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Rakuša N, Sertić Z, Prutki M, Alduk AM, Gornik I. Factors Predicting CT Pulmonary Angiography Results in the Emergency Department. Diagnostics (Basel) 2025; 15:827. [PMID: 40218178 PMCID: PMC11988742 DOI: 10.3390/diagnostics15070827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2025] [Revised: 03/12/2025] [Accepted: 03/20/2025] [Indexed: 04/14/2025] Open
Abstract
Background: Pulmonary embolism (PE) remains a major concern in emergency patients presenting with respiratory symptoms, with an increase in the demand for CT pulmonary angiography (CTPA) and low yields of this ever more sensitive test. We wanted to investigate factors associated with pulmonary embolism on CTPA, aiming to reduce unnecessary requests. Methods: In a single-center, retrospective study, we analyzed all CTPA reports for emergency patients during the year 2023. Various patients' variables were evaluated for associations with the presence/absence of PE, including the presence or absence of pulmonary pathology identified prior to the CTPA order. Results: A total of 1555 CTPA reports were analyzed, of which 278 (17.9%) were positive for PE. The highest ORs (40.9) for PE were found for patients diagnosed with DVT prior to CTPA. The lowest odds ratios of having PE were found for patients with acute congestive heart failure (OR = 0.141), especially in the absence of cancer (OR = 0.089) and for patients with hypercapnia in COPD exacerbation (OR = 0.062). Tachycardia and hypoxemia were the physiological variables positively associated with PE, while hypercapnia was negatively associated with PE. For patients with heart failure, COPD exacerbation, and pneumonia, higher D-dimer cut-off values (3.87 mg/L, 1.25 mg/L, and 1.34 mg/L, respectively) were found to retain 100% sensitivity for PE. Conclusions: Stricter criteria for CTPA orders in the presence of other pulmonary pathologies may reduce unnecessary scanning. Higher D-dimer cut-off values in such cases may lead to higher specificity without sacrificing sensitivity.
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Affiliation(s)
- Nika Rakuša
- School of Medicine, University of Zagreb, 10000 Zagreb, Croatia; (N.R.); (M.P.); (A.M.A.)
| | - Zrinka Sertić
- Department of Internal Medicine, University Hospital Centre Zagreb, 10000 Zagreb, Croatia;
| | - Maja Prutki
- School of Medicine, University of Zagreb, 10000 Zagreb, Croatia; (N.R.); (M.P.); (A.M.A.)
- Department of Diagnostic and Interventional Radiology, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
| | - Ana Marija Alduk
- School of Medicine, University of Zagreb, 10000 Zagreb, Croatia; (N.R.); (M.P.); (A.M.A.)
- Department of Diagnostic and Interventional Radiology, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
| | - Ivan Gornik
- School of Medicine, University of Zagreb, 10000 Zagreb, Croatia; (N.R.); (M.P.); (A.M.A.)
- Department of Emergency Medicine, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
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Lee WC, Poon JK, Siah JJH, Chong MC, Lai C. Feasibility of low contrast volume and low injection flow rate in CT pulmonary angiography. J Med Imaging Radiat Sci 2025; 56:101349. [PMID: 38897899 DOI: 10.1016/j.jmir.2023.11.009] [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] [Received: 09/21/2023] [Revised: 11/12/2023] [Accepted: 11/22/2023] [Indexed: 06/21/2024]
Abstract
BACKGROUND Computed Tomography Pulmonary Angiography (CTPA) is currently the gold standard for diagnosing Pulmonary Embolism (PE), with a high flowrate (>4.5ml/s) for contrast media (CM) administration recommended for sufficient pulmonary artery opacification. However, this may not be achievable for patients with challenging IV access. AIM To determine if a low volume CM, low flowrate (LVLF) CTPA protocol produces images of similar image quality compared to a standard protocol in two aspects, in terms of peak arterial enhancement through the quantitative measurement of Hounsfield unit (HU) and based on subjective overall image quality. METHODS Retrospective collection of 151 patients who underwent CTPA via 320 slice multi-detector CT due to clinical suspicion of PE. 80 patients underwent the standard protocol, with a fixed flowrate of 4.5ml/s and 50ml of CM, while 71 patients underwent the LVLF protocol with up to a 37% and 30% reduction in flowrate and CM administered, respectively. Two independent radiographers measured the attenuation of multiple pulmonary arteries in HU, with ≥200HU being considered diagnostic. Overall image quality was also reviewed using a 5-point close-ended questionnaire by two independent radiologists. RESULTS There was no significant difference in terms of attenuation measured in HU for the seven regions of interest (main pulmonary trunk, right and left pulmonary arteries, right and left lobar arteries, and right and left subsegmental arteries (RSA and LSA)) between the LVLF and standard CTPA protocol. Similarly, there were no significant differences in the overall image quality score obtained from standard and LVLF protocols reported by both radiologists. CONCLUSION The LVLF protocol can achieve similar enhancement and subjective image quality as the standard CTPA protocol, potentially allowing for further optimisation in the CM dosage.
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Affiliation(s)
- Wan Chin Lee
- Radiography, Changi General Hospital, Singapore.
| | - Jun Kai Poon
- Health and Social Science Cluster, Singapore Institute of Technology, Singapore, Singapore
| | | | | | - Christopher Lai
- Health and Social Science Cluster, Singapore Institute of Technology, Singapore, Singapore
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Dudhe SS, Mishra G, Parihar P, Nimodia D, Kumari A. Radiation Dose Optimization in Radiology: A Comprehensive Review of Safeguarding Patients and Preserving Image Fidelity. Cureus 2024; 16:e60846. [PMID: 38910606 PMCID: PMC11191847 DOI: 10.7759/cureus.60846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 05/22/2024] [Indexed: 06/25/2024] Open
Abstract
Radiation dose optimization in radiology is a critical aspect of modern healthcare, aimed at balancing the necessity of diagnostic imaging with the imperative of patient safety. This comprehensive review explores the fundamental principles, techniques, and considerations in optimizing radiation dose to safeguard patients while preserving image fidelity. Beginning with acknowledging the inherent risks associated with medical radiation exposure, the review highlights strategies such as the As Low as Reasonably Achievable (ALARA) principle, technological advancements, and quality assurance measures to minimize radiation dose without compromising diagnostic accuracy. Regulatory guidelines and the importance of patient education and informed consent are also discussed. Through a synthesis of current knowledge and emerging trends, the review underscores the pivotal role of radiation dose optimization in radiology practice. Furthermore, it emphasizes the need for ongoing research and collaboration to advance dose reduction strategies, establish standards for radiation safety, and explore personalized dose optimization approaches. By prioritizing radiation dose optimization, healthcare providers can ensure the highest standards of patient care while minimizing potential risks associated with medical radiation exposure.
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Affiliation(s)
- Sakshi S Dudhe
- Radiodiagnosis, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Gaurav Mishra
- Radiodiagnosis, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Pratapsingh Parihar
- Radiodiagnosis, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Devyansh Nimodia
- Radiodiagnosis, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Anjali Kumari
- Radiodiagnosis, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
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Ippolito D, Porta M, Maino C, Riva L, Ragusi M, Giandola T, Franco PN, Cangiotti C, Gandola D, De Vito A, Talei Franzesi C, Corso R. Feasibility of Low-Dose and Low-Contrast Media Volume Approach in Computed Tomography Cardiovascular Imaging Reconstructed with Model-Based Algorithm. Tomography 2024; 10:286-298. [PMID: 38393291 PMCID: PMC10891780 DOI: 10.3390/tomography10020023] [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] [Received: 01/12/2024] [Revised: 02/02/2024] [Accepted: 02/13/2024] [Indexed: 02/25/2024] Open
Abstract
Aim: To evaluate the dose reduction and image quality of low-dose, low-contrast media volume in computed tomography (CT) examinations reconstructed with the model-based iterative reconstruction (MBIR) algorithm in comparison with the hybrid iterative (HIR) one. Methods: We prospectively enrolled a total of 401 patients referred for cardiovascular CT, evaluated with a 256-MDCT scan with a low kVp (80 kVp) reconstructed with an MBIR (study group) or a standard HIR protocol (100 kVp-control group) after injection of a fixed dose of contrast medium volume. Vessel contrast enhancement and image noise were measured by placing the region of interest (ROI) in the left ventricle, ascending aorta; left, right and circumflex coronary arteries; main, right and left pulmonary arteries; aortic arch; and abdominal aorta. The signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) were computed. Subjective image quality obtained by consensus was assessed by using a 4-point Likert scale. Radiation dose exposure was recorded. Results: HU values of the proximal tract of all coronary arteries; main, right and left pulmonary arteries; and of the aorta were significantly higher in the study group than in the control group (p < 0.05), while the noise was significantly lower (p < 0.05). SNR and CNR values in all anatomic districts were significantly higher in the study group (p < 0.05). MBIR subjective image quality was significantly higher than HIR in CCTA and CTPA protocols (p < 0.05). Radiation dose was significantly lower in the study group (p < 0.05). Conclusions: The MBIR algorithm combined with low-kVp can help reduce radiation dose exposure, reduce noise, and increase objective and subjective image quality.
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Affiliation(s)
- Davide Ippolito
- Departement of Medicine and Surgery, University of Milano-Bicocca, Piazza OMS 1, 20100 Milano, Italy;
- Department of Diagnostic Radiology, Fondazione IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (M.P.); (L.R.); (M.R.); (T.G.); (P.N.F.); (C.C.); (D.G.); (A.D.V.); (C.T.F.); (R.C.)
| | - Marco Porta
- Department of Diagnostic Radiology, Fondazione IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (M.P.); (L.R.); (M.R.); (T.G.); (P.N.F.); (C.C.); (D.G.); (A.D.V.); (C.T.F.); (R.C.)
| | - Cesare Maino
- Department of Diagnostic Radiology, Fondazione IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (M.P.); (L.R.); (M.R.); (T.G.); (P.N.F.); (C.C.); (D.G.); (A.D.V.); (C.T.F.); (R.C.)
| | - Luca Riva
- Department of Diagnostic Radiology, Fondazione IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (M.P.); (L.R.); (M.R.); (T.G.); (P.N.F.); (C.C.); (D.G.); (A.D.V.); (C.T.F.); (R.C.)
| | - Maria Ragusi
- Department of Diagnostic Radiology, Fondazione IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (M.P.); (L.R.); (M.R.); (T.G.); (P.N.F.); (C.C.); (D.G.); (A.D.V.); (C.T.F.); (R.C.)
| | - Teresa Giandola
- Department of Diagnostic Radiology, Fondazione IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (M.P.); (L.R.); (M.R.); (T.G.); (P.N.F.); (C.C.); (D.G.); (A.D.V.); (C.T.F.); (R.C.)
| | - Paolo Niccolò Franco
- Department of Diagnostic Radiology, Fondazione IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (M.P.); (L.R.); (M.R.); (T.G.); (P.N.F.); (C.C.); (D.G.); (A.D.V.); (C.T.F.); (R.C.)
| | - Cecilia Cangiotti
- Department of Diagnostic Radiology, Fondazione IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (M.P.); (L.R.); (M.R.); (T.G.); (P.N.F.); (C.C.); (D.G.); (A.D.V.); (C.T.F.); (R.C.)
| | - Davide Gandola
- Department of Diagnostic Radiology, Fondazione IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (M.P.); (L.R.); (M.R.); (T.G.); (P.N.F.); (C.C.); (D.G.); (A.D.V.); (C.T.F.); (R.C.)
| | - Andrea De Vito
- Department of Diagnostic Radiology, Fondazione IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (M.P.); (L.R.); (M.R.); (T.G.); (P.N.F.); (C.C.); (D.G.); (A.D.V.); (C.T.F.); (R.C.)
| | - Cammillo Talei Franzesi
- Department of Diagnostic Radiology, Fondazione IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (M.P.); (L.R.); (M.R.); (T.G.); (P.N.F.); (C.C.); (D.G.); (A.D.V.); (C.T.F.); (R.C.)
| | - Rocco Corso
- Department of Diagnostic Radiology, Fondazione IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (M.P.); (L.R.); (M.R.); (T.G.); (P.N.F.); (C.C.); (D.G.); (A.D.V.); (C.T.F.); (R.C.)
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An J, Dong Y, Niu H. FEASIBILITY STUDY OF LOW TUBE VOLTAGE COMPUTER TOMOGRAPHY ANGIOGRAPHY (CTA) FOR BRONCHIAL ARTERY IMAGING IN PATIENTS WITH HEMOPTYSIS. RADIATION PROTECTION DOSIMETRY 2023; 199:171-177. [PMID: 36521800 DOI: 10.1093/rpd/ncac254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 11/05/2022] [Accepted: 11/07/2022] [Indexed: 06/17/2023]
Abstract
OBJECTIVE To investigate the application of low tube voltage computer tomography angiography (CTA) in bronchial artery (BA) imaging in hemoptysis patients. METHODS Between January 2017 and December 2021, 119 patients were studied, including 31 in the 80-kV group, 39 in the 100-kV group and 49 in the control group (120 kV). The CT dose index-volume (CTDIvol) (mGy) and effective dose (ED) (mSv) of each group were comparatively analysed. Image quality evaluation included the signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR) and subjective 5-scores. RESULTS Statistically significant differences were noted in CTDIvol, ED, SNR, CNR and image quality scores of the groups (P < 0.05). Comparative analysis showed no statistical difference in CTDIvol, ED and image quality scores between the 80- and 100-kV groups. CONCLUSION Low tube voltage CTA is useful in BA imaging for hemoptysis patients. Tube voltages of 100 kV have better image quality and lower radiation dose.
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Affiliation(s)
- Jianli An
- Department of Interventional treatment, Qinhuangdao Municipal No. 1 Hospital, No. 258 Wenhua Road, Qinhuangdao, Hebei Province 066001, PR China
| | - Yanchao Dong
- Department of Interventional treatment, Qinhuangdao Municipal No. 1 Hospital, No. 258 Wenhua Road, Qinhuangdao, Hebei Province 066001, PR China
| | - Hongtao Niu
- Department of Interventional treatment, Qinhuangdao Municipal No. 1 Hospital, No. 258 Wenhua Road, Qinhuangdao, Hebei Province 066001, PR China
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Diagnosing Pulmonary Embolism With Computed Tomography Pulmonary Angiography: Diagnostic Accuracy of a Reduced Scan Range. J Thorac Imaging 2022; 37:323-330. [PMID: 35797627 PMCID: PMC9394489 DOI: 10.1097/rti.0000000000000664] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
PURPOSE Computed tomography pulmonary angiography (CT-PA) is frequently used in the diagnostic workup of pulmonary embolism (PE), even in highly radiosensitive patient populations. This study aims to assess CT-PA with reduced z -axis coverage (compared with a standard scan range covering the entire lung) for its sensitivity for detecting PE and its potential to reduce the radiation dose. MATERIALS AND METHODS We retrospectively analyzed 602 consecutive CT-PA scans with definite or possible PE reported. A reduced scan range was defined based on the topogram, where the cranial slice was set at the top of the aortic arch and the caudal slice at the top of the lower hemidiaphragm. Locations of emboli in relation to the reduced scan range were recorded. RESULTS We included 513 CT-PA scans with definite acute PE in statistical analysis. Patients' median age was 66 (52 to 77) years, 46% were female. Median dose length product was 270.8 (111.3 to 503.9) mGy*cm. Comparing the original and reduced scan ranges, the mean scan length was significantly reduced by 48.0±8.6% (26.8±3.0 vs. 13.9±2.6 cm, P <0.001). Single emboli outside the reduced range in addition to emboli within were found in 15 scans (2.9%), while only 1 scan (0.2%) had an embolus outside the reduced range and none within it. The resulting sensitivity of CT-PA with reduced scan range was 99.81% (95% confidence interval: 98.74%-99.99%) for detecting any PE. CONCLUSION A reduced scan length in CT-PA, as defined above, would substantially decrease radiation dose while maintaining diagnostic accuracy for detecting PE.
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Almujally A, Tamam N, Sulieman A, Doung TT, Omer H, Abuhadi N, Salah H, Mattar E, Khandaker MU, Bradley D. Evaluation of paediatric computed tomography imaging for brain, abdomen procedures. Radiat Phys Chem Oxf Engl 1993 2022. [DOI: 10.1016/j.radphyschem.2022.110271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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Wang LJ, Wong YC, Hwang YS, Pang ST, Chuang CK, Chang YH. Split-bolus computed tomography urography (CTU) achieves more than half of radiation dose reduction in females and overweight patients than conventional single-bolus computed tomography urography. Transl Oncol 2021; 14:101151. [PMID: 34111709 PMCID: PMC8193142 DOI: 10.1016/j.tranon.2021.101151] [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: 03/25/2021] [Revised: 05/06/2021] [Accepted: 06/03/2021] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVE To compare radiation dose between single-bolus and split-bolus computed tomography urography (CTU). MATERIALS AND METHODS We prospectively enrolled patients undergoing single-bolus and split-bolus CTU from 2019 June to 2020 June. The age, sex and body mass index (BMI) of each patient was recorded and categorized into BMI classes. The radiation dose indices including volumetric computed dose index, size-specific dose estimate, dose length product and effective dose of each patient were compared between 2 CTU groups with calculation of dose reduction proportions (DRPs). RESULTS Seventy-six patients underwent single-bolus (n = 39) and split-bolus (n = 37) CTU. Single-bolus CTU had higher radiation doses than split-bolus CTU and there were statistically significant differences of all radiation dose indices between two CTU groups without and with stratification by sex and BMI classes. The DRPs of volumetric computed dose index, size-specific dose estimate, dose length product and effective dose using split-bolus CTU were 49%, 49%. 50%, and 45%, respectively. Multiple linear regression with an effect size (f2) as 2.24 showed females (p = 0.027) and higher BMI classes (p = 2.38 *10-9) were associated with higher effective doses; and split-bolus CTU, lower effective doses (p = 5.40 *10-15). Using split-bolus CTU, females had consistently higher DRP of all radiation dose indices than males (54-55% versus 40-42%). Overweight patients had the largest DRP as 55% of effective dose. CONCLUSIONS Split-bolus CTU could be preferred by its significant radiation dose reduction effect in regard to single-bolus CTU, which was most profound in females and overweight patients.
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Affiliation(s)
- Li-Jen Wang
- Department of Medical Imaging and Intervention, New Taipei Municipal Tucheng Hospital, Chang Gung Medical foundation, New Taipei City, Tucheng District, No. 6, Section 2, Jincheng Road, Taiwan; Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.
| | - Yon-Cheong Wong
- Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Medical Imaging and Intervention, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Yi-Shuan Hwang
- Department of Medical Imaging and Intervention, New Taipei Municipal Tucheng Hospital, Chang Gung Medical foundation, New Taipei City, Tucheng District, No. 6, Section 2, Jincheng Road, Taiwan; Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - See-Tong Pang
- Department of Urology, Linkou Chang Gung Memorial Hospital, College of Medicine, Taoyuan, Taiwan
| | - Cheng-Keng Chuang
- Department of Urology, Linkou Chang Gung Memorial Hospital, College of Medicine, Taoyuan, Taiwan
| | - Ying-Hsu Chang
- Department of Urology, Linkou Chang Gung Memorial Hospital, College of Medicine, Taoyuan, Taiwan; Department of Urology, New Taipei Municipal Tucheng Hospital, Chang Gung Medical foundation, New Taipei City, Taiwan
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Moore K, Kunin J, Alnijoumi M, Nagpal P, Bhat AP. Current Endovascular Treatment Options in Acute Pulmonary Embolism. J Clin Imaging Sci 2021; 11:5. [PMID: 33598362 PMCID: PMC7881502 DOI: 10.25259/jcis_229_2020] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 01/09/2021] [Indexed: 01/08/2023] Open
Abstract
Acute pulmonary embolism (PE) is a significant cause of mortality and morbidity across the globe. Over the last few decades, there have been major therapeutic advances in acute PE management, including catheter-based therapy. However, the effectiveness of catheter-based therapy in acute PE is not supported by Level I evidence, making the use of this promising treatment rather controversial and ambiguous. In this paper, we discuss the risk stratification of acute PE and review the medical and endovascular treatment options. We also summarize and review the data supporting the use of endovascular treatment options in acute PE and describe the potential role of the PE response team.
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Affiliation(s)
- Kelli Moore
- Department of Radiology, Section of Pulmonary and Critical Care, University of Missouri, Columbia, Missouri, United States
| | - Jeff Kunin
- Department of Radiology, Section of Pulmonary and Critical Care, University of Missouri, Columbia, Missouri, United States
| | - Mohammed Alnijoumi
- Department of Medicine, Section of Pulmonary and Critical Care, University of Missouri, Columbia, Missouri, United States
| | - Prashant Nagpal
- Department of Radiology, University of Iowa Hospitals and Clinics, Iowa City, Iowa, United States
| | - Ambarish P Bhat
- Department of Radiology, Section of Pulmonary and Critical Care, University of Missouri, Columbia, Missouri, United States
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