1
|
Dang TB, Truong TA, Nguyen CC, Listyawan M, Sapers JS, Zhao S, Truong DP, Zhang J, Do TN, Phan HP. Flexible, wearable mechano-acoustic sensors for body sound monitoring applications. NANOSCALE 2025; 17:9652-9685. [PMID: 40145538 DOI: 10.1039/d4nr05145a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/28/2025]
Abstract
Body sounds serve as a valuable source of health information, offering insights into systems such as the cardiovascular, pulmonary, and gastrointestinal systems. Additionally, body sound measurements are easily accessible, fast, and non-invasive, which has led to their widespread use in clinical auscultation for diagnosing health conditions. However, conventional devices like stethoscopes are constrained by rigid and bulky designs, limiting their potential for long-term monitoring and often leading to subjective diagnoses. Recently, flexible, wearable mechano-acoustic sensors have emerged as an innovative alternative for body sound auscultation, offering significant advantages over conventional rigid devices. This review explores these advanced sensors, delving into their sensing mechanisms, materials, configurations, and fabrication techniques. Furthermore, it highlights various health monitoring applications of flexible, wearable mechano-acoustic sensors based on body sound auscultation. Finally, the existing challenges and promising opportunities are addressed, providing a snapshot of the current picture and the strategies of future approaches in this rapidly evolving field.
Collapse
Affiliation(s)
- Tran Bach Dang
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Thanh An Truong
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Chi Cong Nguyen
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Michael Listyawan
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Joshua Sam Sapers
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Sinuo Zhao
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Duc Phuc Truong
- School of Mechanical Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam
| | - Jin Zhang
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
| | - Thanh Nho Do
- Graduate School of Biomedical Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia
- Tyree Foundation Institute of Health Engineering, UNSW Sydney, Kensington Campus, Sydney, NSW 2052, Australia
| | - Hoang-Phuong Phan
- School of Mechanical and Manufacturing Engineering, UNSW Sydney, Kensington Campus Sydney, NSW 2052, Australia.
- Tyree Foundation Institute of Health Engineering, UNSW Sydney, Kensington Campus, Sydney, NSW 2052, Australia
| |
Collapse
|
2
|
Sun YH, Song YY, Sha S, Sun Q, Huang DC, Gao L, Li H, Shi QD. Diagnostic value of digital continuous bowel sounds in critically ill patients with acute gastrointestinal injury: A prospective observational study. World J Gastrointest Surg 2024; 16:3818-3834. [PMID: 39734468 PMCID: PMC11650232 DOI: 10.4240/wjgs.v16.i12.3818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 09/05/2024] [Accepted: 10/22/2024] [Indexed: 11/27/2024] Open
Abstract
BACKGROUND Acute gastrointestinal injury (AGI) is common in intensive care unit (ICU) and worsens the prognosis of critically ill patients. The four-point grading system proposed by the European Society of Intensive Care Medicine is subjective and lacks specificity. Therefore, a more objective method is required to evaluate and determine the grade of gastrointestinal dysfunction in this patient population. Digital continuous monitoring of bowel sounds and some biomarkers can change in gastrointestinal injuries. We aimed to develop a model of AGI using continuous monitoring of bowel sounds and biomarkers. AIM To develop a model to discriminate AGI by monitoring bowel sounds and biomarker indicators. METHODS We conducted a prospective observational study with 75 patients in an ICU of a tertiary-care hospital to create a diagnostic model for AGI. We recorded their bowel sounds, assessed AGI grading, collected clinical data, and measured biomarkers. We evaluated the model using misjudgment probability and leave-one-out cross-validation. RESULTS Mean bowel sound rate and citrulline level are independent risk factors for AGI. Gastrin was identified as a risk factor for the severity of AGI. Other factors that correlated with AGI include mean bowel sound rate, amplitude, interval time, Sequential Organ Failure Assessment score, Acute Physiology and Chronic Health Evaluation II score, platelet count, total protein level, blood gas potential of hydrogen (pH), and bicarbonate (HCO3 -) level. Two discriminant models were constructed with a misclassification probability of < 0.1. Leave-one-out cross-validation correctly classified 69.8% of the cases. CONCLUSION Our AGI diagnostic model represents a potentially effective approach for clinical AGI grading and holds promise as an objective diagnostic standard for AGI.
Collapse
Affiliation(s)
- Yuan-Hui Sun
- Department of Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, Shaanxi Province, China
- Shaanxi Province Key Laboratory of Sepsis in Critical Care Medical, Xi'an 710061, Shaanxi Province, China
| | - Yun-Yun Song
- Department of Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, Shaanxi Province, China
| | - Sha Sha
- Department of Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, Shaanxi Province, China
| | - Qi Sun
- Department of Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, Shaanxi Province, China
| | - Deng-Chao Huang
- Department of Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, Shaanxi Province, China
| | - Lan Gao
- Department of Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, Shaanxi Province, China
- Shaanxi Province Key Laboratory of Sepsis in Critical Care Medical, Xi'an 710061, Shaanxi Province, China
| | - Hao Li
- Department of Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, Shaanxi Province, China
- Shaanxi Province Key Laboratory of Sepsis in Critical Care Medical, Xi'an 710061, Shaanxi Province, China
| | - Qin-Dong Shi
- Department of Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, Shaanxi Province, China
- Shaanxi Province Key Laboratory of Sepsis in Critical Care Medical, Xi'an 710061, Shaanxi Province, China
| |
Collapse
|
3
|
Liu C, Wu L, Xu R, Jiang Z, Xiao X, Song N, Jin Q, Dai Z. Development and internal validation of an artificial intelligence-assisted bowel sounds auscultation system to predict early enteral nutrition-associated diarrhoea in acute pancreatitis: a prospective observational study. Br J Hosp Med (Lond) 2024; 85:1-15. [PMID: 39212577 DOI: 10.12968/hmed.2024.0120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Aims/Background An artificial intelligence-assisted prediction model for enteral nutrition-associated diarrhoea (ENAD) in acute pancreatitis (AP) was developed utilising data obtained from bowel sounds auscultation. This model underwent validation through a single-centre, prospective observational study. The primary objective of the model was to enhance clinical decision-making by providing a more precise assessment of ENAD risk. Methods The study enrolled patients with AP who underwent early enteral nutrition (EN). Real-time collection and analysis of bowel sounds were conducted using an artificial intelligence bowel sounds auscultation system. Univariate analysis, multicollinearity analysis, and logistic regression analysis were employed to identify risk factors associated with ENAD. The random forest algorithm was utilised to establish the prediction model, and partial dependence plots were generated to analyse the impact of risk factors on ENAD risk. Validation of the model was performed using the optimal model Bootstrap resampling method. Predictive performance was assessed using accuracy, sensitivity, specificity, positive predictive value, negative predictive value, and an area under the receiver operating characteristic (ROC) curve. Results Among the 133 patients included in the study, the incidence of ENAD was 44.4%. Six risk factors were identified, and the model's accuracy was validated through Bootstrap iterations. The prediction accuracy of the model was 81.10%, with a sensitivity of 84.30% and a specificity of 77.80%. The positive predictive value was 82.60%, and the negative predictive value was 80.10%. The area under the ROC curve was 0.904 (95% confidence interval: 0.817-0.997). Conclusion The artificial intelligence bowel sounds auscultation system enhances the assessment of gastrointestinal function in AP patients undergoing EN and facilitates the construction of an ENAD predictive model. The model demonstrates good predictive efficacy, offering an objective basis for precise intervention timing in ENAD management.
Collapse
Affiliation(s)
- Chengcheng Liu
- School of Nursing, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of General Surgery, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Li Wu
- Department of General Surgery, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Rui Xu
- Department of General Surgery, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Zhiwei Jiang
- Department of General Surgery, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Xiaoping Xiao
- Department of General Surgery, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Nian Song
- School of Nursing, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Qianhong Jin
- School of Nursing, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Zhengxiang Dai
- Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| |
Collapse
|
4
|
Zhang T, Hong C, Zou Y, Zhao J. Prediction method of human defecation based on informer audio data augmentation and improved residual network. Heliyon 2024; 10:e34145. [PMID: 39100450 PMCID: PMC11295864 DOI: 10.1016/j.heliyon.2024.e34145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Revised: 06/16/2024] [Accepted: 07/04/2024] [Indexed: 08/06/2024] Open
Abstract
Defecation care for disabled patients is a major challenge in health management. Traditional post-defecation treatment will bring physical injury and negative emotions to patients, while existing pre-defecation forecasting care methods are physically intrusive. On the basis of exploring the mechanism of defecation intention generation, and based on the characteristic analysis and clinical application of bowel sounds, it is found that the generation of desire to defecate and bowel sounds are correlated to a certain extent. Therefore, a deep learning-based bowel sound recognition method is proposed for human defecation prediction. The wavelet domain based Wiener filter is used to filter the bowel sound data to reduce other noise. Statistical analysis, fast Fourier transform and wavelet packet transform are used to extract the integrated features of bowel sound in time, frequency and time-frequency domain. In particular, an audio signal expansion data algorithm based on the Informer model is proposed to solve the problem of poor generalization of the training model caused by the difficulty of collecting bowel sound in reality. An improved one-dimensional residual network model (1D-IResNet) for defecation classification prediction is designed based on multi-domain features. The experimental results show that the proposed bowel sound augmentation strategy can effectively improve the data sample size and increase the sample diversity. Under the augmented dataset, the training speed of the 1D-IResNet model is accelerated, and the classification accuracy reaches 90.54 %, the F1 score reaches 83.88 %, which achieves a relatively good classification stability while maintaining a high classification index.
Collapse
Affiliation(s)
- Tie Zhang
- School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, 510640, China
| | - Cong Hong
- School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, 510640, China
| | - Yanbiao Zou
- School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, 510640, China
| | - Jun Zhao
- China Rehabilitation Research Center, Beijing, 100000, China
| |
Collapse
|
5
|
Haraguchi T, Emoto T. Stimulus-Response Plots as a Novel Bowel-Sound-Based Method for Evaluating Motor Response to Drinking in Healthy People. SENSORS (BASEL, SWITZERLAND) 2024; 24:3054. [PMID: 38793909 PMCID: PMC11125318 DOI: 10.3390/s24103054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 05/08/2024] [Accepted: 05/08/2024] [Indexed: 05/26/2024]
Abstract
Constipation is a common gastrointestinal disorder that impairs quality of life. Evaluating bowel motility via traditional methods, such as MRI and radiography, is expensive and inconvenient. Bowel sound (BS) analysis has been proposed as an alternative, with BS-time-domain acoustic features (BSTDAFs) being effective for evaluating bowel motility via several food and drink consumption tests. However, the effect of BSTDAFs before drink consumption on those after drink consumption is yet to be investigated. This study used BS-based stimulus-response plots (BSSRPs) to investigate this effect on 20 participants who underwent drinking tests. A strong negative correlation was observed between the number of BSs per minute before carbonated water consumption and the ratio of that before and after carbonated water consumption. However, a similar trend was not observed when the participants drank cold water. These findings suggest that when carbonated water is drunk, bowel motility before ingestion affects motor response to ingestion. This study provides a non-invasive BS-based approach for evaluating motor response to food and drink, offering a new research window for investigators in this field.
Collapse
Affiliation(s)
- Takeyuki Haraguchi
- Science and Technology, Graduate School of Sciences and Technology for Innovation, Tokushima University, Tokushima 770-8506, Japan;
| | - Takahiro Emoto
- Division of Science and Technology, Graduate School of Technology, Industrial and Social Sciences, Tokushima University, Tokushima 770-8506, Japan
| |
Collapse
|
6
|
Redij R, Kaur A, Muddaloor P, Sethi AK, Aedma K, Rajagopal A, Gopalakrishnan K, Yadav A, Damani DN, Chedid VG, Wang XJ, Aakre CA, Ryu AJ, Arunachalam SP. Practicing Digital Gastroenterology through Phonoenterography Leveraging Artificial Intelligence: Future Perspectives Using Microwave Systems. SENSORS (BASEL, SWITZERLAND) 2023; 23:2302. [PMID: 36850899 PMCID: PMC9967043 DOI: 10.3390/s23042302] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Revised: 02/10/2023] [Accepted: 02/16/2023] [Indexed: 06/18/2023]
Abstract
Production of bowel sounds, established in the 1900s, has limited application in existing patient-care regimes and diagnostic modalities. We review the physiology of bowel sound production, the developments in recording technologies and the clinical application in various scenarios, to understand the potential of a bowel sound recording and analysis device-the phonoenterogram in future gastroenterological practice. Bowel sound production depends on but is not entirely limited to the type of food consumed, amount of air ingested and the type of intestinal contractions. Recording technologies for extraction and analysis of these include the wavelet-based filtering, autoregressive moving average model, multivariate empirical mode decompression, radial basis function network, two-dimensional positional mapping, neural network model and acoustic biosensor technique. Prior studies evaluate the application of bowel sounds in conditions such as intestinal obstruction, acute appendicitis, large bowel disorders such as inflammatory bowel disease and bowel polyps, ascites, post-operative ileus, sepsis, irritable bowel syndrome, diabetes mellitus, neurodegenerative disorders such as Parkinson's disease and neonatal conditions such as hypertrophic pyloric stenosis. Recording and analysis of bowel sounds using artificial intelligence is crucial for creating an accessible, inexpensive and safe device with a broad range of clinical applications. Microwave-based digital phonoenterography has huge potential for impacting GI practice and patient care.
Collapse
Affiliation(s)
- Renisha Redij
- GIH Artificial Intelligence Laboratory (GAIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Avneet Kaur
- Microwave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Pratyusha Muddaloor
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, USA
| | - Arshia K. Sethi
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, USA
| | - Keirthana Aedma
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, USA
| | | | - Keerthy Gopalakrishnan
- GIH Artificial Intelligence Laboratory (GAIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
- Microwave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Ashima Yadav
- Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Devanshi N. Damani
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN 55905, USA
- Department of Internal Medicine, Texas Tech University Health Science Center, El Paso, TX 79995, USA
| | - Victor G. Chedid
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, USA
| | - Xiao Jing Wang
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, USA
| | | | | | - Shivaram P. Arunachalam
- GIH Artificial Intelligence Laboratory (GAIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
- Microwave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, USA
- Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
| |
Collapse
|
7
|
Haraguchi T, Emoto T, Hirayama T, Imai Y, Kato M, Hirano T. Peak-Frequency Histogram Similarity of Bowel Sounds for the Evaluation of Intestinal Conditions. APPLIED SCIENCES 2023; 13:1405. [DOI: 10.3390/app13031405] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
Abstract
Many patients worldwide suffer from constipation, which reduces their quality of life (QOL) over the long term. Carbonated water intake is expected to improve constipation by improving intestinal motility. Conversely, carbonated water intake is believed to alter bowel status via the intestinal contents (gas and liquid) and intestinal distension, and these changes may be reflected in bowel sound (BS) peak-frequency histograms. In this study, to identify changes in intestinal conditions before and after the ingestion of liquid (i.e., water/carbonated water intake), we used a novel evaluation index, namely peak-frequency histogram similarity (PFHS), which measures the changes in the peak-frequency histogram before and after liquid intake. We considered 13 subjects who participated in a liquid intake test, and PFHS values before and after carbonated water intake were found to be significantly lower than those before and after cold water intake (p < 0.01). However, when using conventional frequency-domain features, this difference was not identified. The results obtained in this study suggest that PFHS can identify changes in bowel status (including intestinal gas and distension) that could not be found using conventional BS frequency domain features. Our findings provide a novel method of research for investigators to non-invasively monitor and evaluate intestinal conditions such as the intestinal gas volume and intestinal distention, which are associated with constipation, using a BS-based approach.
Collapse
Affiliation(s)
- Takeyuki Haraguchi
- Science and Technology, Graduate School of Sciences and Technology for Innovation, Tokushima University, Tokushima 770-8506, Japan
| | - Takahiro Emoto
- Division of Science and Technology, Graduate School of Technology, Industrial and Social Sciences, Tokushima University, Tokushima 770-8506, Japan
| | | | - Yuki Imai
- Daikin Industries Ltd., Osaka 530-8323, Japan
| | | | | |
Collapse
|
8
|
Ul Haq S. Large Bowel Obstruction Secondary to a Fecaloma in a Child With Cerebral Palsy. Cureus 2022; 14:e31078. [DOI: 10.7759/cureus.31078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/04/2022] [Indexed: 11/06/2022] Open
|
9
|
Zhou P, Lu M, Chen P, Wang D, Jin Z, Zhang L. Feasibility and basic acoustic characteristics of intelligent long-term bowel sound analysis in term neonates. Front Pediatr 2022; 10:1000395. [PMID: 36405835 PMCID: PMC9669786 DOI: 10.3389/fped.2022.1000395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 10/17/2022] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVE Bowel dysfunction continues to be a serious issue in neonates. Traditional auscultation of bowel sounds as a diagnostic tool in neonatal gastrointestinal problems is limited by skill and inability to document and reassess. Consequently, in order to objectively and noninvasively examine the viability of continuous assessment of bowel sounds, we utilized an acoustic recording and analysis system to capture bowel sounds and extract acoustic features in term neonates. METHODS From May 1, 2020 to September 30, 2020, 82 neonates who were hospitalized because of hyperbilirubinemia were included. For 20 h, a convolutional neural network-based acoustic recorder that offers real-time, wireless, continuous auscultation was employed to track the bowel sounds of these neonates. RESULTS (1) Usable data on five acoustic parameters of bowel sound was recorded for 68 neonates, and the median values were as follows: The rate was 25.80 times/min [interquartile range (IQR): 15.63-36.20]; the duration was 8.00 s/min (IQR: 4.2-13.20); the amplitude was 0.46 (IQR: 0.27-0.68); the frequency was 944.05 Hz (IQR: 848.78-1,034.90); and the interval time was 2.12 s (IQR: 1.3-3.5). (2) In comparison to the parameters of the bowel sounds recorded from the right lower abdomen in 68 infants, the acoustic parameters of the 10 out of 68 infants from chest controls and blank controls were considerably different. (3) The 50%-75% breast milk intake group had the highest rate, the longest duration, and the highest amplitude of bowel sounds, while the >75% breast milk intake group had the highest frequency of bowel sounds. (4) Compared with neonates without hyperbilirubinemia, there was no significant difference in the five parameters of bowel sounds in hyperbilirubinemia infants; nor was there a significant effect of phototherapy and non-phototherapy status on the parameters of bowel sounds during bowel sound monitoring in hyperbilirubinemia patients. (5) A mild transient skin rash appeared on the skin of three infants. No other adverse events occurred. CONCLUSION The acoustic recording and analysis system appears useful for monitoring bowel sounds using a continuous, invasive, and real-time approach. Neonatal bowel sounds are affected by various feeding types rather than hyperbilirubinemia and phototherapy. Potential influencing factors and the significance of their application in neonatal intestinal-related disorders require further research.
Collapse
Affiliation(s)
- Ping Zhou
- Department of Neonatology, Baoan Women's and Children's Hospital, Shenzhen, China
| | - Meiling Lu
- Department of Neonatology, Baoan Women's and Children's Hospital, Shenzhen, China
| | - Ping Chen
- Research and Development Department, Linkwah Integrated Circuit Institute, Nanjing, China
| | - Danlei Wang
- Research and Development Department, Linkwah Integrated Circuit Institute, Nanjing, China
| | - Zhenchao Jin
- Department of Neonatology, Baoan Women's and Children's Hospital, Shenzhen, China
| | - Lian Zhang
- Department of Neonatology, Baoan Women's and Children's Hospital, Shenzhen, China
| |
Collapse
|
10
|
Zhou M, Yu Y, Zhou Y, Song L, Wang S, Na D. Graphene-based strain sensor with sandwich structure and its application in bowel sounds monitoring. RSC Adv 2022; 12:29103-29112. [PMID: 36320767 PMCID: PMC9555162 DOI: 10.1039/d2ra04402a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Accepted: 10/04/2022] [Indexed: 11/07/2022] Open
Abstract
Surgery is one of the primary treatment modalities for gastrointestinal tumors but can lead to postoperative ileus (POI), which can aggravate pain and increase costs. The incidence of POI can be effectively reduced by monitoring bowel sounds to assist doctors in deciding the timing of transoral feeding. In this study, we prepared a flexible strain sensor based on a graphene composite material and tested the feasibility of sensor monitoring of bowel sounds using simultaneous stethoscope and sensor monitoring. We found that the time of hearing the bowel sounds (12.0–12.1 s) corresponded to the time of waveform change monitored by the sensor (12.036 s), and the sound tone magnitude corresponded to the waveform amplitude. This proves that the application of sensors to monitor bowel sounds is feasible, which opens up a new field for the application of graphene sensors and provides a new way for clinicians to judge the condition of the intestine. Combining medicine and materials science. First application of graphene strain sensors for monitoring bowel sounds![]()
Collapse
Affiliation(s)
- Min Zhou
- Department of Surgical Oncology, The First Affiliated Hospital of China Medical UniversityChina
| | - Yin Yu
- College of Medicine and Bioinformatics Engineering, Northeastern UniversityShenyang 110819China
| | - Yi Zhou
- Dyson School of Design Engineering, Imperial College LondonLondon SW7 2DBUK
| | - Lihui Song
- Department of Surgical Oncology, The First Affiliated Hospital of China Medical UniversityChina
| | - Siyi Wang
- Department of Surgical Oncology, The First Affiliated Hospital of China Medical UniversityChina
| | - Di Na
- Department of Surgical Oncology, The First Affiliated Hospital of China Medical UniversityChina,Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Affiliated Hospital of China Medical UniversityShenyang 110001Liaoning ProvinceChina
| |
Collapse
|
11
|
Zou Y, Wu S, Zhang T, Yang Y. Research on a Defecation Pre-Warning Algorithm for the Disabled Elderly Based on a Semi-Supervised Generative Adversarial Network. SENSORS (BASEL, SWITZERLAND) 2022; 22:6704. [PMID: 36081167 PMCID: PMC9460215 DOI: 10.3390/s22176704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 08/25/2022] [Accepted: 08/26/2022] [Indexed: 06/15/2023]
Abstract
The elderly population in China is continuously increasing, and the disabled account for a large proportion of the elderly population. An effective solution is urgently needed for incontinence among disabled elderly people. Compared with disposable adult diapers, artificial sphincter implantation and medication for incontinence, the defecation pre-warning method is more flexible and convenient. However, due to the complex human physiology and individual differences, its development is limited. Based on the aging trend of the population and clinical needs, this paper proposes a bowel sound acquisition system and a defecation pre-warning method and system based on a semi-supervised generative adversarial network. A network model was established to predict defecation using bowel sounds. The experimental results show that the proposed method can effectively classify bowel sounds with or without defecation tendency, and the accuracy reached 94.4%.
Collapse
|
12
|
|
13
|
Wang G, Yang Y, Chen S, Fu J, Wu D, Yang A, Ma Y, Feng X. Flexible dual-channel digital auscultation patch with active noise reduction for bowel sound monitoring and application. IEEE J Biomed Health Inform 2022; 26:2951-2962. [PMID: 35171784 DOI: 10.1109/jbhi.2022.3151927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Bowel sounds (BSs) have important clinical value in the auxiliary diagnosis of digestive diseases, but due to the inconvenience of long-term monitoring and too much interference from environmental noise, they have not been well studied. Most of the current electronic stethoscopes are hard and bulky without the function of noise reduction, and their application for long-term wearable monitoring of BS in noisy clinical environments is very limited. In this paper, a flexible dual-channel digital auscultation patch with active noise reduction is designed and developed, which is wireless, wearable, and conformably attached to abdominal skin to record BS more accurately. The ambient noise can be greatly reduced through active noise reduction based on the adaptive filter. At the same time, some nonstationary noises appearing intermittently (e.g., frictional noise) can also be removed from BS by the cross validation of multichannel simultaneous acquisition. Then, two kinds of typical BS signals are taken as examples, and the feature parameters of the BS in the time domain and frequency domain are extracted through the time-frequency analysis algorithm. Furthermore, based on the short-term energy ratio between the four channels of dual patches, the two-dimensional localization of BS on the abdomen mapping plane is realized. Finally, the continuous wearable monitoring of BS for patients with postoperative ileus (POI) in the noisy ward from pre-operation (POD0) to postoperative Day 7 (POD7) was carried out. The obtained change curve of the occurrence frequency of BS provides guidance for doctors to choose a reasonable feeding time for patients after surgery and accelerate their recovery. Therefore, flexible dual-channel digital auscultation patches with active noise reduction will have promising applications in the clinical auxiliary diagnosis of digestive diseases.
Collapse
|
14
|
Kumar S. Story of stethoscope—Are we near the end of the story? MGM JOURNAL OF MEDICAL SCIENCES 2022. [DOI: 10.4103/mgmj.mgmj_215_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
|
15
|
Nowak JK, Nowak R, Radzikowski K, Grulkowski I, Walkowiak J. Automated Bowel Sound Analysis: An Overview. SENSORS (BASEL, SWITZERLAND) 2021; 21:5294. [PMID: 34450735 PMCID: PMC8400220 DOI: 10.3390/s21165294] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Revised: 07/31/2021] [Accepted: 08/03/2021] [Indexed: 11/24/2022]
Abstract
Despite technological progress, we lack a consensus on the method of conducting automated bowel sound (BS) analysis and, consequently, BS tools have not become available to doctors. We aimed to briefly review the literature on BS recording and analysis, with an emphasis on the broad range of analytical approaches. Scientific journals and conference materials were researched with a specific set of terms (Scopus, MEDLINE, IEEE) to find reports on BS. The research articles identified were analyzed in the context of main research directions at a number of centers globally. Automated BS analysis methods were already well developed by the early 2000s. Accuracy of 90% and higher had been achieved with various analytical approaches, including wavelet transformations, multi-layer perceptrons, independent component analysis and autoregressive-moving-average models. Clinical research on BS has exposed their important potential in the non-invasive diagnosis of irritable bowel syndrome, in surgery, and for the investigation of gastrointestinal motility. The most recent advances are linked to the application of artificial intelligence and the development of dedicated BS devices. BS research is technologically mature, but lacks uniform methodology, an international forum for discussion and an open platform for data exchange. A common ground is needed as a starting point. The next key development will be the release of freely available benchmark datasets with labels confirmed by human experts.
Collapse
Affiliation(s)
- Jan Krzysztof Nowak
- Department of Pediatric Gastroenterology and Metabolic Diseases, Poznan University of Medical Sciences, 60-572 Poznan, Poland;
| | - Robert Nowak
- Artificial Intelligence Division, Institute of Computer Science, Warsaw University of Technology, 00-665 Warsaw, Poland; (R.N.); (K.R.)
| | - Kacper Radzikowski
- Artificial Intelligence Division, Institute of Computer Science, Warsaw University of Technology, 00-665 Warsaw, Poland; (R.N.); (K.R.)
| | - Ireneusz Grulkowski
- Faculty of Physics, Astronomy and Informatics, Institute of Physics, Nicolaus Copernicus University, 87-100 Toruń, Poland;
| | - Jaroslaw Walkowiak
- Department of Pediatric Gastroenterology and Metabolic Diseases, Poznan University of Medical Sciences, 60-572 Poznan, Poland;
| |
Collapse
|
16
|
Yang Z, Huang L, Jiang J, Hu B, Tang C, Li J. Opinions on Computer Audition for Bowel Sounds Analysis in Intestinal Obstruction: Opportunities and Challenges From a Clinical Point of View. Front Med (Lausanne) 2021; 8:655298. [PMID: 34124092 PMCID: PMC8192713 DOI: 10.3389/fmed.2021.655298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 04/22/2021] [Indexed: 02/05/2023] Open
Affiliation(s)
| | | | | | | | | | - Jing Li
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
| |
Collapse
|
17
|
Namikawa T, Yamaguchi S, Fujisawa K, Ogawa M, Iwabu J, Munekage M, Uemura S, Maeda H, Kitagawa H, Kobayashi M, Matsuda K, Hanazaki K. Real-time bowel sound analysis using newly developed device in patients undergoing gastric surgery for gastric tumor. JGH Open 2021; 5:454-458. [PMID: 33860095 PMCID: PMC8035471 DOI: 10.1002/jgh3.12515] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 01/15/2021] [Accepted: 02/13/2021] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND AIM Objective measurements are not available for determining bowel sounds. The present study sought to evaluate the efficacy of a novel bowel sound monitoring system for perioperative use in patients undergoing gastric surgery. METHODS The study enrolled 14 patients who underwent surgery for gastric cancer at Kochi Medical School from 2017 to 2018. Preoperative and postoperative bowel sounds were recorded using a newly developed real-time analysis system in the operating theater and recovery room. Clinical information and bowel sound count data were obtained to compare preoperative and postoperative measures. RESULTS The median preoperative and postoperative bowel sound counts across all patients were 1.4 and 2.5 counts per minute (cpm), respectively. In patients who underwent laparoscopic gastrectomy, the postoperative bowel sound count was significantly higher than that recorded preoperatively (2.3 vs. 1.6 cpm, P = 0.005). The findings also revealed a significant negative correlation between postoperative bowel sound count and operation time (r = -0.714, P = 0.003). CONCLUSIONS The real-time bowel sound analysis system tested herein presents a promising diagnostic tool to quantitatively evaluate bowel movements associated with surgery. Our results suggested a need for shorter operation times for gastric procedures with respect to peristalsis recovery and supported the use of minimally invasive surgery.
Collapse
Affiliation(s)
| | | | | | - Maho Ogawa
- Department of SurgeryKochi Medical SchoolNankokuKochiJapan
| | - Jun Iwabu
- Department of SurgeryKochi Medical SchoolNankokuKochiJapan
| | | | - Sunao Uemura
- Department of SurgeryKochi Medical SchoolNankokuKochiJapan
| | | | | | - Michiya Kobayashi
- Department of Human Health and Medical SciencesKochi Medical SchoolNankokuKochiJapan
| | - Kenichi Matsuda
- Department of Emergency and Critical Care Medicine, Faculty of MedicineUniversity of YamanashiChuoYamanashiJapan
| | | |
Collapse
|
18
|
Ogawa M, Namikawa T, Oki T, Munekage M, Maeda H, Kitagawa H, Dabanaka K, Sugimoto T, Kobayashi M, Sakata O, Matsuda K, Hanazaki K. Evaluation of Perioperative Intestinal Motility Using a Newly Developed Real-Time Monitoring System During Surgery. World J Surg 2021; 45:451-458. [PMID: 33063197 DOI: 10.1007/s00268-020-05824-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/04/2020] [Indexed: 02/05/2023]
Abstract
BACKGROUND This study aimed to investigate perioperative intestinal motility using a novel bowel sound monitoring system in patients undergoing breast and neck surgery. MATERIALS AND METHODS This study enrolled 52 patients who underwent surgery for breast cancer, thyroid tumor, and parathyroid tumor at Kochi Medical School from May 2019 to June 2020. Perioperative bowel sound counts (BSCs) were recorded using a newly developed real-time analysis system in the operating theater. Clinical information and BSC per minute (cpm) data during the preanesthetic, preoperative, operative, postoperative periods, and period in recovery room were obtained to compare between each period. The Mann-Whitney U and Pearson Chi-square tests were used in data analysis. RESULTS The BSCs during the intraoperative period and postoperative period were significantly decreased compared to those during the preanesthetic period (0.07 cpm versus [vs.]. 1.4 cpm, P = 0.002 and 0.1 cpm vs. 1.4 cpm, P = 0.025, respectively). The preoperative BSC with a preanesthetic BSC < 1.4 was significantly lower than that with a preanesthetic BSC ≥ 1.4 (0.40 cpm vs. 1.78 cpm, P = 0.006). The preanesthetic, preoperative, and postoperative BSCs with an intraoperative BSC < 0.07 were significantly lower than those with an intraoperative BSC ≥ 0.07 (0.48 cpm vs. 2.83 cpm, P = 0.007; 0.40 cpm vs. 1.81 cpm, P = 0.008; and 0.07 cpm vs. 0.42 cpm, P = 0.006, respectively). CONCLUSION The real-time bowel sound analysis system demonstrated an inhibitory effect associated with anesthetic and surgical stress on intestinal motility as the BSC sequentially.
Collapse
Affiliation(s)
- Maho Ogawa
- Department of Surgery, Kochi Medical School, Kohasu, Oko-cho, Nankoku, Kochi, 783-8505, Japan
| | - Tsutomu Namikawa
- Department of Surgery, Kochi Medical School, Kohasu, Oko-cho, Nankoku, Kochi, 783-8505, Japan.
| | - Toyokazu Oki
- Department of Surgery, Kochi Medical School, Kohasu, Oko-cho, Nankoku, Kochi, 783-8505, Japan
| | - Masaya Munekage
- Department of Surgery, Kochi Medical School, Kohasu, Oko-cho, Nankoku, Kochi, 783-8505, Japan
| | - Hiromichi Maeda
- Department of Surgery, Kochi Medical School, Kohasu, Oko-cho, Nankoku, Kochi, 783-8505, Japan
| | - Hiroyuki Kitagawa
- Department of Surgery, Kochi Medical School, Kohasu, Oko-cho, Nankoku, Kochi, 783-8505, Japan
| | - Ken Dabanaka
- Department of Surgery, Kochi Medical School, Kohasu, Oko-cho, Nankoku, Kochi, 783-8505, Japan
| | - Takeki Sugimoto
- Department of Surgery, Kochi Medical School, Kohasu, Oko-cho, Nankoku, Kochi, 783-8505, Japan
| | - Michiya Kobayashi
- Department of Human Health and Medical Sciences, Kochi Medical School, Kochi, Japan
| | - Osamu Sakata
- Department of Electrical Engineering, Tokyo University of Science Faculty of Engineering, Tokyo, Japan
| | - Kenichi Matsuda
- Department of Emergency and Critical Care Medicine, Faculty of Medicine, University of Yamanashi, Yamanashi, Japan
| | - Kazuhiro Hanazaki
- Department of Surgery, Kochi Medical School, Kohasu, Oko-cho, Nankoku, Kochi, 783-8505, Japan
| |
Collapse
|
19
|
Deane AM, Ali Abdelhamid Y, Plummer MP, Fetterplace K, Moore C, Reintam Blaser A. Are Classic Bedside Exam Findings Required to Initiate Enteral Nutrition in Critically Ill Patients: Emphasis on Bowel Sounds and Abdominal Distension. Nutr Clin Pract 2020; 36:67-75. [PMID: 33296117 DOI: 10.1002/ncp.10610] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Accepted: 11/05/2020] [Indexed: 02/06/2023] Open
Abstract
The general physical examination of a patient is an axiom of critical care medicine, but evidence to support this practice remains sparse. Given the lack of evidence for a comprehensive physical examination of the entire patient on admission to the intensive care unit, which most clinicians consider an essential part of care, should clinicians continue the practice of a specialized gastrointestinal system physical examination when commencing enteral nutrition in critically ill patients? In this review of literature related to gastrointestinal system examination in critically ill patients, the focus is on gastrointestinal sounds and abdominal distension. There is a summary of what these physical features represent, an evaluation of the evidence regarding use of these physical features in patients after abdominal surgery, exploration of the rationale for and against using the physical findings in routine practice, and detail regarding what is known about each feature in critically ill patients. Based on the available evidence, it is recommended that an isolated symptom, sign, or bedside test does not provide meaningful information. However, it is submitted that a comprehensive physical assessment of the gastrointestinal system still has a role when initiating or administering enteral nutrition: specifically, when multiple features are present, clinicians should consider further investigation or intervention.
Collapse
Affiliation(s)
- Adam M Deane
- Intensive Care Unit, Royal Melbourne Hospital, Parkville, Victoria, Australia.,Melbourne Medical School, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, The University of Melbourne, Parkville, Victoria, Australia
| | - Yasmine Ali Abdelhamid
- Intensive Care Unit, Royal Melbourne Hospital, Parkville, Victoria, Australia.,Melbourne Medical School, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, The University of Melbourne, Parkville, Victoria, Australia
| | - Mark P Plummer
- Intensive Care Unit, Royal Melbourne Hospital, Parkville, Victoria, Australia.,Melbourne Medical School, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, The University of Melbourne, Parkville, Victoria, Australia
| | - Kate Fetterplace
- Melbourne Medical School, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, The University of Melbourne, Parkville, Victoria, Australia.,Allied Health (Clinical Nutrition), Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Cara Moore
- Intensive Care Unit, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Annika Reintam Blaser
- Department of Anaesthesiology and Intensive Care, University of Tartu, Tartu, Estonia.,Department of Intensive Care, Lucerne Cantonal Hospital, Lucerne, Switzerland
| |
Collapse
|
20
|
Çalış AS, Kaya E, Mehmetaj L, Yılmaz B, Demir EN, Öztuna D, Üstüner E, Açar Hİ, Tokgöz S, Akkoca M, Kuzu MA. Abdominal palpation and percussion maneuvers do not affect bowel sounds. Turk J Surg 2020; 35:309-313. [PMID: 32551428 DOI: 10.5578/turkjsurg.4291] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Accepted: 03/27/2019] [Indexed: 11/15/2022]
Abstract
Objectives Medical textbooks suggest that the frequency of bowel sounds may be altered by performing auscultation after palpation or percussion. We hypothesize that the frequency of bowel sounds is not affected by the order of abdominal examination. Material and Methods Both healthy volunteers (n= 80) and patients (n= 100) were enrolled in this crossover randomized study. Two different examination orders, one as inspection, palpation, percussion, auscultation (IPPA) and the other order as inspection, auscultation, palpation, percussion (IAPP) were used by two observers, one of which was blinded to the order of the physical examination and only performed auscultation. Bowel motilities of 40 participants were analyzed with duplex Doppler USG by a radiologist. The effects of changing the order of abdominal examination and palpation-percussion maneuvers on the frequency of bowel sounds were evaluated. Results Gender distribution was similar between the healthy patients and controls, and mean age of the entire study population was 47 (18-60) years. Differences between the mean bowel sound frequencies for abdominal examinations in order IPPA-IAPP versus IAPP-IPPA were evaluated for both healthy subjects and the patients. There were no differences between the first and second listening, nor were there differences between examinations performed in either order. Duplex Doppler Ultrasonographic (USG) assessments were performed on 20 healthy subjects and 20 patients before and after palpation and percussion; there were no statistically significant differences between the two listenings (p= 0.694). Conclusion According to both abdominal examinations and Doppler USG, the order of auscultation, whether performed before or after palpation or percussion, did not change the frequency of bowel sounds in this subject population.
Collapse
Affiliation(s)
- Ayşe Sena Çalış
- Medical Student, Ankara University School of Medicine, Ankara, Turkey
| | - Esra Kaya
- Medical Student, Ankara University School of Medicine, Ankara, Turkey
| | - Lijana Mehmetaj
- Medical Student, Ankara University School of Medicine, Ankara, Turkey
| | - Büşra Yılmaz
- Medical Student, Ankara University School of Medicine, Ankara, Turkey
| | - Elif Nurdan Demir
- Medical Student, Ankara University School of Medicine, Ankara, Turkey
| | - Derya Öztuna
- Department of Biostatistics, Ankara University School of Medicine, Ankara, Turkey
| | - Evren Üstüner
- Department of Radiology, Ankara University School of Medicine, Ankara, Turkey
| | - Halil İbrahim Açar
- Department of Anatomy, Ankara University School of Medicine, Ankara, Turkey
| | - Serhat Tokgöz
- Department of General Surgery, University of Health Sciences, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
| | - Muzaffer Akkoca
- Department of General Surgery, University of Health Sciences, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
| | - Mehmet Ayhan Kuzu
- Department of General Surgery, Ankara University School of Medicine, Ankara, Turkey
| |
Collapse
|
21
|
Weiss D, Erie C, Butera J, Copt R, Yeaw G, Harpster M, Hughes J, Salem DN. An in vitro acoustic analysis and comparison of popular stethoscopes. MEDICAL DEVICES-EVIDENCE AND RESEARCH 2019; 12:41-52. [PMID: 30697087 PMCID: PMC6339642 DOI: 10.2147/mder.s186076] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Purpose To compare the performance of various commercially available stethoscopes using standard acoustic engineering criteria, under recording studio conditions. Materials and methods Eighteen stethoscopes (11 acoustic, 7 electronic) were analyzed using standard acoustic analysis techniques under professional recording studio conditions. An organic phantom that accurately simulated chest cavity acoustics was developed. Test sounds were played via a microphone embedded within it and auscultated at its surface by the stethoscopes. Recordings were made through each stethoscope’s binaurals and/or downloaded (electronic models). Recordings were analyzed using standard studio techniques and software, including assessing ambient noise (AMB) rejection. Frequency ranges were divided into those corresponding to various standard biological sounds (cardiac, respiratory, and gastrointestinal). Results Loudness and AMB rejection: Overall, electronic stethoscopes, when set to a maximum volume, exhibited greater values of perceived loudness compared to acoustic stethoscopes. Significant variation was seen in AMB rejection capability. Frequency detection: Marked variation was also seen, with some stethoscopes performing better for different ranges (eg, cardiac) vs others (eg, gastrointestinal). Conclusion The acoustic properties of stethoscopes varied considerably in loudness, AMB rejection, and frequency response. Stethoscope choice should take into account clinical conditions to be auscultated and the noise level of the environment.
Collapse
Affiliation(s)
- Daniel Weiss
- Department of Medicine, Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL, USA, .,Bongiovi Medical & Health Technologies, Inc., Port St Lucie, FL, USA,
| | - Christine Erie
- Department of Medicine, Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL, USA, .,Bongiovi Medical & Health Technologies, Inc., Port St Lucie, FL, USA,
| | - Joseph Butera
- Bongiovi Medical & Health Technologies, Inc., Port St Lucie, FL, USA,
| | - Ryan Copt
- Bongiovi Medical & Health Technologies, Inc., Port St Lucie, FL, USA,
| | - Glenn Yeaw
- Bongiovi Medical & Health Technologies, Inc., Port St Lucie, FL, USA,
| | - Mark Harpster
- Bongiovi Medical & Health Technologies, Inc., Port St Lucie, FL, USA,
| | - James Hughes
- Bongiovi Medical & Health Technologies, Inc., Port St Lucie, FL, USA, .,Department of Surgery, University of Mississippi Medical Center, Jackson, MS, USA
| | - Deeb N Salem
- Department of Medicine, Tufts Medical Center, Boston, MA, USA
| |
Collapse
|
22
|
Du X, Allwood G, Webberley KM, Osseiran A, Marshall BJ. Bowel Sounds Identification and Migrating Motor Complex Detection with Low-Cost Piezoelectric Acoustic Sensing Device. SENSORS (BASEL, SWITZERLAND) 2018; 18:E4240. [PMID: 30513934 PMCID: PMC6308494 DOI: 10.3390/s18124240] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/26/2018] [Revised: 11/22/2018] [Accepted: 11/29/2018] [Indexed: 12/16/2022]
Abstract
Interpretation of bowel sounds (BS) provides a convenient and non-invasive technique to aid in the diagnosis of gastrointestinal (GI) conditions. However, the approach's potential is limited by variation between BS and their irregular occurrence. A short, manual auscultation is sufficient to aid in diagnosis of only a few conditions. A longer recording has the potential to unlock additional understanding of GI physiology and clinical utility. In this paper, a low-cost and straightforward piezoelectric acoustic sensing device was designed and used for long BS recordings. The migrating motor complex (MMC) cycle was detected using this device and the sound index as the biomarker for MMC phases. This cycle of recurring motility is typically measured using expensive and invasive equipment. We also used our recordings to develop an improved categorization system for BS. Five different types of BS were extracted: the single burst, multiple bursts, continuous random sound, harmonic sound, and their combination. Their acoustic characteristics and distribution are described. The quantities of different BS during two-hour recordings varied considerably from person to person, while the proportions of different types were consistent. The sensing devices provide a useful tool for MMC detection and study of GI physiology and function.
Collapse
Affiliation(s)
- Xuhao Du
- The Marshall Centre for Infectious Diseases Research and Training (M504), The University of Western Australia, Crawley, WA 6009, Australia.
| | - Gary Allwood
- The Marshall Centre for Infectious Diseases Research and Training (M504), The University of Western Australia, Crawley, WA 6009, Australia.
| | - Katherine Mary Webberley
- The Marshall Centre for Infectious Diseases Research and Training (M504), The University of Western Australia, Crawley, WA 6009, Australia.
| | - Adam Osseiran
- School of Engineering, Edith Cowan University, Joondalup, WA 6027, Australia.
| | - Barry J Marshall
- The Marshall Centre for Infectious Diseases Research and Training (M504), The University of Western Australia, Crawley, WA 6009, Australia.
| |
Collapse
|
23
|
Inderjeeth AJ, Webberley KM, Muir J, Marshall BJ. The potential of computerised analysis of bowel sounds for diagnosis of gastrointestinal conditions: a systematic review. Syst Rev 2018; 7:124. [PMID: 30115115 PMCID: PMC6097214 DOI: 10.1186/s13643-018-0789-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Accepted: 07/30/2018] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Gastrointestinal (GI) conditions are highly prevalent, and their standard diagnostic tests are costly and carry risks. There is a need for new, cost-effective, non-invasive tests. Our main objective was to assess the potential for use of bowel sounds computerised analysis in the diagnosis of GI conditions. METHODS The systematic review followed the PRISMA requirements. Searches were made of four databases (PubMed, MEDLINE, Embase, and IEEE Xplore) and the references of included papers. Studies of all types were included. The titles and abstracts were screened by one author. Full articles were reviewed and data collected by two authors independently. A third reviewer decided on inclusion in the event of disagreement. Bias and applicability were assessed via a QUADAS tool adapted to accommodate studies of multiple types. RESULTS Two thousand eight hundred eighty-four studies were retrieved; however, only 14 studies were included. Most of these simply assessed associations between a bowel sound feature and a condition. Four studies also included assessments of diagnostic accuracy. We found many significant associations between a bowel sound feature and a GI condition. Receiver operating characteristic curve analyses revealed high sensitivity and specificity for an irritable bowel syndrome test, and a high negative predictive value for a test for post-operative ileus. Assessment of methodological quality identified weaknesses in all studies. We particularly noted a high risk of bias in patient selection. Because of the limited number of trials included and the variety in conditions, technology, and statistics, we were unable to conduct pooled analyses. CONCLUSIONS Due to concerns over quality and small sample sizes, we cannot yet recommend an existing BSCA diagnostic test without additional studies. However, the preliminary results found in the included studies and the technological advances described in excluded studies indicate excellent future potential. Research combining sophistical clinical and engineering skills is likely to be fruitful. SYSTEMATIC REVIEW REGISTRATION The review protocol (review ID number 42016054028) was developed by three authors (AI, KMW, and JM) and was published in the PROSPERO International prospective register of systematic reviews. It can be accessed from https://www.crd.york.ac.uk/PROSPERO/ .
Collapse
Affiliation(s)
- Andrisha-Jade Inderjeeth
- North Metropolitan Health Service, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia.,The Marshall Centre for Infectious Diseases Research and Training, School of Biomedical Sciences, QEII Medical Site, The University of Western Australia, Perth, Western Australia, Australia
| | - K Mary Webberley
- The Marshall Centre for Infectious Diseases Research and Training, School of Biomedical Sciences, QEII Medical Site, The University of Western Australia, Perth, Western Australia, Australia.
| | - Josephine Muir
- The Marshall Centre for Infectious Diseases Research and Training, School of Biomedical Sciences, QEII Medical Site, The University of Western Australia, Perth, Western Australia, Australia
| | - Barry J Marshall
- North Metropolitan Health Service, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia.,The Marshall Centre for Infectious Diseases Research and Training, School of Biomedical Sciences, QEII Medical Site, The University of Western Australia, Perth, Western Australia, Australia
| |
Collapse
|
24
|
Use of bedside abdominal ultrasound to confirm intestinal motility in neonates with gastroschisis: A feasibility study. J Pediatr Surg 2017; 52:715-717. [PMID: 28185628 DOI: 10.1016/j.jpedsurg.2017.01.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2017] [Accepted: 01/23/2017] [Indexed: 11/22/2022]
Abstract
BACKGROUND Optimal timing to begin feeds in neonates with gastroschisis remains unclear. We examined if bedside abdominal ultrasound for intestinal motility is a feasible tool to detect return of bowel function in neonates with gastroschisis. METHODS Neonates born with uncomplicated gastroschisis who underwent closure received daily ultrasound exams. Full motility was defined as peristalsis seen in all quadrants. Average length of time between abdominal wall closure and start of enteral feeds, full ultrasound motility, and clinical characteristics was compared using Student's t-tests. RESULTS Seventeen patients were enrolled. No differences were found between motility on ultrasound and bowel movements, gastric residuals, or nonbilious residuals. Mean time to enteral feeds (11.82days) was significantly delayed compared to documentation of full motility on ultrasound (8.94days; p=0.012), consistent bowel movements (8.41days; p=0.006), low gastric residuals (9.47days; p<0.001), and nonbilious residuals (9.18days; p<0.001). In the single subject in which feeds were started before full motility was seen on ultrasound, feeds were subsequently discontinued because of emesis. CONCLUSION Bedside abdominal ultrasound provides real-time evidence regarding intestinal motility and is a feasible tool to detect return of bowel function in neonates with gastroschisis. Future studies are needed to determine if abdominal ultrasound can shorten time to start of enteral feeds. LEVEL OF EVIDENCE III (diagnosis: nonconsecutive study).
Collapse
|
25
|
Abstract
BACKGROUND Since acute abdomen requires accurate diagnosis and treatment within a particular time limit to prevent mortality, the Japanese Society for Abdominal Emergency Medicine in collaboration with four other medical societies launched the Practice Guidelines for Primary Care of Acute Abdomen that were the first English guidelines in the world for the management of acute abdomen. Here we provide the highlights of these guidelines [all clinical questions (CQs) and recommendations are shown in supplementary information]. METHODS A systematic and comprehensive evaluation of the evidence for epidemiology, diagnosis, differential diagnosis, and primary treatment for acute abdomen was performed to develop the Practice Guidelines for Primary Care of Acute Abdomen 2015. Because many types of pathophysiological events underlie acute abdomen, these guidelines cover the primary care of adult patients with nontraumatic acute abdomen. RESULTS A total of 108 questions based on 9 subject areas were used to compile 113 recommendations. The subject areas included definition, epidemiology, history taking, physical examination, laboratory test, imaging studies, differential diagnosis, initial treatment, and education. Japanese medical circumstances were considered for grading the recommendations to assure useful information. The two-step methods for the initial management of acute abdomen were proposed. Early use of transfusion and analgesia, particularly intravenous acetaminophen, were recommended. CONCLUSIONS The Practice Guidelines for Primary Care of Acute Abdomen 2015 have been prepared as the first evidence-based guidelines for the management of acute abdomen. We hope that these guidelines contribute to clinical practice and improve the primary care and prognosis of patients with acute abdomen.
Collapse
|
26
|
Emoto T, Abeyratne UR, Gojima Y, Nanba K, Sogabe M, Okahisa T, Akutagawa M, Konaka S, Kinouchi Y. Evaluation of human bowel motility using non-contact microphones. Biomed Phys Eng Express 2016. [DOI: 10.1088/2057-1976/2/4/045012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
|
27
|
Mayumi T, Yoshida M, Tazuma S, Furukawa A, Nishii O, Shigematsu K, Azuhata T, Itakura A, Kamei S, Kondo H, Maeda S, Mihara H, Mizooka M, Nishidate T, Obara H, Sato N, Takayama Y, Tsujikawa T, Fujii T, Miyata T, Maruyama I, Honda H, Hirata K. The Practice Guidelines for Primary Care of Acute Abdomen 2015. J Gen Fam Med 2016. [DOI: 10.14442/jgfm.17.1_5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
|
28
|
Mayumi T, Yoshida M, Tazuma S, Furukawa A, Nishii O, Shigematsu K, Azuhata T, Itakura A, Kamei S, Kondo H, Maeda S, Mihara H, Mizooka M, Nishidate T, Obara H, Sato N, Takayama Y, Tsujikawa T, Fujii T, Miyata T, Maruyama I, Honda H, Hirata K. Practice Guidelines for Primary Care of Acute Abdomen 2015. JOURNAL OF HEPATO-BILIARY-PANCREATIC SCIENCES 2015; 23:3-36. [PMID: 26692573 DOI: 10.1002/jhbp.303] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Accepted: 11/10/2015] [Indexed: 12/11/2022]
Abstract
Since acute abdomen requires accurate diagnosis and treatment within a particular time limit to prevent mortality, the Japanese Society for Abdominal Emergency Medicine, in collaboration with four other medical societies, launched the Practice Guidelines for Primary Care of Acute Abdomen that were the first English guidelines in the world for the management of acute abdomen. Here we provide the highlights of these guidelines (all clinical questions and recommendations were shown in supplementary information). A systematic and comprehensive evaluation of the evidence for epidemiology, diagnosis, differential diagnosis, and primary treatment for acute abdomen was performed to develop the Practice Guidelines for Primary Care of Acute Abdomen 2015. Because many types of pathophysiological events underlie acute abdomen, these guidelines cover the primary care of adult patients with nontraumatic acute abdomen. A total of 108 questions based on nine subject areas were used to compile 113 recommendations. The subject areas included definition, epidemiology, history taking, physical examination, laboratory test, imaging studies, differential diagnosis, initial treatment, and education. Japanese medical circumstances were considered for grading the recommendations to assure useful information. The two-step methods for the initial management of acute abdomen were proposed. Early use of transfusion and analgesia, particularly intravenous acetaminophen, were recommended. The Practice Guidelines for Primary Care of Acute Abdomen 2015 have been prepared as the first evidence-based guidelines for the management of acute abdomen. We hope that these guidelines contribute to clinical practice and improve the primary care and prognosis of patients with acute abdomen.
Collapse
Affiliation(s)
- Toshihiko Mayumi
- Department of Emergency Medicine, School of Medicine, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Masahiro Yoshida
- Department of Hemodialysis and Surgery, Chemotherapy Research Institute, International University of Health and Welfare, Ichikawa, Japan
| | - Susumu Tazuma
- Department of General Internal Medicine, Hiroshima University Hospital, Hiroshima, Japan
| | - Akira Furukawa
- Department of Radiological Sciences, Faculty of Health Sciences and Graduate School of Human Health Sciences, Tokyo Metropolitan University, Tokyo, Japan
| | - Osamu Nishii
- Department of Obstetrics and Gynecology, University Hospital Mizonokuchi, Teikyo University School of Medicine, Kanagawa, Japan
| | - Kunihiro Shigematsu
- Department of Vascular Surgery, International University of Health and Welfare, Mita Hospital, Tokyo, Japan
| | - Takeo Azuhata
- Division of Emergency and Critical Care Medicine, Department of Acute Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Atsuo Itakura
- Department of Obstetrics and Gynecology, Juntendo University, School of Medicine, Tokyo, Japan
| | - Seiji Kamei
- Department of Radiology, The Aichi Prefectural Federation of Agricultural Cooperatives for Health and Welfare Kainan Hospital, Aichi, Japan
| | - Hiroshi Kondo
- Department of Radiology, Teikyo University School of Medicine, Tokyo, Japan
| | - Shigenobu Maeda
- Emergency Department, Fukui Prefectural Hospital, Fukui, Japan
| | - Hiroshi Mihara
- Center for Medical Education, University of Toyama, Toyama, Japan
| | - Masafumi Mizooka
- Department of General Internal Medicine, Hiroshima University Hospital, Hiroshima, Japan
| | - Toshihiko Nishidate
- Department of Surgery, Surgical Oncology and Science, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Hideaki Obara
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Norio Sato
- Department of Primary Care and Emergency Medicine, Kyoto University Hospital, Kyoto, Japan
| | - Yuichi Takayama
- Department of Surgery, Ogaki Municipal Hospital, Ogaki, Japan
| | - Tomoyuki Tsujikawa
- Comprehensive Internal Medicine, Shiga University of Medical Science, Shiga, Japan
| | - Tomoyuki Fujii
- Chairperson of the Executive Board, Japan Society of Obstetrics and Gynecology, Tokyo, Japan
| | - Tetsuro Miyata
- President, Japanese Society for Vascular Surgery, Tokyo, Japan
| | | | | | - Koichi Hirata
- President, Japanese Society for Abdominal Emergency Medicine, Tokyo, Japan
| |
Collapse
|
29
|
Breum BM, Rud B, Kirkegaard T, Nordentoft T. Accuracy of abdominal auscultation for bowel obstruction. World J Gastroenterol 2015; 21:10018-10024. [PMID: 26379407 PMCID: PMC4566372 DOI: 10.3748/wjg.v21.i34.10018] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2014] [Revised: 03/16/2015] [Accepted: 04/09/2015] [Indexed: 02/07/2023] Open
Abstract
AIM: To investigate the accuracy and inter-observer variation of bowel sound assessment in patients with clinically suspected bowel obstruction.
METHODS: Bowel sounds were recorded in patients with suspected bowel obstruction using a Littmann® Electronic Stethoscope. The recordings were processed to yield 25-s sound sequences in random order on PCs. Observers, recruited from doctors within the department, classified the sound sequences as either normal or pathological. The reference tests for bowel obstruction were intraoperative and endoscopic findings and clinical follow up. Sensitivity and specificity were calculated for each observer and compared between junior and senior doctors. Interobserver variation was measured using the Kappa statistic.
RESULTS: Bowel sound sequences from 98 patients were assessed by 53 (33 junior and 20 senior) doctors. Laparotomy was performed in 47 patients, 35 of whom had bowel obstruction. Two patients underwent colorectal stenting due to large bowel obstruction. The median sensitivity and specificity was 0.42 (range: 0.19-0.64) and 0.78 (range: 0.35-0.98), respectively. There was no significant difference in accuracy between junior and senior doctors. The median frequency with which doctors classified bowel sounds as abnormal did not differ significantly between patients with and without bowel obstruction (26% vs 23%, P = 0.08). The 53 doctors made up 1378 unique pairs and the median Kappa value was 0.29 (range: -0.15-0.66).
CONCLUSION: Accuracy and inter-observer agreement was generally low. Clinical decisions in patients with possible bowel obstruction should not be based on auscultatory assessment of bowel sounds.
Collapse
|
30
|
Morisawa T, Takahashi T, Nishi S. The effect of a physiotherapy intervention on intestinal motility. J Phys Ther Sci 2015; 27:165-8. [PMID: 25642064 PMCID: PMC4305552 DOI: 10.1589/jpts.27.165] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2014] [Accepted: 08/03/2014] [Indexed: 11/24/2022] Open
Abstract
[Purpose] It is important to facilitate intestinal motility in patients with reduced
bowel movement through physiotherapy. The purpose of the present study was to compare the
effects of passive exercise of the lower limbs and trunk (PELT) and combination therapies
(COM) with those of conventional thermotherapy (TT) on bowel sounds (BSs) in healthy adult
subjects. Since autonomic activity (AA) significantly influences intestinal motility, we
also investigated the relation between intestinal motility and AA by measurement of BSs.
[Subjects] The subjects were 16 healthy adult males. [Methods] The subjects were randomly
assigned to 3 different physiotherapies, and BSs and sympathetic nerve activity were
measured before and after the physiotherapies. [Results] While BSs significantly increased
following all physiotherapies, the temporal changes in BSs were different among the
physiotherapies. AA measurement showed that PELT and TT significantly decreased the heart
rate. While the high-frequency (HF) component was increased in all physiotherapy groups,
the increases in HF did not reach statistical significance. There were no significant
correlations between BSs and AA. [Conclusion] We found that all of the tested
physiotherapies increased BSs, suggesting that they are clinically useful for treatment of
patients with reduced intestinal motility due to limited spontaneous movement or inability
to rise up from bed.
Collapse
Affiliation(s)
- Tomoyuki Morisawa
- Department of Physical Therapy, School of Rehabilitation, Hyogo University of Health Sciences, Japan
| | - Tetsuya Takahashi
- Department of Physical Therapy, School of Health Sciences, Tokyo University of Technology, Japan
| | | |
Collapse
|
31
|
Felder S, Margel D, Murrell Z, Fleshner P. Usefulness of bowel sound auscultation: a prospective evaluation. JOURNAL OF SURGICAL EDUCATION 2014; 71:768-773. [PMID: 24776861 DOI: 10.1016/j.jsurg.2014.02.003] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2013] [Revised: 02/02/2014] [Accepted: 02/04/2014] [Indexed: 06/03/2023]
Abstract
INTRODUCTION Although the auscultation of bowel sounds is considered an essential component of an adequate physical examination, its clinical value remains largely unstudied and subjective. OBJECTIVE The aim of this study was to determine whether an accurate diagnosis of normal controls, mechanical small bowel obstruction (SBO), or postoperative ileus (POI) is possible based on bowel sound characteristics. METHODS Prospectively collected recordings of bowel sounds from patients with normal gastrointestinal motility, SBO diagnosed by computed tomography and confirmed at surgery, and POI diagnosed by clinical symptoms and a computed tomography without a transition point. Study clinicians were instructed to categorize the patient recording as normal, obstructed, ileus, or not sure. Using an electronic stethoscope, bowel sounds of healthy volunteers (n = 177), patients with SBO (n = 19), and patients with POI (n = 15) were recorded. A total of 10 recordings randomly selected from each category were replayed through speakers, with 15 of the recordings duplicated to surgical and internal medicine clinicians (n = 41) blinded to the clinical scenario. The sensitivity, positive predictive value, and intra-rater variability were determined based on the clinician's ability to properly categorize the bowel sound recording when blinded to additional clinical information. Secondary outcomes were the clinician's perceived level of expertise in interpreting bowel sounds. RESULTS The overall sensitivity for normal, SBO, and POI recordings was 32%, 22%, and 22%, respectively. The positive predictive value of normal, SBO, and POI recordings was 23%, 28%, and 44%, respectively. Intra-rater reliability of duplicated recordings was 59%, 52%, and 53% for normal, SBO, and POI, respectively. No statistically significant differences were found between the surgical and internal medicine clinicians for sensitivity, positive predictive value, or intra-rater variability. Overall, 44% of clinicians reported that they rarely listened to bowel sounds, whereas 17% reported that they always listened. CONCLUSIONS Auscultation of bowel sounds is not a useful clinical practice when differentiating patients with normal versus pathologic bowel sounds. The listener frequently arrives at an incorrect diagnosis. If routine abdominal auscultation is to be continued, our findings emphasize the need for improvements in training and education as well as advancements in the understanding of the objective acoustical properties of bowel sounds.
Collapse
Affiliation(s)
- Seth Felder
- Division of Colon and Rectal Surgery, Cedars-Sinai Medical Center, Los Angeles, California
| | - David Margel
- Division of Urologic Oncology, Princess Margaret Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Zuri Murrell
- Division of Colon and Rectal Surgery, Cedars-Sinai Medical Center, Los Angeles, California
| | - Phillip Fleshner
- Division of Colon and Rectal Surgery, Cedars-Sinai Medical Center, Los Angeles, California.
| |
Collapse
|
32
|
Emoto T, Shono K, Abeyratne UR, Okahisa T, Yano H, Akutagawa M, Konaka S, Kinouchi Y. ARMA-based spectral bandwidth for evaluation of bowel motility by the analysis of bowel sounds. Physiol Meas 2013; 34:925-36. [PMID: 23893043 DOI: 10.1088/0967-3334/34/8/925] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Approximately 10%-20% of adults and adolescents suffer from irritable bowel syndrome (IBS) worldwide. IBS is characterized by chronic gastrointestinal dysfunction which may reflect in altered motility. Currently, the diagnosis of IBS is made through expensive invasive radiographic and endoscopic examinations. However these are inconvenient and unsuited for community screening. Bowel sounds (BSs) can be easily recorded with non-invasive and low-cost equipment. Recently, several researchers have pointed out changes in features obtained from BS according to the pathological condition of bowel motility. However a widely accepted, simple automatic BS detection algorithm still has to be found, and the appropriate recording period needs to be investigated for further evaluation of bowel motility. In this study we propose a novel simple automatic method to detect the BSs based on the 3 dB bandwidth of the frequency peaks in the autoregressive moving average spectrum. We use the measure, sound-to-sound interval (SSI) obtained by the proposed method, to capture bowel motility. In this paper, we show that the proposed method for automatic detection could achieve a sensitivity of 87.8±5.88%, specificity of 91.7±4.33% and area under the curve of 0.923 when working on 16 healthy volunteers during mosapride administrations. Furthermore, we show that the measured SSI averaged over a period of 30 min can clearly capture bowel motility. Our findings should have the potential to contribute toward developing automated BS-based diagnosis of IBS.
Collapse
Affiliation(s)
- Takahiro Emoto
- Institute of Technology and Science, The University of Tokushima, Japan.
| | | | | | | | | | | | | | | |
Collapse
|