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CT Use Reduction In Ostensive Ureteral Stone (CURIOUS). Am J Emerg Med 2023; 67:168-175. [PMID: 36898306 DOI: 10.1016/j.ajem.2023.02.025] [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: 08/30/2022] [Revised: 02/13/2023] [Accepted: 02/20/2023] [Indexed: 02/26/2023] Open
Abstract
INTRODUCTION Computed tomography (CT) is performed in over 90% of patients diagnosed with ureteral stones, but only 10% of patients presenting to the emergency department (ED) with acute flank pain are hospitalized for a clinically important stone or non-stone diagnosis. Hydronephrosis can be accurately detected using point-of-care ultrasound and is a key predictor of ureteral stone and risk of subsequent complications. The absence of hydronephrosis is insufficient to exclude a stone. We created a sensitive clinical decision rule to predict clinically important ureteral stones. We hypothesized that this rule could identify patients at low risk for this outcome. METHODS We conducted a retrospective cohort study in a random sample of 4000 adults who presented to one of 21 Kaiser Permanente Northern California EDs and underwent a CT for suspected ureteral stone from 1/1/2016 to 12/31/2020. The primary outcome was clinically important stone, defined as stone resulting in hospitalization or urologic procedure within 60 days. We used recursive partition analysis to generate a clinical decision rule predicting the outcome. We estimated the C-statistic (area under the curve), plotted the receiver operating characteristic (ROC) curve for the model, and calculated sensitivity, specificity, and predictive values of the model based on a risk threshold of 2%. RESULTS Among 4000 patients, 354 (8.9%) had a clinically important stone. Our partition model resulted in four terminal nodes with risks ranging from 0.4% to 21.8%. The area under the ROC curve was 0.81 (95% CI 0.80, 0.83). Using a 2% risk cut point, a clinical decision tree including hydronephrosis, hematuria, and a history of prior stones predicted complicated stones with sensitivity 95.5% (95% CI 92.8%-97.4%), specificity 59.9% (95% CI 58.3%-61.5%), positive predictive value 18.8% (95% CI 18.1%-19.5%), and negative predictive value 99.3% (95% CI 98.8%-99.6%). CONCLUSIONS Application of this clinical decision rule to imaging decisions would have led to 63% fewer CT scans with a miss rate of 0.4%. A limitation was the application of our decision rule only to patients who underwent CT for suspected ureteral stone. Thus, this rule would not apply to patients who were thought to have ureteral colic but did not receive a CT because ultrasound or history were sufficient for diagnosis. These results could inform future prospective validation studies.
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Avda Y, Shpunt I, Modai J, Leibovici D, Berkowitz B, Shilo Y. Potential Markers to Reduce Non-Contrast Computed Tomography Use for Symptomatic Patients with Suspected Ureterolithiasis. J Pers Med 2022; 12:jpm12081350. [PMID: 36013299 PMCID: PMC9410145 DOI: 10.3390/jpm12081350] [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: 08/01/2022] [Revised: 08/16/2022] [Accepted: 08/18/2022] [Indexed: 11/29/2022] Open
Abstract
Most patients with ureterolithiasis are managed successfully with conservative treatment. In this context, delineation of clinical risk factors that identify patients with low risk for surgical intervention may reduce use of Non-Contrast Computed Tomography (NCCT). Here, emergency department patient files from a 14-month period were reviewed retrospectively, to identify patients who underwent NCCT and showed a ureteral stone. Demographic, clinical and laboratory information was collected. Patients were grouped to either requiring surgical intervention (Group 1) or having successful conservative management (Group 2). The cohort included 368 patients; 36.1% ultimately required surgical intervention (Group 1) and 63.9% were successfully treated conservatively (Group 2). On univariate analysis, patients who required surgical intervention were older, had longer duration of symptoms, had history of urolithiasis and surgical intervention for urolithiasis and had higher serum creatinine levels. Multivariate analysis identified the following risk factors associated with surgical intervention: creatinine >1.5 mg/dL, duration of symptoms ≥ 1.5 days and age > 45 years. Patients with 0, 1, 2 or 3 of the identified risk factors had 19%, 32%, 53% and 73% likelihood, respectively, of surgical intervention. Incorporating these data may reduce the use of NCCT scans in patients who are likely to pass a stone via conservative management.
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Affiliation(s)
- Yuval Avda
- Department of Urology, Kaplan Medical Center, Affiliated with the Hebrew University, Rehovot 7661041, Israel
| | - Igal Shpunt
- Department of Urology, Kaplan Medical Center, Affiliated with the Hebrew University, Rehovot 7661041, Israel
| | - Jonathan Modai
- Department of Urology, Kaplan Medical Center, Affiliated with the Hebrew University, Rehovot 7661041, Israel
| | - Dan Leibovici
- Department of Urology, Kaplan Medical Center, Affiliated with the Hebrew University, Rehovot 7661041, Israel
| | - Brian Berkowitz
- Department of Earth and Planetary Sciences, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Yaniv Shilo
- Department of Urology, Kaplan Medical Center, Affiliated with the Hebrew University, Rehovot 7661041, Israel
- Correspondence:
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Doty E, DiGiacomo S, Gunn B, Westafer L, Schoenfeld E. What are the clinical effects of the different emergency department imaging options for suspected renal colic? A scoping review. J Am Coll Emerg Physicians Open 2021; 2:e12446. [PMID: 34179874 PMCID: PMC8208654 DOI: 10.1002/emp2.12446] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 04/02/2021] [Accepted: 04/05/2021] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVES Clinicians have minimal guidance regarding the clinical consequences of each radiologic imaging option for suspected renal colic in the emergency department (ED), particularly in relation to patient-centered outcomes. In this scoping review, we sought to identify studies addressing the impact of imaging options on patient-centered aspects of ED renal colic care to help clinicians engage in informed shared decision making. Specifically, we sought to answer questions regarding the effect of obtaining computed tomography (CT; compared with an ultrasound or delayed imaging) on safety outcomes, accuracy, prognosis, and cost (financial and length of stay [LOS]). METHODS We conducted a comprehensive search using Pubmed, EMBASE, Web of Science conference proceedings index, and Google Scholar, identifying studies pertaining to renal colic, urolithiasis, and ureterolithiasis. In a prior qualitative study, stakeholders identified 14 key questions regarding renal colic care in the domains of safety, accuracy, prognosis, and cost. We systematically screened studies and reviewed the full text of articles based on their ability to address the 14 key questions. RESULTS Our search yielded 2570 titles, and 68 met the inclusion criteria. Substantial evidence informed questions regarding test accuracy and radiation exposure, but less evidence was available regarding the effect of imaging modality on patient-oriented outcomes such as cost and prognosis (admissions, ED revisits, and procedures). Reviewed studies demonstrated that both standard renal protocol CT and low-dose CT are highly accurate, with ultrasound having lower accuracy. Several studies found that ureterolithiasis diagnosed by ultrasound was associated with overall reduced radiation exposure. Existing studies did not suggest choice of imaging influences prognosis. Several studies found no substantial differences in monetary cost, but LOS was found to be shorter if a diagnosis was made with point-of-care ultrasound. CONCLUSION There is a plethora of data related to imaging accuracy. However, there is minimal data regarding the effect of CT on many patient-centered outcomes. Further research could improve the patient-centeredness of ED care.
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Affiliation(s)
- Erik Doty
- Department of Emergency MedicineUniversity of Massachusetts Medical School–BaystateSpringfieldMassachusettsUSA
| | - Stephen DiGiacomo
- Department of Emergency MedicineUniversity of Massachusetts Medical School–BaystateSpringfieldMassachusettsUSA
| | - Bridget Gunn
- Information and Knowledge Services, Health Sciences Library, Baystate Medical CenterSpringfieldMAUSA
| | - Lauren Westafer
- Department of Emergency MedicineUniversity of Massachusetts Medical School–BaystateSpringfieldMassachusettsUSA
- Institute for Healthcare Delivery and Population ScienceUniversity of Massachusetts Medical School–BaystateSpringfieldMassachusettsUSA
| | - Elizabeth Schoenfeld
- Department of Emergency MedicineUniversity of Massachusetts Medical School–BaystateSpringfieldMassachusettsUSA
- Institute for Healthcare Delivery and Population ScienceUniversity of Massachusetts Medical School–BaystateSpringfieldMassachusettsUSA
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Imaging in suspected ureteral colic: Creating new decision rules based on multispecialty consensus. Am J Emerg Med 2021; 47:13-16. [PMID: 33744486 DOI: 10.1016/j.ajem.2021.03.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Revised: 03/03/2021] [Accepted: 03/11/2021] [Indexed: 11/23/2022] Open
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Application of decision rules on diagnosis and prognosis of renal colic: a systematic review and meta-analysis. Eur J Emerg Med 2020; 27:87-93. [PMID: 31356369 DOI: 10.1097/mej.0000000000000610] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Renal colic is a prevalent emergency department presentation resulting from urolithiasis. Clinical decision rules for the diagnosis of urolithiasis were developed to help clinicians with better judgment. In this systematic review, we assessed the performance of prediction rules on urolithiasis diagnosis and prognosis. MEDLINE, Embase, Web of Science, and Scopus were searched for studies on the performance of a clinical decision tool for diagnosis or prognosis of urolithiasis. Performance and accuracy of the rules were the key outcomes of interest. Databases were searched from inception to March 2019. Of the 4980 articles reviewed, 28 studies were included in the present analysis. Twenty-one studies were on urolithiasis diagnosis (including eight studies on STONE rule), and 10 studies reported urolithiasis outcomes. Studies were at low to moderate risk of bias. The pooling of data on STONE showed that the prevalence of urolithiasis in low, moderate, and high risk groups were: 12% (95% confidence interval 9%-15%), 53% (95% confidence interval 43%-62%), and 83% (95% confidence interval 75%-91%), respectively. In the high risk score group, prevalence of clinically important alternative diagnosis was 1% (95% confidence interval 0%-2%) and 11% (95% confidence interval 8%-13%) of patients needed intervention. STONE scoring system is useful in estimating the prevalence of urolithiasis but high heterogeneity among the studies makes it unsuitable for application. Other decision tools were poorly studied and cannot be recommended for clinical use.
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Hall MK, Samson PC, Kessler R, Lehnhardt K, Easter B, Thiel J, Wessells H, Bailey MR, Harper JD. Pearl-unjammed: the Seattle stone maneuver for ureteropelvic junction urolithiasis. J Am Coll Emerg Physicians Open 2020; 1:252-256. [PMID: 32613205 PMCID: PMC7329006 DOI: 10.1002/emp2.12047] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Renal colic encounters are common; in the United States alone, they represent greater than one million annual emergency department (ED) visits. Most of these stones are managed conservatively with a trial of passage. However, some lead to repeat colic episodes, secondary ED visits, increased anxiety, and increased cost. Of the 5%-10% of symptomatic stones that become lodged at the ureteropelvic junction and are larger than 5 mm, most require operative intervention. In the process of executing a NASA-funded study of ultrasonic repositioning of kidney stones, the subject was administered fluid to dilate the collecting system, placed in Trendelenburg bed positioning, and rolled to both sides. During this process a symptomatic, obstructing 9-mm ureteropelvic junction stone moved back into the kidney's lower pole/infundibulum and symptoms were immediately resolved. The patient remained asymptomatic for a period of 5 weeks at which point elective intervention was scheduled. This case demonstrates that ureteropelvic junction stones may be repositioned in a non-invasive manner, turning a stone that requires urgent intervention into one that can be managed electively.
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Affiliation(s)
- M Kennedy Hall
- Department of Emergency Medicine, University of Washington School of Medicine, Seattle, Washington
| | - Patrick C Samson
- Department of Urology, Weill Medical College of Cornell University, New York, New York
| | - Ross Kessler
- Department of Emergency Medicine, University of Washington School of Medicine, Seattle, Washington
| | - Kris Lehnhardt
- Department of Emergency Medicine and Center for Space Medicine, Baylor College of Medicine, Houston, Texas.,Exploration Medical Capability, Human Research Program, NASA Johnson Space Center, Houston, Texas
| | - Benjamin Easter
- Exploration Medical Capability, Human Research Program, NASA Johnson Space Center, Houston, Texas.,Department of Emergency Medicine, University of Colorado School of Medicine, Aurora, Colorado
| | - Jeff Thiel
- Center for Industrial and Medical Ultrasound, Applied Physics Laboratory, University of Washington, Seattle, Washington
| | - Hunter Wessells
- Department of Urology, University of Washington School of Medicine, Seattle, Washington
| | - Michael R Bailey
- Center for Industrial and Medical Ultrasound, Applied Physics Laboratory, University of Washington, Seattle, Washington.,Department of Urology, University of Washington School of Medicine, Seattle, Washington
| | - Jonathan D Harper
- Department of Urology, University of Washington School of Medicine, Seattle, Washington
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Al-Terki A, El-Nahas AR, Abdelhamid U, Al-Ruwaished MA, Alanzi T, Al-Shaiji TF. Development and validation of a score for emergency intervention in patients with acute renal colic secondary to ureteric stones. Arab J Urol 2020; 18:236-240. [PMID: 33312734 PMCID: PMC7717624 DOI: 10.1080/2090598x.2020.1761143] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Objectives: To develop and validate a scoring system to assess the need for emergency intervention (EI) in patients with uncomplicated acute renal colic (ARC) due to ureteric stones. Patients and methods: From May 2017 to April 2019, 382 adult patients presented to emergency department with ARC due to ureteral stones diagnosed by non-contrast computed tomography. Patients with solitary kidney, complications secondary to obstruction (intractable vomiting, fever or sepsis), bilateral ureteric stones, Stage ≥3 chronic kidney disease or those who underwent treatment of urolithiasis within the past 6 months were excluded. EI was performed in cases with persistent or recurrent pain despite analgesics. Multivariate analysis was performed for the first 200 patients to detect risk factors for EI. The score was developed from significant factors. Sensitivity and specificity of the ARC score were calculated using receiver operator characteristic (ROC) curve analysis. The data of last 182 patients were used for validation of the score. Results: In the first 200 patients, EI was needed in 119 patients (59.5%) and included ureteric stents in 92, ureteroscopy in 25 and percutaneous nephrostomy in two. Significant factors for EI were stone location (relative risk [RR] 3.34, P = 0.026), creatinine level (RR 1.04, P < 0.001), leucocyte count (RR 1.69, P < 0.001), and stone length (RR 1.85, P < 0.001). A score using these four variables was developed. The ARC score sensitivity was 86%, specificity was 80% and the area under the ROC curve was 0.902. Validation of the score showed strong correlation between ARC score and need for EI (r = 0.788, P < 0.001). Conclusions: The ARC score is a validated, highly sensitive and specific novel score to determine the need for EI in patients with uncomplicated ARC secondary to ureteric stones. Abbreviations: ARC: acute renal colic; AUC: area under the ROC curve; CDR: clinical decision rules; CKD: chronic kidney disease; ED: emergency department; EI: emergency intervention; MET: medical expulsive therapy; NCCT: non-contrast CT; PCNL, percutaneous nephrolithotomy; ROC: receiver operator characteristic; S.T.O.N.E.: stone size (S), tract length (T), obstruction (O), number of involved calyces (N), and essence or stone density (E); SWL: extracorporeal shockwave lithotripsy; URS: ureteroscopy; WBC: white blood cell.
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Affiliation(s)
| | - Ahmed R El-Nahas
- Urology Unit, Al-Amiri Hospital, Kuwait City, Kuwait.,Professor of Urology, Urology and Nephrology Center, Mansoura University, Mansoura, Egypt.,Urology Consultant, Al-Amiri Hospital, Gulf Road, Sharq, Kuwait City, Kuwait
| | | | | | - Talal Alanzi
- Urology Unit, Farwaniya Hospital, Farwaniyah Governorate, Farwaniyah, Kuwait
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Moore CL, Carpenter CR, Heilbrun ME, Klauer K, Krambeck AC, Moreno C, Remer EM, Scales C, Shaw MM, Sternberg KM. Imaging in Suspected Renal Colic: Systematic Review of the Literature and Multispecialty Consensus. J Am Coll Radiol 2019; 16:1132-1143. [PMID: 31402228 DOI: 10.1016/j.jacr.2019.04.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 04/03/2019] [Indexed: 12/28/2022]
Abstract
BACKGROUND Renal colic is common, and CT is frequently utilized when the diagnosis of kidney stones is suspected. CT is accurate but exposes patients to ionizing radiation and has not been shown to alter either interventional approaches or hospital admission rates. This multi-organizational transdisciplinary collaboration sought evidence-based, multispecialty consensus on optimal imaging across different clinical scenarios in patients with suspected renal colic in the acute setting. METHODS In conjunction with the American College of Emergency Physicians (ACEP) eQual network, we formed a nine-member panel with three physician representatives each from ACEP, the ACR, and the American Urology Association. A systematic literature review was used as the basis for a three-step modified Delphi process to seek consensus on optimal imaging in 29 specific clinical scenarios. RESULTS From an initial search yielding 6,337 records, there were 232 relevant articles of acceptable evidence quality to guide the literature summary. At the completion of the Delphi process consensus, agreement was rated as perfect in 15 (52%), excellent in 8 (28%), good in 3 (10%), and moderate in 3 (10%) of the 29 scenarios. There were no scenarios where at least moderate consensus was not reached. CT was recommended in 7 scenarios (24%), with ultrasound in 9 (31%) and no further imaging needed in 12 (45%). SUMMARY Evidence and multispecialty consensus support ultrasound or no further imaging in specific clinical scenarios, with reduced-radiation dose CT to be employed when CT is needed in patients with suspected renal colic.
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Affiliation(s)
- Christopher L Moore
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut.
| | - Christopher R Carpenter
- Department of Emergency Medicine, Washington University in Saint Louis, Saint Louis, Missouri
| | - Marta E Heilbrun
- Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Kevin Klauer
- Emergency Medicine, University of Tennessee, Chattanooga, Tennessee; Department of Family Medicine, University of Tennessee, Knoxville, Tennessee; Department of Osteopathic Specialties, Michigan State University, East Lansing, Michigan
| | - Amy C Krambeck
- Department of Urology, Indiana University School of Medicine, Indianapolis, Indiana
| | - Courtney Moreno
- Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Erick M Remer
- Imaging Institute and Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, Ohio
| | - Charles Scales
- Duke Clinical Research Institute and Department of Surgery (Urology), Duke University School of Medicine, Durham, North Carolina
| | - Melissa M Shaw
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Kevan M Sternberg
- Department of Urology, University of Vermont Medical Center, Burlington, Vermont
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Pathan SA, Mitra B, Mirza S, Momin U, Ahmed Z, Andraous LG, Shukla D, Shariff MY, Makki MM, George TT, Khan SS, Thomas SH, Cameron PA. Emergency Physician Interpretation of Point-of-care Ultrasound for Identifying and Grading of Hydronephrosis in Renal Colic Compared With Consensus Interpretation by Emergency Radiologists. Acad Emerg Med 2018; 25:1129-1137. [PMID: 29663580 DOI: 10.1111/acem.13432] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2017] [Revised: 03/06/2018] [Accepted: 04/09/2018] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The ability of emergency physicians (EPs) to identify hydronephrosis using point-of-care ultrasound (POCUS) has been assessed in the past using computed tomography (CT) scans as the reference standard. We aimed to determine the ability of EPs to identify and grade hydronephrosis on POCUS using the consensus interpretation of POCUS by emergency radiologists as the reference standard. METHODS The study was conducted at an urban academic emergency department (ED) as a secondary analysis of previously collected ultrasound data from the EP-performed POCUS databank. Patients were eligible for inclusion if they had both POCUS and CT scanning performed during the index ED visit. Two board-certified emergency radiologists and six EPs interpreted each POCUS study independently. The interpretations were compared with the consensus interpretation by emergency radiologists. Additionally, the POCUS interpretations were also compared with the corresponding CT findings. Institutional approval was obtained for conducting this study. All the analyses were performed using Stata MP 14.0 (StataCorp). RESULTS A total of 651 patient image-data sets were eligible for inclusion in this study. Hydronephrosis was reported in 69.6% of POCUS examinations by radiologists and 72.7% of CT scans (p = 0.22). Using the consensus radiology interpretation of POCUS as the reference standard, EPs had an overall sensitivity of 85.7% (95% confidence interval [CI] = 84.3%-87.0%), specificity of 65.9% (95% CI = 63.1%-68.7%), positive likelihood ratio of 2.5 (95% CI = 2.3-2.7), and negative likelihood ratio of 0.22 (95% CI = 0.19-0.24) for hydronephrosis. When using CT scan as the reference standard, the EPs had an overall sensitivity of 81.1% (95% CI = 79.6% to 82.5%), specificity of 59.4% (95% CI = 56.4%-62.5%), positive likelihood ratio of 2.0 (95% CI = 1.8-2.2), and negative likelihood ratio of 0.32 (95% CI = 0.29-0.35) for hydronephrosis. The specificity of EPs was improved to 94.6% (95% CI = 93.7%-95.4%) for categorizing the degree of hydronephrosis as "moderate or severe" versus "none or mild," with positive likelihood ratio of 6.33 (95% CI = 5.3-7.5) and negative likelihood ratio of 0.69 (95% CI = 0.66-0.73). CONCLUSIONS Emergency physicians were found to have moderate to high sensitivity for identifying hydronephrosis on POCUS when compared with the consensus interpretation of the same studies by emergency radiologists. These POCUS findings by EPs produced more definitive results when at least moderate degree of hydronephrosis was present.
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Affiliation(s)
- Sameer A. Pathan
- Emergency Department Hamad General Hospital Hamad Medical Corporation DohaQatar
- Department of Epidemiology & Preventive Medicine School of Public Health and Preventive Medicine Monash University Melbourne Australia
- National Trauma Research Institute The Alfred Hospital MelbourneAustralia
| | - Biswadev Mitra
- Department of Epidemiology & Preventive Medicine School of Public Health and Preventive Medicine Monash University Melbourne Australia
- National Trauma Research Institute The Alfred Hospital MelbourneAustralia
- Emergency & Trauma Centre The Alfred Hospital Melbourne Australia
| | - Salman Mirza
- Emergency Radiology Section Radiology Department Hamad General Hospital Hamad Medical Corporation DohaQatar
| | - Umais Momin
- Emergency Radiology Section Radiology Department Hamad General Hospital Hamad Medical Corporation DohaQatar
| | - Zahoor Ahmed
- Emergency Radiology Section Radiology Department Hamad General Hospital Hamad Medical Corporation DohaQatar
| | - Lubna G. Andraous
- Emergency Department Hamad General Hospital Hamad Medical Corporation DohaQatar
| | - Dharmesh Shukla
- Emergency Department Hamad General Hospital Hamad Medical Corporation DohaQatar
| | - Mohammed Y. Shariff
- Emergency Department Hamad General Hospital Hamad Medical Corporation DohaQatar
| | - Magid M. Makki
- Emergency Department Hamad General Hospital Hamad Medical Corporation DohaQatar
| | - Tinsy T. George
- Emergency Department Hamad General Hospital Hamad Medical Corporation DohaQatar
| | - Saad S. Khan
- Emergency Department Hamad General Hospital Hamad Medical Corporation DohaQatar
| | - Stephen H. Thomas
- Emergency Department Hamad General Hospital Hamad Medical Corporation DohaQatar
- Weill Cornell Medical College in Qatar Education City Doha Qatar
| | - Peter A. Cameron
- Department of Epidemiology & Preventive Medicine School of Public Health and Preventive Medicine Monash University Melbourne Australia
- National Trauma Research Institute The Alfred Hospital MelbourneAustralia
- Emergency & Trauma Centre The Alfred Hospital Melbourne Australia
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