Analytical, Diagnostic and Therapeutic Techniques and Equipment Commons^™

Beta-Blocker Use In Patients Undergoing Non-Cardiac Surgery: A Systematic Review And Meta-Analysis, Doménica Herrera Hernández, Bárbara Abreu, Tania S. Xiao, Andreina Rojas, Kevin López Romero, Valentina Contreras, Sol Villa Nogueyra, Zulma Sosa, Samantha M. Alvarez, Camila Sánchez Cruz, Ernesto Calderón Martinez

Department of Radiology Faculty Papers

BACKGROUND: The use of beta-blockers in the perioperative period has been widely investigated due to their potential to reduce the risk of major adverse cardiovascular and cerebrovascular events (MACCE) and mortality; yet their overall impact on various postoperative outcomes remains debated. This study constitutes a systematic review and meta-analysis of the impact of beta-blockers on mortality, MI, stroke, and other adverse effects such as hypotension and bradycardia in patients undergoing non-cardiac surgery.

METHODS: A comprehensive systematic review and meta-analysis were conducted according to PRISMA 2020 guidelines. Searches were performed across PubMed, Cochrane, Web of Science, Scopus, EMBASE, and CINAHL databases; …

Cutaneous Adverse Effects From Diabetes Devices In Pediatric Patients With Type 1 Diabetes Mellitus: Systematic Review, Alicia Podwojniak, Joseph Flemming, Isabella J Tan, Hira Ghani, Zachary Neubauer, Anne Jones

Rowan-Virtua School of Osteopathic Medicine Departmental Research

BACKGROUND: Continuous glucose monitoring (CGM) and continuous subcutaneous insulin infusions (CSIIs) are the current standard treatment devices for type 1 diabetes (T1D) management. With a high prevalence of T1D beginning in pediatrics and carrying into adulthood, insufficient glycemic control leads to poor patient outcomes. Dermatologic complications such as contact dermatitis, lipodystrophies, and inflammatory lesions are among those associated with CGM and CSII, which reduce glycemic control and patient compliance.

OBJECTIVE: This systematic review aims to explore the current literature surrounding dermatologic complications of CGM and CSII as well as the impact on patient outcomes.

METHODS: A systematic review of the …

Evaluation Of Sirtuin 1 As A Predictor Of Cardiovascular Outcomes In Diabetic Patients With Limb-Threatening Ischemia, Federico Biscetti, Maria Margherita Rando, Maria Anna Nicolazzi, Enrica Rossini, Michele Santoro, Flavia Angelini, Roberto Iezzi, Luis H. Eraso, Paul J. Dimuzio, Dario Pitocco, Massimo Massetti, Antonio Gasbarrini, Andrea Flex

Department of Surgery Faculty Papers

Chronic limb-threatening ischemia (CLTI) significantly increases the risk of major adverse limb events (MALE) and major adverse cardiac events (MACE) after lower extremity revascularization (LER). This study aims to identify novel biomarkers that help to further reduce the risk of postoperative cardiovascular complications. In this prospective, nonrandomized, observational study, baseline serum levels of sirtuin 1 (SIRT1) were assessed in 147 diabetic patients scheduled for LER due to CLTI, and participants were followed for the occurrence of MALE and MACE over 12 months. Fifty-three patients experienced MALE, and 33 experienced MACE within the follow-up period. Lower baseline SIRT1 levels were significantly …

Systemic Effects Of Anti-Vegf Intravitreal Injection In Patients With Age-Related Macular Degeneration: A Multi-Institutional Real-World Study, Tzu-Yi Lin, Yi-Ting Hsieh, Sunir J. Garg, Lee-Jen Chen, Kuan-Jen Chen, Wei-Chi Wu, Chi-Chun Lai, Yih-Shiou Hwang, Eugene Yu-Chuan Kang

Wills Eye Hospital Papers

PURPOSE: In individuals aged >50 years, age-related macular degeneration (AMD) is the leading cause of irreversible blindness. Intravitreal injections of antivascular endothelial growth factor (VEGF) agents (bevacizumab, ranibizumab, and aflibercept) show good efficacy and similar incidences of systemic adverse events (SAEs). However, comparative studies between agents are limited. Our study aimed to compare the real-world SAE risks of bevacizumab, ranibizumab, and aflibercept users.

METHODS: This retrospective cohort study identified new bevacizumab, ranibizumab, and aflibercept users in a multi-institutional database in Taiwan between 2014 and 2019. Inverse probability of treatment weights (IPTW) with propensity scores was conducted to achieve homogeneity among …

A Large Scale Multi Institutional Study For Radiomics Driven Machine Learning For Meningioma Grading, Mert Karabacak, Shiv Patil, Rui Feng, Raj K. Shrivastava, Konstantinos Margetis

Department of Medicine Faculty Papers

This study aims to develop and evaluate radiomics-based machine learning (ML) models for predicting meningioma grades using multiparametric magnetic resonance imaging (MRI). The study utilized the BraTS-MEN dataset's training split, including 698 patients (524 with grade 1 and 174 with grade 2-3 meningiomas). We extracted 4872 radiomic features from T1, T1 with contrast, T2, and FLAIR MRI sequences using PyRadiomics. LASSO regression reduced features to 176. The data was split into training (60%), validation (20%), and test (20%) sets. Five ML algorithms (TabPFN, XGBoost, LightGBM, CatBoost, and Random Forest) were employed to build models differentiating low-grade (grade 1) from high-grade …

Pediatric Cardiac Xenotransplantation And Expanded Access: Ethical Considerations, Daniel J Hurst, Christopher Bobier, Anthony Merlocco, Luz A Padilla, Daniel Rodger, David Cleveland, John D Cleveland

Rowan-Virtua School of Osteopathic Medicine Departmental Research

Due to the current organ shortage waitlist, alternatives to allotransplantation are necessary. Xenotransplantation is currently being pursued as one such alternative in adults in need of kidney or heart transplantation. Cardiac xenotransplantation of genetically modified pig hearts has been conducted twice in adults under the United States Food and Drug Administration (FDA) expanded access criteria. Because of the shortage of transplantable hearts for children as well as the lack of mechanical circulatory support in this population, pediatric researchers are exploring FDA expanded access in high-risk neonates and infants who lack alternative options for survival. The adult cardiac xenotransplantation experience with …

Antiplatelet Strategy For Patients With Acute Coronary Syndrome Undergoing Percutaneous Coronary Intervention: A Systematic Review And Network Meta-Analysis, Waqas Ullah, Harigopal Sandhyavenu, Amro Taha, Smitha Narayana Gowda, Maryam Mukhtar, Aravind Reddy Polam, Salman Zahid, David L. Fischman, Michael P. Savage, Sunil V. Rao, Mohamad Alkhouli

Division of Cardiology Faculty Papers

BACKGROUND: Optimal duration and choice of antiplatelet therapy in patients with acute coronary syndrome undergoing percutaneous coronary intervention remain controversial.

METHODS AND RESULTS: Digital databases (PubMed, Cochrane, and Embase) were queried to select all randomized controlled trials on a post-percutaneous coronary intervention population with acute coronary syndrome. Dual-antiplatelet therapy (DAPT) with aspirin and clopidogrel for 12 months was compared with 4 major strategies: high-potency, high- to low-potency, low-dose, and short-duration DAPT. A network meta-analysis was performed to compare the safety and efficacy of different antiplatelet strategies. This study was the second updated manuscript under the International Prospective Register of Systematic …

Palliative Care And Advance Care Planning Intervention Fidelity Monitoring: Methods And Lessons Learned From Pcori-Funded Large-Scale, Pragmatic Clinical Trials, Manisha Verma, Corita Grudzen, Seiko Izumi, Neil Wenger, Areej El-Jawahri, Deborah Ejem, Rebecca Aslakson

Einstein Health Papers

Over the past decade, the Patient-Centered Outcomes Research Institute (PCORI) funded multiple large-scale, comparative effectiveness clinical trials evaluating palliative care and advance care planning interventions. These are complex multicomponent interventions that need robust but flexible fidelity monitoring. Fidelity is necessary to maintain both internal and external validity within palliative care intervention research and to ultimately evaluate the real-world impact of high-quality interventions. Different trials not only took varying approaches to fidelity monitoring but also uncovered both unique and common challenges and facilitators. This article summarizes 8 of these trials and highlights approaches, adaptations, barriers, and facilitators for intervention fidelity monitoring. …

Digital Education On Hospital Nutrition Diets: What Do Patients Want To Know?, Neha Gutta, Som Singh, Dharti Patel, Aleena Jamal, Fawad Qureshi

SKMC Student Presentations and Publications

INTRODUCTION: Therapeutic nutrition plays an imperative role during a patient's hospital course. There is a tremendous body of literature that emphasizes the systematic delivery of information regarding hospital nutrition diets. A major component of delivering healthcare information is the principle of providing quality healthcare information, but this has not yet been investigated on hospital nutrition diets. This study aimed to evaluate the comprehension and readability of patient education materials regarding therapeutic hospital diets.

METHODOLOGY: The methodology employed the use of publicly available questions regarding hospital nutrition diets and categorized them per Rothwell's Classification of Questions. Additionally, the questions were extracted …

Noninvasive Multi-Cancer Detection Using Blood-Based Cell-Free Micrornas, Jason Zhang, Hallgeir Rui, Hai Hu

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

Patients diagnosed with early-stage cancers have a substantially higher chance of survival than those with late-stage diseases. However, the option for early cancer screening is limited, with most cancer types lacking an effective screening tool. Here we report a miRNA-based blood test for multi-cancer early detection based on examination of serum microRNA microarray data from cancer patients and controls. First, a large multi-cancer training set that included 1,408 patients across 7 cancer types and 1,408 age- and gender-matched non-cancer controls was used to develop a 4-microRNA diagnostic model using 10-fold cross-validation. In three independent validation sets comprising a total of …

Cd8Α Structural Domains Enhance Gucy2c Car-T Cell Efficacy, Trevor R. Baybutt, Ariana A. Entezari, Adi Caspi, Ross E. Staudt, Robert D. Carlson, Scott A. Waldman, Adam E. Snook

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

Despite success in treating some hematological malignancies, CAR-T cells have not yet produced similar outcomes in solid tumors due, in part, to the tumor microenvironment, poor persistence, and a paucity of suitable target antigens. Importantly, the impact of the CAR components on these challenges remains focused on the intracellular signaling and antigen-binding domains. In contrast, the flexible hinge and transmembrane domains have been commoditized and are the least studied components of the CAR. Here, we compared the hinge and transmembrane domains derived from either the CD8ɑ or CD28 molecule in identical GUCY2C-targeted third-generation designs for colorectal cancer. While these structural …

Adaptation Of The Socioecological Model To Address Disparities In Engagement Of Black Men In Prostate Cancer Genetic Testing, Amy Leader, Timothy Rebbeck, William Oh, Alpa Patel, Eric Winer, Leeann Bailey, Leonard Gomella, Crystal Lumpkins, Isla Garraway, Lisa Aiello, Monica Baskin, Heather H Cheng, Kathleen Cooney, Amanda Ganzak, Daniel George, Susan Halabi, Feighanne Hathaway, Claire Healy, Joseph W Kim, Michael Leapman, Stacy Loeb, Kara Maxwell, Christopher Mcnair, Todd Morgan, Breanne Prindeville, Howard R Soule, Whitney Steward, Sakinah Suttiratana, Mary-Ellen Taplin, Kosj Yamoah, Thierry Fortune, Kris Bennett, Joshua Blanding-Godbolt, Laura Gross, Veda Giri

Department of Medical Oncology Faculty Papers

BACKGROUND: Black men consistently have higher rates of prostate cancer (PCA)- related mortality. Advances in PCA treatment, screening, and hereditary cancer assessment center around germline testing (GT). Of concern is the significant under-engagement of Black males in PCA GT, limiting the benefit of precision therapy and tailored cancer screening despite longstanding awareness of these disparities. To address these critical disparities, the Socioecological Model (SEM) was employed to develop comprehensive recommendations to overcome barriers and implement equitable strategies to engage Black males in PCA GT.

METHODS: Clinical/research experts, national organization leaders, and community stakeholders spanning multiple regions in US and Africa …

Effect Of Cemented Vs Uncemented On Outcomes For Hemiarthroplasty In The Elderly: A Meta-Analysis Of Randomized Clinical Trials, Yuning Feng, Jun Wan, Haidong Deng, Lvlin Chen, Yangchun Xiao, Tiangui Li, Jialing He, Peng Wang, Weelic Chong, Yang Hai, Lu Jia, Yu Zhang

Department of Medical Oncology Faculty Papers

PURPOSE: In patients undergoing hemiarthroplasty in the elderly, the choice of the cemented method remains controversial. This meta-analysis was undertaken to compare the impact of cemented vs uncemented on outcomes for hemiarthroplasty in the elderly.

METHODS: This study included randomized controlled trials comparing the postoperative effects of cemented vs uncemented in patients with hemiarthroplasty. With no language restrictions, we searched Medline (Ovid), Embase (Ovid), Cochrane Central Register of Controlled Trials (Cochrane Collaboration), Clinical Trials.gov, the ISRCTN registry, as well as gray literature with no language restrictions from January 1966 to April 2023. Data were quantitatively summarized using a random-effects model. …

Efficacy Of Thoracic Endovascular Aortic Repair Versus Medical Therapy For Treatment Of Type B Aortic Dissection, Karam Motawea, Samah Rouzan, Rowan Elhalag, Abdelrhaman Abdelwahab, Hussam Al Hennawi, Salem Elshenawy, Mai Saad Mohamed, Pensée Chébl, Mohamed Salem Madian, Mostafa Elsayed Elsayed Hewalla, Sarya Swed, Wael Hafez, Bisher Sawaf, Samer Kaspo, Naim Battikh, Mohammed Najdat Seijari, Amr Farwati, Amine Rakab

Abington Jefferson Health Papers

BACKGROUND: Techniques in endovascular therapy have evolved to offer a promising alternative to medical therapy alone for Type B aortic dissections (TBADs).

AIM: The aim of this meta-analysis was to compare mortality and overall complications between thoracic endovascular aortic repair (TEVAR) and best medical therapy (BMT) in patients with TBADs.

METHODS: We included randomized control trials and prospective or retrospective cohort studies that compared TEVAR and BMT for the treatment of type B aortic dissection. Multiple electronic databases were searched.

RESULTS: Thirty-two cohort studies including 150,836 patients were included. TEVAR was associated with a significantly lower 30-day mortality rate than …

Design And Implementation Of An Opioid Scorecard For Hospital System-Wide Peer Comparison Of Opioid Prescribing Habits: Observational Study, Benjamin Slovis, Soonyip Huang, Melanie Mcarthur, Cara Martino, Tasia Beers, Meghan Labella, Jeffrey Riggio, Edmund Pribitkin

Jefferson Hospital Staff Papers and Presentations

BACKGROUND: Reductions in opioid prescribing by health care providers can lead to a decreased risk of opioid dependence in patients. Peer comparison has been demonstrated to impact providers' prescribing habits, though its effect on opioid prescribing has predominantly been studied in the emergency department setting.

OBJECTIVE: The purpose of this study is to describe the development of an enterprise-wide opioid scorecard, the architecture of its implementation, and plans for future research on its effects.

METHODS: Using data generated by the author's enterprise vendor-based electronic health record, the enterprise analytics software, and expertise from a dedicated group of informaticists, physicians, and …

Residual Stroke Risk Among Patients With Atrial Fibrillation Prescribed Oral Anticoagulants: A Patient-Level Meta-Analysis From Combine Af, Linda Johnson, Alexander Benz, Ashkan Shoamanesh, John W Eikelboom, Michael Ezekowitz, Robert Giugliano, Lars Wallentin, Christian Ruff, Renato Lopes, Sanjit Jolly, Richard Whitlock, Christopher Granger, Stuart Connolly, Jeffrey Healey

Division of Cardiology Faculty Papers

Background: Despite oral anticoagulation, patients with atrial fibrillation (AF) remain at risk of ischemic stroke and systemic embolism (SE) events. For patients whose residual risk is sufficiently high, additional therapies might be useful to mitigate stroke risk.

Methods and results: Individual patient data from 5 landmark trials testing oral anticoagulation in AF were pooled in A Collaboration Between Multiple Institutions to Better Investigate Non-Vitamin K Antagonist Oral Anticoagulant Use in AF (COMBINE AF). We calculated the rate of ischemic stroke/SE among oral anticoagulation-treated patients with a CHA₂DS₂-VASc score≥2, across strata of CHA₂DS₂-VASc …

Factors Associated With Recanalization And Reintervention Following Below Knee Polidocanol Endovenous Microfoam Ablation For Great Saphenous And Small Saphenous Veins, John Fang, Christian Fang, Andy Moyal, Enrico Ascher, Anil Hingorani, Natalie Marks

Rowan-Virtua School of Osteopathic Medicine Departmental Research

BACKGROUND: Polidocanol endovenous microfoam (PEM) has been used to treat lower extremity venous reflux for almost one decade with specific advantages for below knee (BK) truncal veins where thermal ablation poses a risk of injury to adjacent nerves. The current literature of the BK segment often examines short-term outcomes with modest sample sizes. We aim to identify factors associated with recanalization and reintervention in this subset of patients.

METHODS: We performed a retrospective study of a prospectively maintained database of patients from a single institution who underwent 1% PEM ablation for BK great saphenous vein (GSV) and small saphenous vein …

A Comparison Of The Safety And Efficacy Of Tapinarof And Roflumilast Topical Therapies In The Management Of Mild-To-Moderate Plaque Psoriasis, Hira Ghani, Alicia Podwojniak, Isabella J Tan, Aarushi K Parikh, Bianca Sanabria, Babar Rao

Rowan-Virtua School of Osteopathic Medicine Departmental Research

INTRODUCTION: Psoriasis is an immune-mediated inflammatory skin disease. First-line topical treatments include steroids, calcineurin inhibitors, vitamin D analogs, and anthralin. Recently, novel topical therapeutics like tapinarof and roflumilast have emerged with unique anti-inflammatory mechanisms and promising efficacy profiles.

MATERIALS AND METHODS: This review utilized PubMed, SCOPUS, and Web of Science databases to identify recent studies on tapinarof and roflumilast. Criteria focused on efficacy, safety profiles, and therapeutic roles in psoriasis treatment.

RESULTS: Four primary literature articles were identified for tapinarof and five for roflumilast. Both drugs demonstrated strong efficacy with minimal adverse events in treating mild-to-moderate plaque psoriasis. Tapinarof showed …

Emergency Department Slit Lamp Interdisciplinary Training Via Longitudinal Assessment In Medical Practice, Samara Hamou, Shayan Ghiaee, Christine Chung, Maureen Lloyd, Kelly Khem, Xiao Zhang

Department of Emergency Medicine Faculty Papers

INTRODUCTION: Eye emergencies make up nearly 3% of US emergency department (ED) visits. While emergency physicians (EP) should diagnose and treat these ophthalmologic emergencies, many trainees report limited ocular exposure and insufficient training throughout their residency to confidently conduct a thorough slit-lamp exam.

METHODS: We created an interdisciplinary, simulation-based mastery learning (SBML) curriculum to teach emergency attending physicians how to operate the slit lamp with multimodal learning methodology at a tertiary academic center. The EPs first demonstrate their initial slit-lamp competency with a 20-item checklist, and they then review the necessary curricular content to pass their independent readiness test before …

Trifarotene Alleviates Skin Photoaging Injury By Inhibition Of Jnk/C-Jun/Mmps, Xuan Fei, Lele Zixin Yang, Jingjing Zhang, Xiang Li, Mengtian Pan, Guangchen Xu, Cuixia Zhang, Fei Liu, Weirong Fang

Student Papers, Posters & Projects

Long-term exposure to ultraviolet (UV) radiation induces skin photoaging, which manifests as oxidative stress, inflammation, and collagen degradation. Multiple approaches (topical or systemic retinoids, antioxidants, alpha-hydroxy acids, laser, surgery) are used in the treatment of photoaged skin, and the use of topical retinoids is currently a primary clinical treatment. Previous studies revealed that retinoic acid promotes keratinocyte proliferation and reduces melanin deposition and matrix metalloproteinase (MMP) secretion; it also causes potential allergic and inflammatory damage to the skin. This study aimed to investigate the therapeutic effects and mechanisms of trifarotene, a functional retinoic acid analog, on UV-irradiated photoaging ICR and …

Utilization Of A Novel Scoring System In Predicting 30-Day Mortality In Acute Pulmonary Embolism, The Clot-5 Pilot Study, Alexandru Marginean, Punit Arora, Kevin Walsh, Elizabeth Bruno, Cathryn Sawalski, Riya Gupta, Frances Greathouse, Jacob Clarke, Quinn Mallery, Myoung Hyun Choi, Waddah Malas, Parth Shah, David Sutherland, Amudha Kumar, Igor Wroblewski, Ahmed Elkaryoni, Parth Desai, Yevgeniy Brailovsky, Amir Darki

Division of Cardiology Faculty Papers

OBJECTIVES: To construct a new scoring system utilizing biomarkers, vitals, and imaging data to predict 30-day mortality in acute pulmonary embolism (PE).

BACKGROUND: Acute PE, a well-known manifestation of venous thromboembolic disease, is responsible for over 100,000 deaths worldwide yearly. Contemporary management algorithms rely on a multidisciplinary approach to care via PE response teams (PERT) in the identification of low, intermediate, and high-risk patients. The PESI and sPESI scores have been used as cornerstones of the triage process in assigning risk of 30-day mortality for patients presenting with acute PE; however, the specificity of these scoring systems has often come …

Appropriateness Of Imaging For Low-Risk Prostate Cancer-Real World Data From The Pennsylvania Urologic Regional Collaboration (Purc), Raidizon Mercedes, Dennis Head, Elizabeth Zook, Eric Eidelman, Jeffrey Tomaszewski, Serge Ginzburg, Robert Uzzo, Marc Smaldone, John Danella, Thomas Guzzo, Daniel Lee, Laurence Belkoff, Jeffrey Walker, Adam Reese, Mihir Shah, Bruce Jacobs, Jay Raman

Einstein Health Papers

Imaging for prostate cancer defines the extent of disease. Guidelines recommend against imaging low-risk prostate cancer patients with a computed tomography (CT) scan or bone scan due to the low probability of metastasis. We reviewed imaging performed for men diagnosed with low-risk prostate cancer across the Pennsylvania Urologic Regional Collaborative (PURC), a physician-led data sharing and quality improvement collaborative. The data of 10 practices were queried regarding the imaging performed in men diagnosed with prostate cancer from 2015 to 2022. The cohort included 13,122 patients with 3502 (27%) low-risk, 2364 (18%) favorable intermediate-risk, 3585 (27%) unfavorable intermediate-risk, and 3671 (28%) …

Renal Mass Imaging Modalities: Does Body Mass Index (Bmi) Matter?, Young Son, Mark E Quiring, Raeann M Dalton, Brian Thomas, Noah Davidson, Dayna Devincentz, Collin Payne, Sahil H Parikh, Benjamin A Fink, Thomas Mueller, Gordon Brown

Rowan-Virtua School of Osteopathic Medicine Departmental Research

PURPOSE: Accurate measurement of renal mass size is crucial in the management of renal cancer. With the burdensome cost of imaging yet its need for management, a better understanding of the variability among patients when determining mass size remains of urgent importance. Current guidelines on optimal imaging are limited, especially with respect to body mass index (BMI). The aim of this study is to discern which modalities accurately measure renal mass size and whether BMI influences such accuracy.

METHODS: A multi-institutional chart review was performed for adult patients undergoing partial or radical nephrectomy between 2018 and 2021, with 236 patients …

High-Dose Intravenous Vitamin C Combined With Docetaxel In Men With Metastatic Castration-Resistant Prostate Cancer: A Randomized Placebo-Controlled Phase Ii Trial, Channing Paller, Marianna Zahurak, Adel Mandl, Nicole Metri, Aliya Lalji, Elisabeth Heath, William Kelly, Christopher Hoimes, Pedro Barata, Jason Taksey, Dominique Garrison, Kartick Patra, Ginger Milne, Nicole Anders, Julie Nauroth, Jennifer Durham, Catherine Marshall, Mark Markowski, Mario Eisenberger, Emmanuel Antonarakis, Michael Carducci, Samuel Denmeade, Mark Levine

Department of Medicine Faculty Papers

UNLABELLED: High-dose intravenous vitamin C (HDIVC) administered to produce pharmacologic concentrations shows promise in preclinical models and small clinical trials, but larger prospective randomized trials are lacking. We evaluated the clinical benefit of combining HDIVC with docetaxel in patients with progressive metastatic castration-resistant prostate cancer (mCRPC). In this double-blind, placebo-controlled phase II trial, 47 patients were randomized 2:1 to receive docetaxel (75 mg/m2 i.v.) with either HDIVC (1 g/kg) or placebo. Coprimary endpoints were PSA50 response and adverse event rates. Secondary endpoints included overall survival, radiographic progression-free survival, and quality of life measured using the Functional Assessment of Cancer Therapy-Prostate …

Transformer-Based Deep Learning Prediction Of 10-Degree Humphrey Visual Field Tests From 24-Degree Data, Min Shi, Anagha Lokhande, Yu Tian, Yan Luo, Mohammad Eslami, Saber Kazeminasab, Tobias Elze, Lucy Shen, Louis Pasquale, Sarah Wellik, Carlos Gustavo De Moraes, Jonathan Myers, Nazlee Zebardast, David Friedman, Michael Boland, Mengyu Wang

Wills Eye Hospital Papers

PURPOSE: To predict 10-2 Humphrey visual fields (VFs) from 24-2 VFs and associated non-total deviation features using deep learning.

METHODS: We included 5189 reliable 24-2 and 10-2 VF pairs from 2236 patients, and 28,409 reliable pairs of macular OCT scans and 24-2 VF from 19,527 eyes of 11,560 patients. We developed a transformer-based deep learning model using 52 total deviation values and nine VF test features to predict 68 10-2 total deviation values. The mean absolute error, root mean square error, and the R2 were evaluation metrics. We further evaluated whether the predicted 10-2 VFs can improve the structure-function relationship …

High Prevalence Of Artifacts In Optical Coherence Tomography With Adequate Signal Strength, Wei-Chun Lin, Aaron Coyner, Charles Amankwa, Abigail Lucero, Gadi Wollstein, Joel Schuman, Hiroshi Ishikawa

Wills Eye Hospital Papers

PURPOSE: This study aims to investigate the prevalence of artifacts in optical coherence tomography (OCT) images with acceptable signal strength and evaluate the performance of supervised deep learning models in improving OCT image quality assessment.

METHODS: We conducted a retrospective study on 4555 OCT images from 546 patients, with each image having an acceptable signal strength (≥6). A comprehensive analysis of prevalent OCT artifacts was performed, and five pretrained convolutional neural network models were trained and tested to infer images based on quality.

RESULTS: Our results showed a high prevalence of artifacts in OCT images with acceptable signal strength. Approximately …

Checklist For Reproducibility Of Deep Learning In Medical Imaging, Mana Moassefi, Yashbir Singh, Gian Marco Conte, Bardia Khosravi, Pouria Rouzrokh, Sanaz Vahdati, Nabile Safdar, Linda Moy, Felipe Kitamura, Amilcare Gentili, Paras Lakhani, Nina Kottler, Safwan Halabi, Joseph Yacoub, Yuankai Hou, Khaled Younis, Bradley Erickson, Elizabeth Krupinski, Shahriar Faghani

Department of Radiology Faculty Papers

The application of deep learning (DL) in medicine introduces transformative tools with the potential to enhance prognosis, diagnosis, and treatment planning. However, ensuring transparent documentation is essential for researchers to enhance reproducibility and refine techniques. Our study addresses the unique challenges presented by DL in medical imaging by developing a comprehensive checklist using the Delphi method to enhance reproducibility and reliability in this dynamic field. We compiled a preliminary checklist based on a comprehensive review of existing checklists and relevant literature. A panel of 11 experts in medical imaging and DL assessed these items using Likert scales, with two survey …

Treatment Of Large Intracranial Aneurysms Using The Woven Endobridge (Web): A Propensity Score-Matched Analysis, Basel Musmar, Hamza Salim, Nimer Adeeb, Assala Aslan, Bahaa Aljeradat, Jose Diestro, Rachel Mclellan, Oktay Algin, Sherief Ghozy, Mahmoud Dibas, Sovann Lay, Adrien Guenego, Leonardo Renieri, Nicole Cancelliere, Joseph Carnevale, Guillaume Saliou, Panagiotis Mastorakos, Kareem El Naamani, Eimad Shotar, Kevin Premat, Markus Möhlenbruch, Michael Kral, Justin Vranic, Charlotte Chung, Mohamed Salem, Ivan Lylyk, Paul Foreman, Jay Vachhani, Hamza Shaikh, Vedran Župančić, Muhammad Hafeez, Joshua Catapano, Muhammad Waqas, Vincent Tutino, Mohamed Ibrahim, Marwa Mohammed, M. Ozgur Ozates, Giyas Ayberk, James Rabinov, Yifan Ren, Clemens Schirmer, Mariangela Piano, Anna Kühn, Caterina Michelozzi, Stéphanie Elens, Robert Starke, Ameer Hassan, Mark Ogilvie, Anh Nguyen, Jesse Jones, Waleed Brinjikji, Marie Nawka, Marios Psychogios, Christian Ulfert, Julian Spears, Brian Jankowitz, Jan-Karl Burkhardt, Ricardo Domingo, Thien Huynh, Juan Carlos Martinez-Gutierrez, Muhammed Essibayi, Sunil Sheth, Gary Spiegel, Rabih Tawk, Boris Lubicz, Pietro Panni, Ajit Puri, Guglielmo Pero, Erez Nossek, Eytan Raz, Monika Killer-Oberfalzer, Christoph Griessenauer, Hamed Asadi, Adnan Siddiqui, Allan Brook, David Altschul, Andrew Ducruet, Felipe Albuquerque, Robert Regenhardt, Christopher Stapleton, Peter Kan, Vladimir Kalousek, Pedro Lylyk, Srikanth Boddu, Jared Knopman, Mohammad A Aziz-Sultan, Stavropoula Tjoumakaris, Frédéric Clarençon, Nicola Limbucci, Hugo Cuellar-Saenz, Pascal Jabbour, Vitor Pereira, Aman Patel, Adam Dmytriw

Department of Neurosurgery Faculty Papers

The Woven EndoBridge (WEB) device is primarily used for treating wide-neck intracranial bifurcation aneurysms under 10 mm. Limited data exists on its efficacy for large aneurysms. We aim to assess angiographic and clinical outcomes of the WEB device in treating large versus small aneurysms. We conducted a retrospective review of the WorldWide WEB Consortium database, from 2011 to 2022, across 30 academic institutions globally. Propensity score matching (PSM) was employed to compare small and large aneurysms on baseline characteristics. A total of 898 patients were included. There was no significant difference observed in clinical presentations, smoking status, pretreatment mRS, presence …

Potential Targeting Mechanisms For Bone-Directed Therapies, Betul Celik, Andrés Leal, Shunji Tomatsu

Department of Pediatrics Faculty Papers

Bone development is characterized by complex regulation mechanisms, including signal transduction and transcription factor-related pathways, glycobiological processes, cellular interactions, transportation mechanisms, and, importantly, chemical formation resulting from hydroxyapatite. Any abnormal regulation in the bone development processes causes skeletal system-related problems. To some extent, the avascularity of cartilage and bone makes drug delivery more challenging than that of soft tissues. Recent studies have implemented many novel bone-targeting approaches to overcome drawbacks. However, none of these strategies fully corrects skeletal dysfunction, particularly in growth plate-related ones. Although direct recombinant enzymes (e.g., Vimizim for Morquio, Cerezyme for Gaucher, Elaprase for Hunter, Mepsevii for …

Early Bolus Epinephrine Administration During Pediatric Cardiopulmonary Resuscitation For Bradycardia With Poor Perfusion: An Icu-Resuscitation Study, Amanda O'Halloran, Ron Reeder, Robert Berg, Tageldin Ahmed, Michael Bell, Robert Bishop, Matthew Bochkoris, Candice Burns, Joseph Carcillo, Todd Carpenter, J. Michael Dean, J. Wesley Diddle, Myke Federman, Richard Fernandez, Ericka Fink, Deborah Franzon, Aisha Frazier, Stuart Friess, Kathryn Graham, Mark Hall, David Hehir, Christopher M Horvat, Leanna Huard, Martha Kienzle, Todd Kilbaugh, Tensing Maa, Arushi Manga, Patrick Mcquillen, Kathleen Meert, Peter Mourani, Vinay Nadkarni, Maryam Naim, Daniel Notterman, Murray Pollack, Anil Sapru, Carleen Schneiter, Matthew Sharron, Neeraj Srivastava, Bradley Tilford, Alexis Topjian, Shirley Viteri, David Wessel, Heather Wolfe, Andrew Yates, Athena Zuppa, Robert Sutton, Ryan Morgan

Department of Pediatrics Faculty Papers

BACKGROUND: Half of pediatric in-hospital cardiopulmonary resuscitation (CPR) events have an initial rhythm of non-pulseless bradycardia with poor perfusion. Our study objectives were to leverage granular data from the ICU-RESUScitation (ICU-RESUS) trial to: (1) determine the association of early epinephrine administration with survival outcomes in children receiving CPR for bradycardia with poor perfusion; and (2) describe the incidence and time course of the development of pulselessness.

METHODS: Prespecified secondary analysis of ICU-RESUS, a multicenter cluster randomized trial of children (< 19 years) receiving CPR in 18 intensive care units in the United States. Index events (October 2016-March 2021) lasting ≥ 2 min with a documented initial rhythm of bradycardia with poor perfusion were included. Associations between early epinephrine (first 2 min of CPR) and outcomes were evaluated with Poisson multivariable regression controlling for a priori pre-arrest characteristics. Among patients with arterial lines, intra-arrest blood pressure waveforms were reviewed to determine presence of a pulse during CPR interruptions. The temporal nature of progression to pulselessness was described and outcomes were compared between patients according to subsequent pulselessness status.

RESULTS: Of 452 eligible subjects, 322 (71%) received early epinephrine. The early epinephrine group had higher pre-arrest severity of illness …