Digital Commons Network^™

Increasing Risk Of Postlung Transplant Hospitalizations For Infection: An Analysis Of Recent Trends, Shi Nan Feng, Armaan F. Akbar, Alice L. Zhou, Andrew Kalra, Sean Agbor-Enoh, Christian A. Merlo, Errol L. Bush

SKMC Student Presentations and Publications

BACKGROUND: Despite advancements in lung transplantation (LT), infection remains a major cause of morbidity and mortality following LT. We examined trends in hospitalizations for infection in the first year after LT.

METHODS: We identified adult LT recipients in the United States (March 1, 2018-March 9, 2023) using the Organ Procurement and Transplantation Network database. We categorized transplants into 3 eras to account for the Composite Allocation Score allocation policy change and coronavirus disease 2019: March 2018 to March 2020, March 2020 to March 2022, and March 2022 to March 9, 2023. One-year post-LT survival was compared using Kaplan-Meier survival analysis …

A Review Of Gut Failure As A Cause And Consequence Of Critical Illness, Danielle E. Soranno, Craig M. Coopersmith, Jessica F. Brinkworth, Faith N. F. Factora, Julia H. Muntean, Monty G. Mythen, Jacob Raphael, Andrew D. Shaw, Vidula Vachharajani, Jeannette S. Messer

Department of Anesthesiology Faculty Papers

In critical illness, all elements of gut function are perturbed. Dysbiosis develops as the gut microbial community loses taxonomic diversity and new virulence factors appear. Intestinal permeability increases, allowing for translocation of bacteria and/or bacterial products. Epithelial function is altered at a cellular level and homeostasis of the epithelial monolayer is compromised by increased intestinal epithelial cell death and decreased proliferation. Gut immunity is impaired with simultaneous activation of maladaptive pro- and anti-inflammatory signals leading to both tissue damage and susceptibility to infections. Additionally, splanchnic vasoconstriction leads to decreased blood flow with local ischemic changes. Together, these interrelated elements of …

Ultrasound-Triggered Release Of Vancomycin From A Novel Spinal Device: Antibiotic Release And Efficacy In Vivo, Lauren J. Delaney, Priscilla Machado, Ji-Bin Liu, Rachel Evans, Asia Winslow, Neil Zhao, Christopher K. Kepler, Rajkishen Narayanan, Teeto Ezeonu, Viren Soni, Gagan Kaushal, Rachel Hilliard, Thomas P. Schaer, Noreen J. Hickok, Flemming Forsberg

Department of Orthopaedic Surgery Faculty Papers

Post-surgical spinal infection occurs in up to 20 % of patients, despite aggressive peri-operative antibiotic treatments. To improve prophylaxis, we have designed and evaluated an ultrasound-activated prophylactic antibiotic release system to combat post-surgical bacterial survival. Polylactic acid (PLA) clips (1 cm³) were 3D-printed with an interior reservoir (0.8 cm³) for carrying drug payload, specifically vancomycin (VAN). Under IACUC approval, clips were surgically implanted into the spines of sheep (n = 9) and swine (n = 2) by removing the spinous process at several levels of the lumbar spine. In the sheep, clips were insonated and the …

Incidence And Predictors Of Woven Endobridge (Web) Shape Modification Following Treatment Of Intracranial Aneurysms In A Large Multicenter Study, Nimer Adeeb, Hamza Adel Salim, Basel Musmar, Assala Aslan, Christian Swaid, Miguel Cuellar, Mahmoud Dibas, Nicole Cancelliere, Jose Danilo Bengzon Diestro, Oktay Algin, Sherief Ghozy, Sovann Lay, Adrien Guenego, Leonardo Renieri, Joseph Carnevale, Guillaume Saliou, Panagiotis Mastorakos, Kareem El Naamani, Eimad Shotar, Markus Möhlenbruch, Michael Kral, Charlotte Chung, Mohamed Salem, Ivan Lylyk, Paul Foreman, Hamza Shaikh, Vedran Župančić, Muhammad U Hafeez, Joshua Catapano, Muhammad Waqas, Muhammet Arslan, Onur Ergun, James Rabinov, Yifan Ren, Clemens Schirmer, Mariangela Piano, Anna Kühn, Caterina Michelozzi, Robert Starke, Ameer Hassan, Mark Ogilvie, Anh Nguyen, Jesse Jones, Waleed Brinjikji, Marie Nawka, Marios Psychogios, Christian Ulfert, Bryan Pukenas, Jan-Karl Burkhardt, Thien Huynh, Juan Carlos Martinez-Gutierrez, Muhammed Amir Essibayi, Sunil Sheth, Diana Slawski, Rabih Tawk, Benjamin Pulli, Boris Lubicz, Pietro Panni, Ajit Puri, Guglielmo Pero, Eytan Raz, Christoph Griessenauer, Hamed Asadi, Adnan Siddiqui, Elad Levy, Neil Haranhalli, David Altschul, Andrew Ducruet, Felipe Albuquerque, Robert Regenhardt, Christopher Stapleton, Peter Kan, Vladimir Kalousek, Pedro Lylyk, Srikanth Boddu, Jared Knopman, Stavropoula Tjoumakaris, Pascal Jabbour, Frédéric Clarençon, Nicola Limbucci, Vivek Yedavalli, Max Wintermark, Vitor Mendes Pereira, Aman Patel, Hugo Cuellar-Saenz, Adam Dmytriw

Department of Neurosurgery Faculty Papers

The Woven EndoBridge (WEB) device is FDA-approved for the treatment of bifurcation aneurysms. Despite its wide popularity, it has been under scrutiny for its association with potential aneurysm recanalization and retreatment due to device shape modification. This study aims to analyze the shape modification rate of WEB devices and identify factors associated with this phenomenon, as well as its correlation with aneurysm retreatment. We conducted a retrospective review of the WorldWide WEB Consortium database, including adult patients treated for intracranial aneurysms with the WEB device. We assessed aneurysm occlusion using the WEB Occlusion Scale and defined WEB shape modification as …

Assessing The Effects Of Long-Covid On Mental Health In The United States: A Population Based Study, Anusua Datta

School of Business Faculty Papers

BACKGROUND: While most individuals recover fully from COVID-19, a significant proportion of survivors experience prolonged symptoms lasting three months or more, a condition commonly referred to as long-COVID. Long-COVID conditions have been associated with reduced quality of life. By utilizing a nationally representative sample of nearly a million Americans, this study provides insights into the prevalence and impact of long-COVID on anxiety and depression in the U.S.

METHODS: We utilize the Household Pulse Survey data, which provides the first population-based sample on the prevalence of long-COVID, beginning with its June 2022 wave. This survey also includes questions on respondents' mental …

Novel Device Therapies In Heart Failure: Focus On Patient Selection, Amrita Balgobind, Daniel Asemota, Emily Rodriguez, Phuuwadith Wattanachayakul, Marat Fudim, Miguel Alvarez Villela

Einstein Health Papers

The increasing prevalence of heart failure (HF) has led to advancements in therapeutic strategies, including the development of new pharmacological treatments and the expansion of guideline recommendations across the spectrum of left ventricular ejection fractions. Despite these advancements, the full benefits of guideline-directed medical therapy (GDMT) are often limited by various barriers that result in incomplete implementation or suboptimal responses. For patients who cannot tolerate or only partially respond to GDMT, therapeutic options remain limited. This gap is particularly significant for those with contraindications to heart replacement therapies (HRT), such as left ventricular assist device (LVAD) or heart transplant. In …

Advances In Immunotherapy In Hepatocellular Carcinoma, Matthew D. Bloom, Sourav Podder, Hien Dang, Daniel Lin

Department of Medical Oncology Faculty Papers

Over the past several years, the therapeutic landscape for patients with advanced, unresectable, or metastatic hepatocellular carcinoma has been transformed by the incorporation of checkpoint inhibitor immunotherapy into the treatment paradigm. Frontline systemic treatment options have expanded beyond anti-angiogenic tyrosine kinase inhibitors, such as sorafenib, to a combination of immunotherapy approaches, including atezolizumab plus bevacizumab and durvalumab plus tremelimumab, both of which have demonstrated superior response and survival to sorafenib. Additionally, combination treatments with checkpoint inhibitors and tyrosine kinase inhibitors have been investigated with variable success. In this review, we discuss these advances in systemic treatment with immunotherapy, with a …

Clinical Variability In Presentation And Management Of Quadricuspid Aortic Valve: A Case Series, Douglas Corsi, Brooke Kelly, Nikta Nair, Meiqi Luo, Brian Osler, Sung-Hae Cho, Praveen Mehrotra, David H Wiener, Drew Johnson

Division of Cardiology Faculty Papers

• Rare presentation of three QAV cases with varied clinical manifestations is reported. • Multimodal imaging is crucial for accurate QAV diagnosis and classification. • QAV is often associated with aortic regurgitation requiring intervention. • Surgical repair is preferred over replacement in suitable patients with QAV. • Long-term follow-up is essential for patients with QAV, even if asymptomatic.

Confluent Soft Nodules On Buttocks, Awa Bakayoko, Chiamaka Ohanenye, Jason B. Lee, Shaan Patel, Sylvia Hsu

Department of Dermatology and Cutaneous Biology Faculty Papers

No abstract provided.

The Heterogeneity Of 13q Deletions In Chronic Lymphocytic Leukemia: Diagnostic Challenges And Clinical Implications, Changqing Xia, Guang Liu, Jinglan Liu, Arash Ronaghy, Saber Tadros, Wei Wang, Hong Fang, Shanxiang Zhang, Joseph D. Khoury, Zhenya Tang

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

Chronic lymphocytic leukemia (CLL) is the most common type of adult leukemia, particularly in Western countries. CLL can present indolently or aggressively, influenced by various factors, including chromosomal alterations. Fluorescent in situ hybridization (FISH), targeting specific genes/loci frequently affected in CLL patients, has established a standard for stratifying five CLL prognostic groups: del(11q)/ATM, trisomy 12, del(13q) as a sole aberration, del(17p)/TP53, and normal CLL FISH panel results. Among these, del(13q) as a sole aberration is associated with a favorable prognosis, while the others are considered intermediate (normal CLL FISH panel result and trisomy 12) or unfavorable (del(11q)/ATM and del(17p)/TP53) prognostic …

Utilization Of Suprathel® In Delayed Surgical Management Of Toxic Epidermal Necrolysis (Ten): A Case Report, Isabella Lipkin, Michelle Hughes, W. B. Hughes Md

Jefferson Hospital Staff Papers and Presentations

Given the lack of established practice guidelines for the management of cutaneous symptoms associated with toxic epidermal necrolysis, treatments range from various dressings to skin substitutes. The following report details a case of a 21-year-old male patient with this diagnosis who presented nine days after rash eruption from an outside hospital with no signs of healing. The patient was then successfully managed surgically eleven days after symptom onset with debridement of epidermal blisters and placement of Suprathel®. To our knowledge, this publication is the first to describe the potential of this synthetic skin substitute in promoting epidermal regeneration for delayed …

Time To Initiation Of Antiresorptive Agents In Multiple Myeloma To Reduce Skeletal Related Events, Amman Bhasin, Adam Binder, Leland Damron, Amry Majeed, Adam Barsouk, Kelly Hughes, Thomas Jefferson University, Abdullateef O. Abdulkareem, Tingting Zhan, Divya Polu, Sai Gundepalli, Srinivas Devarakonda

Kimmel Cancer Center Faculty Papers

Purpose: Current treatment guidelines strongly support the use of antiresorptive therapy in patients with newly diagnosed multiple myeloma (NDMM) with the goal of preventing skeletal related events (SRE). Despite these concrete, data-driven recommendations, the impact of delays in antiresorptive initiation in NDMM patients is understudied. Through a multicenter retrospective study, we examined the impact of delays in antiresorptive initiation on the rates of SREs. We furthered our exploration of this topic in a separate retrospective analysis with a focus on reasons for delays in antiresorptive therapy initiation. Methods: Electronic health records from two large academic institutions were used to identify …

Pulmonopoly: A Game-Based Approach To Teach And Reinforce Basic Concepts Of Pulmonary Medicine To Medical Students, Michael Dong, James Uricheck, Urvashi Vaid

Division of Pulmonary, Allergy, and Critical Care Medicine Faculty Papers

INTRODUCTION: Pulmonopoly is an innovative active-learning medical board game addressses core pulmonary concepts in an engaging, competitive style. The strength of Pulmonopoly lies in its ability to combine ease of setup and play with comprehensive content coverage that comprises a significant proportion of national board examinations, offering a gamification experience that can be readily applied in different settings and modified for learner levels.

METHODS: We created an instructional game, Pulmonopoly, based on pulmonary content delivered to preclinical medical students and required for national board examinations. We invited first-year medical students to participate in 60-minute small-group sessions. Content addressed pulmonary subject …

Multi-Societal Expert Consensus Statement On The Safe Administration Of Ultrasound Contrast Agents, Jordan B. Strom, Andrew Appis, Richard G. Barr, Maria Cristina Chammas, Dirk-André Clevert, Kassa Darge, Linda Feinstein, Steven B. Feinstein, J. Brian Fowlkes, Beverly Gorman, Pintong Huang, Yuko Kono, Juan Lopez-Mattei, Andrej Lyshchik, Michael L. Main, Wilson Matthias, Christina Merrill, Sharon L. Mulvagh, Petros Nihoyannopoulos, Joan Olson, Fabio Piscaglia, Thomas Porter, Arnaldo Rabischoffsky, Roxy Senior, Jessica L Stout, Maria Stanczak, Stephanie R. Wilson

Department of Radiology Faculty Papers

Contrast enhanced ultrasound (CEUS) offers a safe, reliable imaging option to establish a clinical diagnosis across a variety of multidisciplinary settings. This Expert Consensus Statement serves to outline expert opinion on what constitutes appropriate supervision and the essential components of safe CEUS practice. The purpose of this document is to empower institutions to allow sonographers, along with other trained medical professionals, to administer UCAs at the point of care, consistent with the updated scope of practice documentation and within the broad parameters of an individual's training and licensure, while subject to appropriate supervision and meeting or exceeding minimum safety standards. …

Neural Signal Analysis In Chronic Stroke: Advancing Intracortical Brain-Computer Interface Design, Nabila Shawki, Alessandro Naopli, Carlos E. Vargas-Irwin, Christopher K. Thompson, John P. Donoghue, Mijail D. Serruya

Department of Medicine Faculty Papers

INTRODUCTION: Intracortical Brain-computer interfaces (iBCIs) are a promising technology to restore function after stroke. It remains unclear whether iBCIs will be able to use the signals available in the neocortex overlying stroke affecting the underlying white matter and basal ganglia.

METHODS: Here, we decoded both local field potentials (LFPs) and spikes recorded from intracortical electrode arrays in a person with chronic cerebral subcortical stroke performing various tasks with his paretic hand, with and without a powered orthosis. Analysis of these neural signals provides an opportunity to explore the electrophysiological activities of a stroke affected brain and inform the design of …

Empowering Resident Autonomy, Competence, And Relatedness Through Opt-Out Visits, Emily Lisco, Md, Alexandra Hughes, Lcsw, Meghan O’Meara, Phd, Lpc

Department of Psychiatry and Human Behavior Posters

Background

• House staff officers are more likely to experience burnout than their age-matched peers in the general population.³
• ACGME Common Program requirements emphasize the importance of well-being in residency programs, including the opportunity to attend healthcare appointments during working hours.¹
• Opt-out programs have been used to increase help-seeking behavior and provide low-barrier access to mental health care and other supports.^{2, 4-5}
• Self-determination theory proposes that individuals’ well-being can be enhanced if the core psychological needs of autonomy, competence, and relatedness are met.⁶
• The lack of perceived autonomy, competence, and connection felt by residents can lead to …

Balancing Construction Costs And Environmental And Social Performances In High-Rise Urban Development: A Generative Urban Design Approach, Peng Du, Geoffrey Little, Erick Romero

College of Architecture and the Built Environment Faculty Papers

The urban design process is complex and interdisciplinary, especially in the context of high-density cities with high-rise buildings. The design of high-rise buildings requires input from a variety of stakeholders in the city, who often represent conflicting requirements and interests. However, conventional design approaches struggle to address this complexity. This study introduced a generative urban design approach and applied it to a case study for high-rise urban development in Guangzhou, China. Specifically, 7500 urban forms were generated with variables such as street networks, block offset, building typology, and green space, and then were evaluated and optimized via multi-objective evolutionary algorithms. …

Automated Detection Of Reduced Ejection Fraction Using An Ecg-Enabled Digital Stethoscope: A Large Cohort Validation, Ling Guo, Gregg S. Pressman, Spencer N. Kieu, Scott B. Marrus, George Mathew, John Prince, Emileigh Lastowski, Rosalie V. Mcdonough, Caroline Currie, John N. Maidens, Hussein Al-Sudani, Evan Friend, Deepak Padmanabhan, Preetham Kumar, Edward Kersh, Subramaniam Venkatraman, Salima Qamruddin

Einstein Health Papers

BACKGROUND: Asymptomatic left ventricular systolic dysfunction (ALVSD) affects 7 million globally, leading to delayed diagnosis and treatment, high mortality, and substantial downstream health care costs. Current detection methods for ALVSD are inadequate, necessitating the development of improved diagnostic tools. Recently, electrocardiogram-based algorithms have shown promise in detecting ALVSD.

OBJECTIVES: The authors developed and validated a convolutional neural network (CNN) model using single-lead electrocardiogram and phonocardiogram inputs captured by a digital stethoscope to assess its utility in detecting individuals with actionably low ejection fractions (EF) in a large cohort of patients.

METHODS: 2,960 adults undergoing echocardiography from 4 U.S. health care …

Clinician Experiences With Ambient Scribe Technology To Assist With Documentation Burden And Efficiency, Matthew J. Duggan, Julietta Gervase, Anna Schoenbaum, William Hanson, John T. Howell, Michael Sheinberg, Kevin B. Johnson

SKMC Student Presentations and Publications

IMPORTANCE: Timely evaluation of ambient scribing technology is warranted to assess whether this technology can lessen the burden of clinical documentation on clinicians.

OBJECTIVE: To investigate the association of ambient scribing technology with efficiency, quality, and perceived burden of clinical documentation in the outpatient setting.

DESIGN, SETTING, AND PARTICIPANTS: This prospective, single-group pre-post quality improvement study was conducted between April and June 2024 in the outpatient setting of an academic health system in Philadelphia, Pennsylvania. Participants included physicians, nurse practitioners, and physician assistants. Data were analyzed from July to August 2024.

EXPOSURE: Access to an artificial intelligence-driven ambient scribing tool …

Correlation Of Gnas Mutational Status With Oncologic Outcomes In Patients With Resected Intraductal Papillary Mucinous Neoplasms, Julia S. Evans, Kylee Shivok, Hui Hsuan Chen, Eliyahu Gorgov, Wilbur Bowne, Aditi Jain, Phd, Harish Lavu, Charles J. Yeo, Avinoam Nevler

SKMC Student Presentations and Publications

Background: Intraductal papillary mucinous neoplasms (IPMNs) are pre-malignant pancreatic lesions that may progress to invasive pancreatic ductal adenocarcinoma (PDAC). IPMN-associated invasive carcinoma (iIPMN) has been associated with more favorable survival outcomes compared to non-iIPMN-derived PDAC. Here, we aim to investigate the genetic landscape of IPMNs to assess their relevance to oncologic outcomes. Methods: This retrospective study used a large single-institution prospectively maintained database. Patients who underwent curative-intent pancreatic resection between 2016 and 2022 with histologically confirmed diagnosis of IPMN were included. Demographic, pathologic, molecular, and oncologic outcome data were recorded. Kaplan–Meier survival analyses were performed. PDAC data from public genetic …

Breastfeeding Interventions And Programs Conducted In The Islamic Republic Of Iran: A Scoping Review, Patricia J. Kelly, Amrita Sidhu, Anusha Sajja, Devanshi Majeethia, Elizabeth Dodge, Basil H. Aboul-Enein

College of Nursing Faculty Papers & Presentations

The purpose of this review was to identify interventions promoting breastfeeding (BF), BF practices and their outcomes in Iran. Using the PRISMA-ScR Guidelines, we searched across 14 databases for publications published between 2010 and February 2024 to identify studies published in English or Farsi language in peer-reviewed journals, using search terms 'breastfeeding', 'lactation', 'education', 'promotion', 'intervention' and 'program'. Inclusion criteria included intervention-based studies with quantitative outcomes of pregnant women/mothers receiving education, training or other intervention that promoted BF or exclusive BF. Excluded studies were protocols, those examining Iranian communities outside of Iran publications in other languages, brief communications, gray literature …

Collaborative Healthcare: Advancing Interprofessional Practice & Education, Volume 15, Number 1, Fall 2024/Winter 2025

Collaborative Healthcare: Interprofessional Practice, Education and Evaluation (JCIPE)

In this Issue:

• From the Editors
• JCIPE Certificate of Excellence in Interprofessional Collaborative Practice
• Welcoming New Faces
• Meet an IPE/CP Faculty Champion
• Meet an IPE/CP Student Champion
• Transformative Learning Through IPE
• Interprofessional Palliative Care Program

Safety And Efficacy Of Different Stent Strategies In Percutaneous Coronary Intervention: A Network Meta-Analysis, Waqas Ullah, Harigopal Sandhyavenu, Syeda Ramsha Zaidi, Mileydis Alonso, Muhammad Atif Khan, Irfan Ullah, Farah Yasmin, Aravind Reddy Polam, Salman Zahid, Arnav Kumar, Ewout Steyerberg, Mohammed Murtaza, Chadi Alraiesm, Jeffrey Rade

Jefferson Health - Northeast Papers (formerly Aria Health Papers)

BACKGROUND: The utility of polymer-permanent, polymer-absorbable, and polymer-free drug-eluting stents (DES) in the context of different eluting drugs in patients undergoing percutaneous coronary intervention (PCI) remains controversial.

OBJECTIVES: The purpose of this study was to compare the efficacy of different DES strategies in post-PCI patients.

METHODS: Digital databases were searched to select all randomized control trials. Different combinations of DES were directly compared with permanent-polymer sirolimus-eluting stents. The primary outcome was major adverse cardiovascular events; a composite of cardiovascular mortality, myocardial infarction (MI), and target vessel revascularization. A network meta-analysis was performed to determine the net relative risk (RR) and …

Cardiac Screening Findings And Referral Patterns In Male African-American Basketball Players: Analysis Of The Heartbytes Registry, Douglas Corsi, Avinash Saraiya, Maggie Doyle, Vacha Shah, Blaise O'Malley, Grace Qiu, Renee Lanstaff, Imran Masood, Brian Osler, Alexander G. Hajduczok, Drew Johnson, David Shipon

Student Papers, Posters & Projects

Sudden cardiac death (SCD) is the leading medical cause of death in young athletes. Male African American basketball players (MABP) demonstrate particularly elevated risk for SCD. Despite increasing screening and preventative efforts, the incidence of SCD remains elevated in this population. This retrospective analysis of the HeartBytes National Youth Cardiac Registry (2015-2023) aimed to characterize cardiac screening findings, including symptoms, family history, physical exam, and electrocardiogram (ECG) abnormalities in MABP compared to other youth athletes undergoing cardiac screening. We secondarily examined referral patterns based on screening results between the two groups. Of 8,303 individuals screened, 200 MABP were identified. MABP …

Crème De La Conference: 8th World Congress Of Pediatric Cardiology And Cardiac Surgery-Wcpccs 2023, Carissa M. Baker-Smith, Liesl Zühlke, Jennifer Co-Vu, Shubhika Srivastava, Renelle George, Shelby Kutty, Ali N. Zaidi, David J. Goldberg, Erica D. Sood, Kathryn M. Dodds, David S. Cooper, Mitchel I. Cohen, Gil Wernovsky, Jeffrey P. Jacobs

Department of Medicine Faculty Papers

No abstract provided.

The Unfolding Story Of Protein Misfolding Causing Alzheimer Disease In Recipients Of Human Pituitary Growth Hormone, Evan G. Graber, Sayed M. Hadi Hosseini, Darrell M. Wilson, Alan D. Rogol

Division of Endocrinology, Diabetes and Metabolic Diseases Faculty Papers

Human growth hormone (hGH) has been in clinical use for children with GH deficiency (GHD) since the late 1950s. The original formulations were considered very safe with few adverse events reported. That changed remarkably in 1985 when the first patients with GHD, who had been treated with cadaveric hGH, were diagnosed with Creutzfeldt-Jakob disease (CJD). Fortunately, that same year a robust supply of recombinant hGH was released to the market whose adverse event profile did not include CJD. Patients who had received National Hormone and Pituitary Program hGH have been continuously followed since 1985. It is clear that prions are …

Triswinunetr Lobe Segmentation Model For Computing Dir-Free Ct-Ventilation, Gabriela Roque Oliveira Nomura, Aarom T. Luong, Ananya Prakash, Annabelle Alemand, Tanish Bhowmick, Alisa Ali, Jaimie Ren, Basil Rehani, Girish Nair, Richard Castillo, Yevgeniy Vinogradskiy, Edward Castillo

Department of Radiation Oncology Faculty Papers

Purpose: Functional radiotherapy avoids the delivery of high-radiation dosages to high-ventilated lung areas. Methods to determine CT-ventilation imaging (CTVI) typically rely on deformable image registration (DIR) to calculate volume changes within inhale/exhale CT image pairs. Since DIR is a non-trivial task that can bias CTVI, we hypothesize that lung volume changes needed to calculate CTVI can be computed from AI-driven lobe segmentations in inhale/exhale phases, without DIR. We utilize a novel lobe segmentation pipeline (TriSwinUNETR), and the resulting inhale/exhale lobe volumes are used to calculate CTVI. Methods: Our pipeline involves three SwinUNETR networks, each trained on 6,501 CT image pairs …

Perceived Hbv-Related Stigma Is Associated With Lower Antiviral Medication Adherence In Patients With Chronic Hepatitis B, Hee-Soon Juon, Daniel Yang, Cindy Xin Fang, Hie-Won Hann, Ho Bae, Mimi Chang, Ann C. Klassen

Department of Medical Oncology Faculty Papers

Medication nonadherence among patients with chronic hepatitis B (CHB) can lead to severe liver disease progression, including liver cirrhosis and hepatocellular carcinoma (HCC). Yet the factors that influence adherence in high-risk groups, like Korean Americans, remain unclear. Thus, this study explored the psychosocial and clinical factors affecting medication adherence in CHB patients. A cohort of 365 Korean American patients with CHB from two clinics in Philadelphia and Los Angeles was studied. The 8-item Morisky Medication Adherence Scale (MMAS-8) gauged their adherence to antiviral medication. Using descriptive and multivariable logistic regression analyses, we identified factors associated with MMAS-8 scores. Of the …

Self Supervised Artificial Intelligence Predicts Poor Outcome From Primary Cutaneous Squamous Cell Carcinoma At Diagnosis, Nicolas Coudray, Michelle C. Juarez, Maressa C. Criscito, Adalberto Claudio Quiros, Reason Wilken, Stephanie R. Jackson Cullison, Mary L. Stevenson, Nicole A. Doudican, Ke Yuan, Jamie D. Aquino, Daniel M. Klufas, Jeffrey P. North, Siegrid S. Yu, Fadi Murad, Emily Ruiz, Chrysalyne D. Schmults, Cristian D. Cardona Machado, Javier Cañueto, Anirudh Choudhary, Alysia N. Hughes, Alyssa Stockard, Zachary Leibovit-Reiben, Aaron R. Mangold, Aristotelis Tsirigos, John A. Carucci

Department of Dermatology and Cutaneous Biology Faculty Papers

Primary cutaneous squamous cell carcinoma (cSCC) is responsible for ~10,000 deaths annually in the United States. Stratification of risk of poor outcome at initial biopsy would significantly impact clinical decision-making during the initial post operative period where intervention has been shown to be most effective. Using whole-slide images (WSI) from 163 patients from 3 institutions, we developed a self supervised deep-learning model to predict poor outcomes in cSCC patients from histopathological features at initial diagnosis, and validated it using WSI from 563 patients, collected from two other academic institutions. For disease-free survival prediction, the model attained a concordance index of …

Patient Perception Of Delays In The Dermatology Clinic, Emily Hunter, Safiyyah Bhatti, Lauren N. Mcgrath, Stephanie R. Jackson Cullison, Elizabeth Jones

Department of Dermatology and Cutaneous Biology Faculty Papers

No abstract provided.