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Low-Dose Aspirin For Venous Thromboembolism Prophylaxis Is Associated With Lower Rates Of Periprosthetic Joint Infection After Total Joint Arthroplasty, Farideh Najafi, Joseph K. Kendal, Nicholas V. Peterson, Kerri-Anne Ciesielka, Camilo Restrepo, Javad Parvizi, Nicholas M. Bernthal 2022 Thomas Jefferson University

Low-Dose Aspirin For Venous Thromboembolism Prophylaxis Is Associated With Lower Rates Of Periprosthetic Joint Infection After Total Joint Arthroplasty, Farideh Najafi, Joseph K. Kendal, Nicholas V. Peterson, Kerri-Anne Ciesielka, Camilo Restrepo, Javad Parvizi, Nicholas M. Bernthal

Department of Orthopaedic Surgery Faculty Papers

BACKGROUND: Aspirin as a venous thromboembolism (VTE) prophylactic agent has been shown to have antistaphylococcal and antibiofilm roles. Optimal acetylsalicylic acid (ASA) dosage would facilitate antimicrobial effects while avoiding over-aggressive inhibition of platelet antimicrobial function. Our purpose was to determine the periprosthetic joint infection (PJI) rate after total joint arthroplasty in patients receiving low-dose ASA (81 mg twice a day), in comparison to high-dose ASA (325 mg twice a day).

METHODS: We conducted a retrospective cohort study between 2008 and 2020. Eligible patients were older than 18 years, underwent primary total joint arthroplasty, both total knee arthroplasty and total hip …


A National Multi-Institutional Analysis Of Predictors Of Surgical Site Complications And Unplanned Reoperation After Paramedian Forehead Flap Reconstruction, Garrett Ni, Rohan Brebion, Pablo A. Baltodano, Michael C. Coronado, Nicholas Elmer, Theresa K. Webster, Huaqing Zhao, Xiaoning Lu, Sthefano Araya, Sameer Patel 2022 Temple University

A National Multi-Institutional Analysis Of Predictors Of Surgical Site Complications And Unplanned Reoperation After Paramedian Forehead Flap Reconstruction, Garrett Ni, Rohan Brebion, Pablo A. Baltodano, Michael C. Coronado, Nicholas Elmer, Theresa K. Webster, Huaqing Zhao, Xiaoning Lu, Sthefano Araya, Sameer Patel

Student Papers, Posters & Projects

Background: Although postoperative complications of paramedian forehead flap (PMFF) are generally low, surgical site complications and unplanned reoperation can still occur. Recent literature suggests infection to be the most common complication following PMFF reconstruction. This study sought to determine the patient and preoperative factors associated with surgical site complications and unplanned reoperations at a national level.

Methods: Patients who underwent PMFF reconstruction from the ACS-NSQIP 2007 - 2019 database were analyzed to determine composite surgical site morbidity and unplanned return to the operating room. Patient and operative factors were also analyzed to assess independent risk factors for surgical site morbidity …


Evaluation Of Murine Host Sex As A Biological Variable In Transplanted Human Intestinal Organoid Development, Eoin P McNeill, Vikas S Gupta, David J Sequeira, Noah F Shroyer, Allison L Speer 2022 The Texas Medical Center Library

Evaluation Of Murine Host Sex As A Biological Variable In Transplanted Human Intestinal Organoid Development, Eoin P Mcneill, Vikas S Gupta, David J Sequeira, Noah F Shroyer, Allison L Speer

Faculty, Staff and Student Publications

Background: Human intestinal organoids (HIOs), when transplanted into immunocompromised mice (tHIOs), demonstrate significant growth and maturation. While both male and female mice are reported to be viable hosts for these experiments, a direct comparison of sex-related differences in tHIO structure and development has not been performed.

Aims: We sought to identify host sex-related differences in tHIO engraftment, morphology, and epithelial and mesenchymal development.

Methods: HIOs were generated in vitro and transplanted beneath the kidney capsule of NSG male and female mice. tHIOs were harvested at 8-9 weeks. Anthropometric measurements were captured. tHIOs were divided in half and histology or RT-qPCR …


Etiology And Pathophysiology Of Hypoparathyroidism: A Narrative Review, Janice L Pasieka, Kelly Wentworth, Caitlin T Yeo, Serge Cremers, David Dempster, Seiji Fukumoto, Ravinder Goswami, Pascal Houillier, Michael A Levine, Jesse D Pasternak, Nancy D Perrier, Antonio Sitges-Serra, Dolores M Shoback 2022 The Texas Medical Center Library

Etiology And Pathophysiology Of Hypoparathyroidism: A Narrative Review, Janice L Pasieka, Kelly Wentworth, Caitlin T Yeo, Serge Cremers, David Dempster, Seiji Fukumoto, Ravinder Goswami, Pascal Houillier, Michael A Levine, Jesse D Pasternak, Nancy D Perrier, Antonio Sitges-Serra, Dolores M Shoback

Faculty, Staff and Student Publications

The approach utilized a systematic review of the medical literature executed with specifically designed criteria that focused on the etiologies and pathogenesis of hypoparathyroidism. Enhanced attention by endocrine surgeons to new knowledge about parathyroid gland viability are reviewed along with the role of intraoperative parathyroid hormone (ioPTH) monitoring during and after neck surgery. Nonsurgical etiologies account for a significant proportion of cases of hypoparathyroidism (~25%), and among them, genetic etiologies are key. Given the pervasive nature of PTH deficiency across multiple organ systems, a detailed review of the skeletal, renal, neuromuscular, and ocular complications is provided. The burden of illness …


Endovascular Repair Of Aortic Arch Graft Pseudoaneurysm Using A Duct Occluder Device With Onlay Fusion Guidance, Guilherme B Barbosa Lima, Laura Ocasio, Emanuel R Tenorio, Marina Dias-Neto, Thanila A Macedo, Gustavo S Oderich 2022 The Texas Medical Center Library

Endovascular Repair Of Aortic Arch Graft Pseudoaneurysm Using A Duct Occluder Device With Onlay Fusion Guidance, Guilherme B Barbosa Lima, Laura Ocasio, Emanuel R Tenorio, Marina Dias-Neto, Thanila A Macedo, Gustavo S Oderich

Faculty, Staff and Student Publications

Aortic arch pseudoaneurysms can be caused by previous surgery, infection, or trauma. In select patients with small tears and no evidence of infection, local repair can be performed using an open or endovascular technique.1 Open surgical repeat surgery has increased risks and endovascular repair has been especially appealing for the elderly, higher risk patients, and patients with multiple prior procedures.2 We have reported the use of a ductal occluder device in a patient with a large aortic arch pseudoaneurysm.3 Our patient has provided written informed consent for the report of his case details and imaging studies.


Biomarkers In The Development Of Individualized Treatment Regimens For Colorectal Cancer, Madison Crutcher, Scott A Waldman 2022 Thomas Jefferson University

Biomarkers In The Development Of Individualized Treatment Regimens For Colorectal Cancer, Madison Crutcher, Scott A Waldman

Department of Surgery Faculty Papers

Introduction: Colorectal cancer (CRC) is the third most common and second most deadly malignancy in the world with an estimated 1. 9 million cases and 0.9 million deaths in 2020. The 5-year overall survival for stage I disease is 92% compared to a dismal 11% in stage IV disease. At initial presentation, up to 35% of patients have metastatic colorectal cancer (mCRC), and 20-50% of stage II and III patients eventually progress to mCRC. These statistics imply both that there is a proportion of early stage patients who are not receiving adequate treatment and that we are not adequately treating …


Sociodemographic Determinants Of Oral Anticoagulant Prescription In Patients With Atrial Fibrillations: Findings From The Pinnacle Registry Using Machine Learning, Zahra Azizi, Andrew T. Ward, Donghyun J. Lee, Sanchit S. Gad, Kanchan Bhasin, Robert J. Beetel, Tiago Ferreira, Sushant Shankar, John S. Rumsfeld, Salim S. Virani 2022 Stanford University, California

Sociodemographic Determinants Of Oral Anticoagulant Prescription In Patients With Atrial Fibrillations: Findings From The Pinnacle Registry Using Machine Learning, Zahra Azizi, Andrew T. Ward, Donghyun J. Lee, Sanchit S. Gad, Kanchan Bhasin, Robert J. Beetel, Tiago Ferreira, Sushant Shankar, John S. Rumsfeld, Salim S. Virani

Office of the Provost

Background: Current risk scores that are solely based on clinical factors have shown modest predictive ability for understanding of factors associated with gaps in real-world prescription of oral anticoagulation (OAC) in patients with atrial fibrillation (AF).
Objective: In this study, we sought to identify the role of social and geographic determinants, beyond clinical factors associated with variation in OAC prescriptions using a large national registry of ambulatory patients with AF.
Methods: Between January 2017 and June 2018, we identified patients with AF from the American College of Cardiology PINNACLE (Practice Innovation and Clinical Excellence) Registry. We examined associations between patient …


Tuberculous Salpingitis - Possible Cause Of Salpingo-Enteric Fistula, Shayan Sirat Maheen Anwar, Anam khan, Fahd Haroon, Frawa Mohsin 2022 Aga Khan University

Tuberculous Salpingitis - Possible Cause Of Salpingo-Enteric Fistula, Shayan Sirat Maheen Anwar, Anam Khan, Fahd Haroon, Frawa Mohsin

Department of Radiology

Salpingo-enteric fistula is a rare disease causing infertility. It occurs when there is a connection between fallopian tube and the intestine. It can be accurately diagnosed with hysterosalpingography. Fistulas mostly occur as a consequence of obstetric complications, however, inflammatory bowel disease, pelvic malignancy, pelvic radiation therapy, iatrogenic causes, and trauma are other potential causes. The possibility of tuberculous salpingitis as a possible cause of salpingo-enteric fistula should always be considered in the developing countries where tuberculosis is endemic.


Practical Mouse Model To Investigate Therapeutics For Staphylococcus Aureus Contaminated Surgical Mesh Implants, Madison M. Collins, Brent Race, Ronald J. Messer, Chase Baune, Scott D. Kobayashi, Dan Long, Katie Williams, Aaron M. Hasenkrug, Kim Hasenkrug, Natalia Malachowa 2022 Rocky Mountain Laboratories, NIAID, NIH, Hamilton, Montana

Practical Mouse Model To Investigate Therapeutics For Staphylococcus Aureus Contaminated Surgical Mesh Implants, Madison M. Collins, Brent Race, Ronald J. Messer, Chase Baune, Scott D. Kobayashi, Dan Long, Katie Williams, Aaron M. Hasenkrug, Kim Hasenkrug, Natalia Malachowa

School of Medicine Faculty Publications

Introduction: The use of prosthetic mesh in hernia repair provides a powerful tool to increase repair longevity, decrease recurrence rates, and facilitate complex abdominal wall reconstruction. Overall infection rates with mesh are low, but for those affected there is high morbidity and economic cost. The availability of a practicable small animal model would be advantageous for the preclinical testing of prophylactics, therapeutics, and new biomaterials. To this end, we have developed a novel mouse model for implantation of methicillin-resistant Staphylococcus aureus–infected surgical mesh and provide results from antibiotic and immunotherapeutic testing. Materials and Methods: Implantation of surgical mesh between fascial …


Predicting Left Ventricular Assist Device Outcomes Utilizing The Stanford Integrated Psychosocial Assessment For Transplant Measure, Nicholas Chesher, Kristina L. Greenwood, Candace Fanale, Cody Gustaveson, Brian Jaski, Hirsch S. Mehta, Peter Hoagland, Kristine Ortiz, Marc Verlasky, Robert Adamson, Walter Dembitsky 2022 Department of Psychiatry, University of California-San Diego, San Diego, California

Predicting Left Ventricular Assist Device Outcomes Utilizing The Stanford Integrated Psychosocial Assessment For Transplant Measure, Nicholas Chesher, Kristina L. Greenwood, Candace Fanale, Cody Gustaveson, Brian Jaski, Hirsch S. Mehta, Peter Hoagland, Kristine Ortiz, Marc Verlasky, Robert Adamson, Walter Dembitsky

The VAD Journal

Objective: Durable mechanical circulatory support is a proven therapy to extend survival for patients with end-stage heart failure (HF). The International Society for Heart and Lung Transplantation guidelines recommend a detailed psychosocial assessment when selecting candidates for durable mechanical circulatory support. Currently, there are no formally validated psychosocial evaluation tools for left ventricular assist device (LVAD) candidacy. The Stanford Integrated Psychosocial Assessment for Transplantation (SIPAT) uses a multidisciplinary algorithm to evaluate the impact of pre-transplant risk factors on post-transplant outcomes. Emerging literature suggests that the SIPAT might be useful for assessing psychosocial risk factors for LVAD outcomes.

Methods: A total …


Irreparable Massive Rotator Cuff Tears: Subacromial Balloon Surgical Technique, Alexander J. Rondon, Dominic M. Farronato, Joshua D. Pezzulo, Joseph A. Abboud 2022 Thomas Jefferson University

Irreparable Massive Rotator Cuff Tears: Subacromial Balloon Surgical Technique, Alexander J. Rondon, Dominic M. Farronato, Joshua D. Pezzulo, Joseph A. Abboud

Rothman Institute Papers

Massive irreparable rotator cuff tears pose a significant challenge for both the treating orthopedic surgeon and patient. Surgical treatment options for massive rotator cuff tears include arthroscopic debridement, biceps tenotomy or tenodesis, arthroscopic rotator cuff repair, partial rotator cuff repair, cuff augmentation, tendon transfers, superior capsular reconstruction, subacromial balloon spacer, and ultimately reverse shoulder arthroplasty. The present study will provide a brief overview of these treatment options along with a description of the surgical technique for subacromial balloon spacer placement.


Left Atrial Veno-Arterial Extracorporeal Membrane Oxygenation (Lava-Ecmo): Percutaneous Bi-Atrial Drainage To Avoid Pulmonary Edema In A Patient With Left Ventricular Systolic Dysfunction, Kenneth R. Dulnuan, Joseph B. Zwischenberger, John G. Gurley, Maya Guglin 2022 Robert Wood Johnson University Hospital

Left Atrial Veno-Arterial Extracorporeal Membrane Oxygenation (Lava-Ecmo): Percutaneous Bi-Atrial Drainage To Avoid Pulmonary Edema In A Patient With Left Ventricular Systolic Dysfunction, Kenneth R. Dulnuan, Joseph B. Zwischenberger, John G. Gurley, Maya Guglin

The VAD Journal

Veno-arterial extracorporeal membrane oxygenation (V-A ECMO) is used in patients with severe cardiogenic shock refractory to medical therapy. During V-A ECMO, retrograde flow in the aorta towards the left ventricle (LV) causes increased left-sided filling pressures, which may lead to pulmonary edema. Different strategies have been proposed to decompress the left heart, including placement of an intraaortic balloon pump (IABP), Impella® (Abiomed), or TandemHeart® (Cardiac Assist). Percutaneous decompression of the left atrium via placement of a transseptal cannula incorporated into the existing venous limb had also been previously done. We describe the novel use of the VFEM venous femoral cannula …


Pancreaticoduodenectomy In 11-Year-Old Male With A Non-Functional Pancreatic Neuroendocrine Tumor, Whitney Elks, Jessa Rose Li, Alexander Zajack, Lance Horner, Alan Ikeda, Charles St Hill, Michael Scheidler, Shirong Chang 2022 University of Nevada, Las Vegas

Pancreaticoduodenectomy In 11-Year-Old Male With A Non-Functional Pancreatic Neuroendocrine Tumor, Whitney Elks, Jessa Rose Li, Alexander Zajack, Lance Horner, Alan Ikeda, Charles St Hill, Michael Scheidler, Shirong Chang

School of Medicine Faculty Research

Pancreatic neuroendocrine tumors (pNETs) are rare pancreatic neoplasms and are even more uncommon in the pediatric patients, thus leading to a lack of clinical research on diagnosis and management in this population. The purpose of this report is to review relevant literature and discuss a rare occurrence of a non-functioning pNET in a pediatric patient. This is a report of an 11-year-old male who presented with symptomatic anemia and was found to have a 6 cm mass near the pancreatic head with erosion into the duodenum. Surgical biopsy demonstrated a non-functioning pNET. He was successfully managed with complete surgical resection …


Cladophialophora Bantiana Brain Abscess And Concurrent Pulmonary Cryptococcus Neoformans Infection In A Patient Twenty Years After Renal Transplantation, Daniel Tsang, Sara Haddad, Ziver Sahin, Chairut Vareechon, Mitchell Sternlieb, Tricia. Royer 2022 Thomas Jefferson University

Cladophialophora Bantiana Brain Abscess And Concurrent Pulmonary Cryptococcus Neoformans Infection In A Patient Twenty Years After Renal Transplantation, Daniel Tsang, Sara Haddad, Ziver Sahin, Chairut Vareechon, Mitchell Sternlieb, Tricia. Royer

Department of Medicine Faculty Papers

Recipients of solid organ transplants are at risk for a variety of infections due to their immunocompromised status. The types of infections are often correlated to the timing from their transplant. After about six to twelve months, transplant recipients remain at risk for typical community acquired pathogens, late viral infections, and fungal infections including atypical molds such as Cladophialophora bantiana. C. bantiana is a dematiaceous fungus that has a predilection for infecting the brain and is the most common cause of cerebral phaeohyphomycosis - a term used to describe infections caused by molds that produce dark cell walls. Patients with …


Human Amniotic Membrane As A Dural Substitute In Neurosurgery: A Systematic Review, Zara Shah, Saqib Kamran Bakhshi, Mohammad Hamza Bajwa, Mujtaba Khalil, Michael C. Dewan, Muhammad Shahzad Shamim 2022 Aga Khan University

Human Amniotic Membrane As A Dural Substitute In Neurosurgery: A Systematic Review, Zara Shah, Saqib Kamran Bakhshi, Mohammad Hamza Bajwa, Mujtaba Khalil, Michael C. Dewan, Muhammad Shahzad Shamim

Medical College Documents

Background: Several studies have highlighted the use of human amniotic membrane (HAM) in neurosurgical procedures as an effective dural substitute. HAM has inherent antifibrotic and anti-inflammatory properties and exhibits immunomodulatory effect that makes it an ideal dural substitute. Other advantages including easy availability, low cost of procurement, and storage also render it a promising dural substitute especially in low- and middle-income countries.
Methods: A systematic literature search was performed using PubMed, Scopus, and Google Scholar databases, using the search terms "human amniotic membrane," "dural repair," and "neurosurgery." To be eligible for inclusion in our review, papers had to report primary …


Diagnostic Accuracy Of Artificial Intelligence For Detecting Gastrointestinal Luminal Pathologies: A Systematic Review And Meta-Analysis, Om Parkash, Asra Tus Saleha Siddiqui, Uswa Jiwani, Fahad Rind, Zahra Ali Padhani, Arjumand Rizvi, Zahra Hoodbhoy, Jai K. Das 2022 Aga Khan University

Diagnostic Accuracy Of Artificial Intelligence For Detecting Gastrointestinal Luminal Pathologies: A Systematic Review And Meta-Analysis, Om Parkash, Asra Tus Saleha Siddiqui, Uswa Jiwani, Fahad Rind, Zahra Ali Padhani, Arjumand Rizvi, Zahra Hoodbhoy, Jai K. Das

Section of Gastroenterology

Background: Artificial Intelligence (AI) holds considerable promise for diagnostics in the field of gastroenterology. This systematic review and meta-analysis aims to assess the diagnostic accuracy of AI models compared with the gold standard of experts and histopathology for the diagnosis of various gastrointestinal (GI) luminal pathologies including polyps, neoplasms, and inflammatory bowel disease.
Methods: We searched PubMed, CINAHL, Wiley Cochrane Library, and Web of Science electronic databases to identify studies assessing the diagnostic performance of AI models for GI luminal pathologies. We extracted binary diagnostic accuracy data and constructed contingency tables to derive the outcomes of interest: sensitivity and specificity. …


Injury To The Posterior Horn Of The Lateral Meniscus From A Misplaced Tibial Tunnel For Anterior Cruciate Ligament Reconstruction: A Case Report, Amar S Vadhera, Jonathan S Lee, Harsh Singh, Safa Gursoy, Kyle N Kunze, Nikhil N Verma, Jorge Chahla 2022 Thomas Jefferson University

Injury To The Posterior Horn Of The Lateral Meniscus From A Misplaced Tibial Tunnel For Anterior Cruciate Ligament Reconstruction: A Case Report, Amar S Vadhera, Jonathan S Lee, Harsh Singh, Safa Gursoy, Kyle N Kunze, Nikhil N Verma, Jorge Chahla

Department of Orthopaedic Surgery Faculty Papers

BACKGROUND Posterior meniscal root avulsions can cause meniscal extrusion, joint space narrowing, and progressive knee arthritis. Iatrogenic posterior meniscal root avulsions after malpositioning of the transtibial tunnels during anterior cruciate ligament (ACL) reconstruction can account for poor long-term outcomes seen in some patients following ACL reconstruction. Therefore, correct transtibial tunnel placement during ACL reconstruction is essential to avoid iatrogenic meniscal damage. CASE REPORT A 32-year-old man presented with 1 year of right knee pain and instability following a non-contact twisting injury sustained while playing soccer. An ACL tear with no meniscal involvement was diagnosed at an outside institution. A double-bundle …


Chronic Diarrhea: A Rare Presentation Of Hodgkin's Lymphoma, Saira Furqan, Sajjad Ali Khan, Dania Ali, Kaleemullah Badini 2022 Aga Khan University

Chronic Diarrhea: A Rare Presentation Of Hodgkin's Lymphoma, Saira Furqan, Sajjad Ali Khan, Dania Ali, Kaleemullah Badini

Section of Diabetes, Endocrinology and Metabolism

Hodgkin's Lymphoma is a cancer affecting the lymphatic system. There are two subtypes of Hodgkin's Lymphoma: Nodular lymphocyte predominant (NLPHL) and classical Hodgkin's Lymphoma which has further four types. It has a bimodal distribution and is more common among males. The most common presentation is painless swelling in the neck, armpit or groin region. Associated Symptoms include night sweats, unintentional weight loss, fever, persistent cough or dyspnea. Involvement of the gastrointestinal tract is a rare occurrence. Diagnosis is based on hematological, radiological and histochemical studies. Here we report a rare presentation of a 47-year-old male who presented with symptoms of …


Breast Surgery Super-Specialization: Impact On Advanced Surgical Training And Research, Danish Ali, Sana Zeeshan, Nifasat Farooqi, Lubna Vohra 2022 Aga Khan University

Breast Surgery Super-Specialization: Impact On Advanced Surgical Training And Research, Danish Ali, Sana Zeeshan, Nifasat Farooqi, Lubna Vohra

Medical College Documents

The earliest records of breast cancer (BC) date back to 3,000 - 2,500 B.C., ever since multiple curative options have been explored. First known wide margin excision was performed around 1st Century AD and a prototype of the modern-day BC surgery, Halsted radical mastectomy, was performed in the 20th Century. BC is the most common cancer in Pakistan accounting for up to 14.5% of the total cancer incidences. Accredited breast surgery fellowships were established in the UK and USA in 2002 and 2003, respectively. In Pakistan, the movement was delayed and the two-year College of Physicians and Surgeons Pakistan (CPSP) …


An Evaluation Of Peer-Rated Surgical Skill And Its Relationship With Detrusor Muscle Sampling In Transurethral Resection Of Bladder Tumor, Minh N Pham, Oliver S Ko, Reiping Huang, Amanda X Vo, Kyle P Tsai, Jeremy D Lai, Matthew T Hudnall, Joshua A Halpern, Joshua J Meeks, Jonas Benson, Ricardo Soares, Ronald Kim, Karl Y Bilimoria, Jonah J Stulberg, Gregory B Auffenberg 2022 The Texas Medical Center Library

An Evaluation Of Peer-Rated Surgical Skill And Its Relationship With Detrusor Muscle Sampling In Transurethral Resection Of Bladder Tumor, Minh N Pham, Oliver S Ko, Reiping Huang, Amanda X Vo, Kyle P Tsai, Jeremy D Lai, Matthew T Hudnall, Joshua A Halpern, Joshua J Meeks, Jonas Benson, Ricardo Soares, Ronald Kim, Karl Y Bilimoria, Jonah J Stulberg, Gregory B Auffenberg

Faculty, Staff and Student Publications

OBJECTIVE: To assess the reliability of peer-review of TURBT videos as a means to evaluate surgeon skill and its relationship to detrusor sampling.

METHODS: Urologists from an academic health system submitted TURBT videos in 2019. Ten blinded peers evaluated each surgeon's performance using a 10-item scoring instrument to quantify surgeon skill. Normalized composite skill scores for each surgeon were calculated using peer ratings. For surgeons submitting videos, we retrospectively reviewed all TURBT pathology results (2018-2019) to assess surgeon-specific detrusor sampling. A hierarchical logistic regression model was fit to evaluate the association between skill and detrusor sampling, adjusting for patient and …


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