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Full-Text Articles in Medicine and Health Sciences

Serial False Lumen Patency Evaluation Of A Type B Dissection Represented With Malperfusion Following Medical Management, S Taha Zaidi, Quang Le, Firas Mussa, Akiko Tanaka, S Keisin Wang, Arash Keyhani, Kourosh Keyhani Feb 2026

Serial False Lumen Patency Evaluation Of A Type B Dissection Represented With Malperfusion Following Medical Management, S Taha Zaidi, Quang Le, Firas Mussa, Akiko Tanaka, S Keisin Wang, Arash Keyhani, Kourosh Keyhani

Faculty, Staff and Student Publications

False lumen evolution in type B aortic dissection, particularly with medical management and anticoagulation, remains incompletely understood. We report a 55-year-old man on apixaban for pulmonary embolism with a subacute zone 3-10L TBAD without malperfusion. He was managed medically initially and represented twice over 2 months with back pain and acute right lower extremity ischemia. Serial imaging demonstrated dynamic remodeling with progression from partial to near-complete thrombosis to full reperfusion with true lumen compression. Urgent endovascular repair was performed successfully. This case illustrates the unpredictable course of medically managed TBAD and need for judicious use of anticoagulation.


Primary Tumor Size And Tumor-Vessel Interface Following Capecitabine And Temozolomide For Pancreatic Neuroendocrine Tumor, Jin Guo, Kever A Lewis, Laura Prakash, Priya Bhosale, Ajaykumar Morani, Matthew H G Katz, Ching-Wei D Tzeng, Naruhiko Ikoma, Rebecca Snyder, Michael P Kim, Chandrikha Chandrasekharan, Arvind Dasari, James C Yao, Jeffrey E Lee, Jessica E Maxwell, Daniel M Halperin Feb 2026

Primary Tumor Size And Tumor-Vessel Interface Following Capecitabine And Temozolomide For Pancreatic Neuroendocrine Tumor, Jin Guo, Kever A Lewis, Laura Prakash, Priya Bhosale, Ajaykumar Morani, Matthew H G Katz, Ching-Wei D Tzeng, Naruhiko Ikoma, Rebecca Snyder, Michael P Kim, Chandrikha Chandrasekharan, Arvind Dasari, James C Yao, Jeffrey E Lee, Jessica E Maxwell, Daniel M Halperin

Faculty, Staff and Student Publications

Capecitabine/temozolomide (CAPTEM) is an established regimen for patients with metastatic pancreatic neuroendocrine tumors (PanNET) that is being increasingly used for tumor volume reduction in patients with borderline anatomically resectable disease. We sought to understand the response of the primary tumor, defined as changes in the tumor–vascular interface (TVI). This is a retrospective, single-institution study of patients with locally advanced or metastatic PanNET treated with CAPTEM between 2010 and 2020. RECISTv1.1 measurements and TVI assessments of the primary tumor were performed on pre- and post-therapy images. Patients with locally advanced or metastatic PanNET at presentation (n = 47) were included. …


Tumor-Immune-Neural Circuit Disrupts Energy Homeostasis In Cancer Cachexia, Xiuhui Shi, Alex X Arreola, Zhijun Zhou, Jingxuan Yang, Mingyang Liu, Yang Cai, Yu Ren, Hao Yuan, Qun Chen, Xinjie Chen, Xinyu Yang, Yimei Meng, Jingyi Wang, Wenyi Luo, Michael C Rudolph, Rohan Varshney, Kar-Ming Fung, Chao Xu, Wei R Chen, Michael S Bronze, Lei Zheng, Yi-Ping Li, Courtney W Houchen, Yuqing Zhang, Min Li Feb 2026

Tumor-Immune-Neural Circuit Disrupts Energy Homeostasis In Cancer Cachexia, Xiuhui Shi, Alex X Arreola, Zhijun Zhou, Jingxuan Yang, Mingyang Liu, Yang Cai, Yu Ren, Hao Yuan, Qun Chen, Xinjie Chen, Xinyu Yang, Yimei Meng, Jingyi Wang, Wenyi Luo, Michael C Rudolph, Rohan Varshney, Kar-Ming Fung, Chao Xu, Wei R Chen, Michael S Bronze, Lei Zheng, Yi-Ping Li, Courtney W Houchen, Yuqing Zhang, Min Li

Faculty, Staff and Student Publications

Cancer-induced cachexia and anorexia are debilitating complications across many cancers, yet effective treatments remain limited due to a poor understanding of the underlying mechanisms. Here, we identify an uncharacterized tumor-immune-neural circuit driving these syndromes, centered on growth and differentiation factor 15 (GDF15). Using genetically engineered mouse models, we find that loss of GDF15 protects against appetite loss, muscle wasting, and fat loss in pancreatic, lung, and skin cancers. Single-cell RNA sequencing reveals macrophages as a major source of GDF15, induced by tumor-derived colony-stimulating factor 1 (CSF1). GDF15 acts via the central nervous system to enhance β-adrenergic signaling in the tumor …


Weight Loss Patterns And Clinical Outcomes Of Glp1 Receptor Agonists In Breast Cancer Survivors, Jasmine S Sukumar, Akshara Singareeka Raghavendra, Sarah Pasyar, Roland L Bassett, Debu Tripathy, Carlos H Barcenas, Karen M Basen-Engquist, Banu K Arun Feb 2026

Weight Loss Patterns And Clinical Outcomes Of Glp1 Receptor Agonists In Breast Cancer Survivors, Jasmine S Sukumar, Akshara Singareeka Raghavendra, Sarah Pasyar, Roland L Bassett, Debu Tripathy, Carlos H Barcenas, Karen M Basen-Engquist, Banu K Arun

Faculty, Staff and Student Publications

Use of glucagon-like peptide-1 receptor agonists (GLP1-RA) for weight loss is increasing; implications in breast cancer (BC) survivors remain unclear.This retrospective cohort study evaluated treatment patterns, weight loss, and outcomes in BC survivors at an academic institution receiving GLP1-RA. We evaluated patients with non-metastatic (ductal carcinoma in situ (DCIS), stage 1-3) BC who received GLP1-RA (2005 - 2024). Linear regression models estimated associations between weight change and clinical factors. After excluding DCIS, propensity score matching (1:2) was used to match patients who received GLP1-RA with patients who did not, based on confounding covariates. Kaplan-Meier estimates and log-rank tests compared disease-free …


Trends In The Psychedelic Renaissance: Applying Artificial Intelligence To Measure Media Portrayal Of Psychedelic Drugs In The 21st Century, David A. Bender, Harrison M. Dunn, Amanda Pekau, Arushi D. Mohite, Akila Anandarajah, Brendan D. Ross, Jacob Steinle, Suraj Shankar, Brandon Kiley, Umer Jalil Feb 2026

Trends In The Psychedelic Renaissance: Applying Artificial Intelligence To Measure Media Portrayal Of Psychedelic Drugs In The 21st Century, David A. Bender, Harrison M. Dunn, Amanda Pekau, Arushi D. Mohite, Akila Anandarajah, Brendan D. Ross, Jacob Steinle, Suraj Shankar, Brandon Kiley, Umer Jalil

School of Medicine Publications

Background: The relationship between media portrayal of psychedelic drugs, scientific research and drug policy is an area of debate.

Aims: To apply artificial intelligence technology to measure trends in media sentiment towards the therapeutic potential of psychedelic drugs.

Method: Up to 300 of the most relevant articles from Google News searches for the term 'psychedelics' were sampled for each year from 2000 to 2025. A large language model, ChatGPT, evaluated subject matter and sentiment.

Results: In total, 88.3% of screened URLs (3308 of 3747) were included in the analysis. The proportion of articles focusing on the therapeutic potential of psychedelics …


Trends In The Psychedelic Renaissance: Applying Artificial Intelligence To Measure Media Portrayal Of Psychedelic Drugs In The 21st Century, David A Bender, Harrison M Dunn, Arushi D Mohite, Akila Anandarajah, Jacob Steinle, Suraj Shankar, Brandon Kiley, Sara Martin, Rishi Gonuguntla, Mia Stonov, Nithya Pippala, Rana Abdalla, Madison K Stille, Gibson Werner, Melinda Daniels-Tineo, Hannah Wang, Sonali Sharma, Jatin Sridhar, Adebusola Adeyemi, Kayla Smart, Baris C Ercal, Et Al. Feb 2026

Trends In The Psychedelic Renaissance: Applying Artificial Intelligence To Measure Media Portrayal Of Psychedelic Drugs In The 21st Century, David A Bender, Harrison M Dunn, Arushi D Mohite, Akila Anandarajah, Jacob Steinle, Suraj Shankar, Brandon Kiley, Sara Martin, Rishi Gonuguntla, Mia Stonov, Nithya Pippala, Rana Abdalla, Madison K Stille, Gibson Werner, Melinda Daniels-Tineo, Hannah Wang, Sonali Sharma, Jatin Sridhar, Adebusola Adeyemi, Kayla Smart, Baris C Ercal, Et Al.

2020-Current year OA Pubs

BACKGROUND: The relationship between media portrayal of psychedelic drugs, scientific research and drug policy is an area of debate.

AIMS: To apply artificial intelligence technology to measure trends in media sentiment towards the therapeutic potential of psychedelic drugs.

METHOD: Up to 300 of the most relevant articles from Google News searches for the term 'psychedelics' were sampled for each year from 2000 to 2025. A large language model, ChatGPT, evaluated subject matter and sentiment.

RESULTS: In total, 88.3% of screened URLs (3308 of 3747) were included in the analysis. The proportion of articles focusing on the therapeutic potential of psychedelics …


Menopause 101, Stephanie Carlson, Emma Parkhurst, Ashley Yaugher, Cris Meier Feb 2026

Menopause 101, Stephanie Carlson, Emma Parkhurst, Ashley Yaugher, Cris Meier

All Current Publications

This fact sheet provides women with basic information about perimenopause, menopause, and postmenopause, along with helpful tips and resources to better prepare for or manage these phases of life.


Small Patients, Big Gaps: Why Adult Crrt Timing Evidence Does Not Translate To Children, Katja M Gist, Dana Y Fuhrman, Ayse Akcan-Arikan Feb 2026

Small Patients, Big Gaps: Why Adult Crrt Timing Evidence Does Not Translate To Children, Katja M Gist, Dana Y Fuhrman, Ayse Akcan-Arikan

Faculty, Staff and Students Publications

No abstract provided.


Albumin-Binding Domains In Therapeutic Protein Engineering: A Structural And Computational Perspective On Rational Design, Matthew Argyle, Dallin M. Chipman, Anna Claire Woolley, Bradley C. Bundy, Dennis Della Corte Feb 2026

Albumin-Binding Domains In Therapeutic Protein Engineering: A Structural And Computational Perspective On Rational Design, Matthew Argyle, Dallin M. Chipman, Anna Claire Woolley, Bradley C. Bundy, Dennis Della Corte

Faculty Publications

Therapeutic proteins face a critical pharmacokinetic challenge: rapid clearance from circulation limits their clinical efficacy. Albumin-binding domains (ABDs) offer an elegant solution by enabling therapeutic proteins to “hitchhike” on serum albumin’s favorable 19-day half-life through FcRn-mediated recycling. Clinical validation through approved therapeutics like ozoralizumab demonstrates the success of this approach, with preclinical studies showing fusion to an ABD extended half-life to 18 days. This review provides an analysis of ABD-fusion protein design, integrating structural biology, computational prediction, and rational engineering principles. We catalog the major classes of albumin-binding modalities, including bacterial three-helix bundle domains, engineered peptides, antibody-derived binders, and alternative …


Post-Traumatic Stress And Post-Traumatic Growth: A Literary Lens On Trauma, Meaning, And Survival, Audrey Gruben Feb 2026

Post-Traumatic Stress And Post-Traumatic Growth: A Literary Lens On Trauma, Meaning, And Survival, Audrey Gruben

CAFE Symposium 2026

This project examines how literature provides insight into these differing trauma responses by comparing Man’s Search for Meaning by Viktor Frankl and Slaughterhouse-Five by Kurt Vonnegut. Drawing on contemporary psychological frameworks of PTSD and PTG, this analysis argues that psychological distress and growth are not mutually exclusive responses to trauma. Instead, they can coexist along a spectrum shaped by meaning-making, responsibility, avoidance, and engagement with suffering.


The Need For Accessible Cpr Training, Madilyn Cataloni Feb 2026

The Need For Accessible Cpr Training, Madilyn Cataloni

CAFE Symposium 2026

For my project, I researched how CPR certification can affect an emergency response. From this, I researched Gettysburg College's CPR certification requirements for different departments. I then brainstormed different plans to make CPR certification more accessible to students and employees.


Comparing Sociological Suicide Studies In The 1800s To Psychological Suicide Studies Now, Amanda Mic Feb 2026

Comparing Sociological Suicide Studies In The 1800s To Psychological Suicide Studies Now, Amanda Mic

CAFE Symposium 2026

Sociology can look at the numbers and explain to us the physical, concrete facts about when, where, and how suicides happen, but psychology gives us an explanation as to why it happens. This project looks into the ways that 19th century societal stigmas around suicide caused inaccuracies in the statistics that sociologists studied, and therefore their findings, as well as the abundance of discoveries on suicide and mental conditions by psychologists in more recent times.


Evaluating The Residential Lead Remediation Program In The City Of Lancaster, Kaitlin Mcgowan, Divine Oludi, Harriet Okatch Feb 2026

Evaluating The Residential Lead Remediation Program In The City Of Lancaster, Kaitlin Mcgowan, Divine Oludi, Harriet Okatch

Phase 1

Introduction: Residential lead remediation is an effective primary prevention approach for addressing lead exposure. Current guidelines require residents of a home get relocated during the remediation. Relocation is often for a period of ten days; however, no study has explored the effect of relocation on families. This study aims to understand the experiences of relocated families with a goal to develop a framework for relocation informed by the experiences of previously relocated families.

Methods. Ten semi-structured interviews were conducted with individuals from the city of Lancaster whose homes had been remediated during the last two years. Participants described their …


Asian Reference Values For Handgrip Strength, Gait Speed, Five-Times-Sit-To-Stand Test, Muscle Mass And Calf Circumference, Jozo Grgic, Siew Ling Tey, Dieu Thi Huynh, Yen Ling Low, Zeljko Pedisic, Nina Schaller, Vanessa Kristina Wazny, Weilan Wang, Yasuhiko Saito, Ravindra P. Rannan-Eliya, Hala Ghattas Ph.D., Monique Chaaya, Carlos Mendes De Leon, Preeti Gupta, Ecosse L. Lamoureux, Mythily Subramaniam, Edimansyah Abdin, Rahul Malhotra, Angelique Chan, Bayasgalan Tumenbayar, Et. Al. Feb 2026

Asian Reference Values For Handgrip Strength, Gait Speed, Five-Times-Sit-To-Stand Test, Muscle Mass And Calf Circumference, Jozo Grgic, Siew Ling Tey, Dieu Thi Huynh, Yen Ling Low, Zeljko Pedisic, Nina Schaller, Vanessa Kristina Wazny, Weilan Wang, Yasuhiko Saito, Ravindra P. Rannan-Eliya, Hala Ghattas Ph.D., Monique Chaaya, Carlos Mendes De Leon, Preeti Gupta, Ecosse L. Lamoureux, Mythily Subramaniam, Edimansyah Abdin, Rahul Malhotra, Angelique Chan, Bayasgalan Tumenbayar, Et. Al.

Faculty Publications

Background:

Handgrip strength, gait speed, Five-Times-Sit-to-Stand Test (FTSST) performance, skeletal muscle mass and calf circumference are important health outcomes, particularly useful for diagnosing sarcopenia. The aim of this study was to establish reference (normative) values for handgrip strength, gait speed, FTSST performance, skeletal muscle mass and calf circumference by pooling individual participant data from national cohorts in Asia.

Methods:

We conducted a pooled analysis of individual participant data from 20 national cohorts representing 12 Asian countries (China, India, Indonesia, Israel, Japan, Lebanon, Malaysia, Mongolia, Philippines, Republic of Korea, Singapore and Sri Lanka). We included cohorts with data on at least …


Targeting The Lung Innate Pathways During Tuberculosis Can Improve Vaccine-Induced Protection Via Th17 Responses In Diversity Outbred Mice, Mushtaq Ahmed, Shibali Das, Bruce A Rosa, Javier Rangel Moreno, Deepak Kaushal, Makedonka Mitreva, Shabaana A Khader Feb 2026

Targeting The Lung Innate Pathways During Tuberculosis Can Improve Vaccine-Induced Protection Via Th17 Responses In Diversity Outbred Mice, Mushtaq Ahmed, Shibali Das, Bruce A Rosa, Javier Rangel Moreno, Deepak Kaushal, Makedonka Mitreva, Shabaana A Khader

2020-Current year OA Pubs

UNLABELLED: Tuberculosis (TB), caused by the bacterium

IMPORTANCE: Bacille Calmette Guerin (BCG) vaccination in genetically diverse outbred (DO) mice provides significant protection against


Bioactive Lipid-Mediated Structural And Functional Regulation Of The Essential Human Potassium Channel Kir7.1, Qingwei Niu, Simon Vu, Yuanjian Xu, Mingxing Qian, Anastasiia Rudenko, Jin Ye, Jianwei Zeng, Wei Huang, Douglas F Covey, Rui Zhang, Ziao Fu, Polina V Lishko Feb 2026

Bioactive Lipid-Mediated Structural And Functional Regulation Of The Essential Human Potassium Channel Kir7.1, Qingwei Niu, Simon Vu, Yuanjian Xu, Mingxing Qian, Anastasiia Rudenko, Jin Ye, Jianwei Zeng, Wei Huang, Douglas F Covey, Rui Zhang, Ziao Fu, Polina V Lishko

2020-Current year OA Pubs

The inwardly rectifying potassium channel Kir7.1 is essential for the physiological function of diverse tissues, including the retinal pigment epithelium and the gestational myometrium. Loss-of-function mutations in KCNJ13, which encodes Kir7.1, or conditional ablation of Kir7.1 in the retinal pigment epithelium, lead to early-onset vision loss. Despite strong genetic evidence supporting Kir7.1 as a therapeutic target, its regulation by endogenous ligands-beyond phosphoinositides-remains poorly understood. Here, we report cryo-electron microscopy structures of human Kir7.1 in multiple functional states at resolutions ranging from 2.8 Å to 4.0 Å. These structures uncover the molecular basis of Kir7.1 modulation by PI


Immediate Skin-To-Skin Contact At Very Preterm Birth And Effect On Infant Socio-Emotional Stress Response And Mother–Infant Cortisol Co-Regulation: Secondary Outcomes From The Randomised Clinical Immediate Parent-Infant Skin-To-Skin Study (Ipistoss), Karoline Lode-Kolz, Siri Lillieskold, Hanne Brit Hetland, Eleonora Mascheroni, Stina Klemming, Hanne Pike, Agnes Linner, Nils J. Bergman, Bjorn Westrup, Ulrika Ådén, Evalotte Morelius, Rosario Montirosso, Wibke Jonas, Siren Rettedal Feb 2026

Immediate Skin-To-Skin Contact At Very Preterm Birth And Effect On Infant Socio-Emotional Stress Response And Mother–Infant Cortisol Co-Regulation: Secondary Outcomes From The Randomised Clinical Immediate Parent-Infant Skin-To-Skin Study (Ipistoss), Karoline Lode-Kolz, Siri Lillieskold, Hanne Brit Hetland, Eleonora Mascheroni, Stina Klemming, Hanne Pike, Agnes Linner, Nils J. Bergman, Bjorn Westrup, Ulrika Ådén, Evalotte Morelius, Rosario Montirosso, Wibke Jonas, Siren Rettedal

Research outputs 2022 to 2026

Objective To explore the effects of immediate parent–infant skin-to-skin contact (iSSC) at very preterm birth on maternal–infant behavioural responses and hypothalamic–pituitary–adrenal (HPA) axis reactivity to age-appropriate socio-emotional stress at 4months corrected age. Design Two secondary outcomes from a multicentre randomised controlled trial with two non-blinded parallel groups. Setting Three Scandinavian neonatal intensive care units, level 2 and level 3. Participants 91 infants born at gestational age 28+0to 32+6 from April 2018 to June 2021. Singletons and twins with a second caregiver present were included, regardless of mode of birth. Higher-order births, infants with congenital infections and major malformations were excluded. …


Editorial: Unveiling The Next Generation Of Cancer Immunity & Immunotherapy, Mohanraj Sadasivam, Nethaji Muniraj, Chellappagounder Thangavel Feb 2026

Editorial: Unveiling The Next Generation Of Cancer Immunity & Immunotherapy, Mohanraj Sadasivam, Nethaji Muniraj, Chellappagounder Thangavel

Center for Translational Medicine Faculty Papers

[This corrects the article DOI: 10.3389/fimmu.2025.1769324.].


Interrelationship Between Body Mass Index, Venous Sinus Pressures, Craniospinal Elastance, And Intracranial Pressure In Idiopathic Intracranial Hypertension, Rachel Wang, Scott W. Keith Phd, Pascal Jabbour Md, Stavropoula Tjoumakaris Md, Michael J. Marmura Md, M. R. Gooch Md, Hsiangkuo Yuan Phd Feb 2026

Interrelationship Between Body Mass Index, Venous Sinus Pressures, Craniospinal Elastance, And Intracranial Pressure In Idiopathic Intracranial Hypertension, Rachel Wang, Scott W. Keith Phd, Pascal Jabbour Md, Stavropoula Tjoumakaris Md, Michael J. Marmura Md, M. R. Gooch Md, Hsiangkuo Yuan Phd

Phase 1

Introduction/Purpose: Body mass index (BMI), venous sinus pressure (VSP), and craniospinal elastance each correlate with lumbar puncture opening pressure (LP OP) in idiopathic intracranial hypertension (IIH), but their mechanistic interactions remain unclear. This study examined how these factors jointly influence OP, hypothesizing that BMI has a stronger positive association with intracranial pressure (ICP) when elastance is elevated.

Methods: A single-center retrospective review was conducted to identify patients who underwent venous manometry (8/2021–11/2025) followed by LP within 7 days. VSPs were recorded at the torcula (TP) and sigmoid/jugular (SIJ) sinuses. Elastance was calculated as (OP – closing pressure)/volume of CSF removed. …


Cardiovascular Outcomes In Smoking And Nonsmoking Psoriasis Patients On Low- And Moderate-Intensity Statin Therapy, Eliana Khojasteh, Mahaa Ayub, Julianne Bartz, Matthew Keller, Md Feb 2026

Cardiovascular Outcomes In Smoking And Nonsmoking Psoriasis Patients On Low- And Moderate-Intensity Statin Therapy, Eliana Khojasteh, Mahaa Ayub, Julianne Bartz, Matthew Keller, Md

Phase 1

Introduction: Psoriasis is associated with increased cardiovascular risk, and smoking amplifies this burden by worsening cardiovascular outcomes and psoriasis severity. Statins are the cornerstone of cardiovascular risk reduction; however, their lipid-lowering effectiveness in psoriasis patients across smoking statuses remains incompletely understood. This study evaluated whether smoking status influences LDL-C before and after statin initiation in adults with psoriasis.

Methods: We conducted a retrospective chart review of adults with psoriasis treated at Thomas Jefferson University Hospital between 2014 and 2024 who were prescribed low- or moderate-intensity statins. Data collected included smoking status (current vs. former/never) and LDL-C values before and at …


Effect Of Adherent Cpap Use On Dyslipidemia, Evelyn Miller, Cindy Cheng, Md, Phd Feb 2026

Effect Of Adherent Cpap Use On Dyslipidemia, Evelyn Miller, Cindy Cheng, Md, Phd

Phase 1

Introduction/Purpose: Obstructive sleep apnea (OSA) is characterized by upper airway closure during sleep, resulting in surges of sympathetic activity, elevated blood pressure and arterial oxygen desaturation. Over time, this can lead to systemic hypertension, congestive cardiac failure, and acute coronary syndrome. The current gold standard treatment is CPAP (continuous positive pressure airway),  which reduces blood pressure and heart rate while improving oxygen saturation. However, the effect of CPAP treatment on dyslipidemia is less understood.  Accordingly, this study aims to determine the effect of adherent CPAP use on dyslipidemia in our sleep medicine practice in Philadelphia.

Methods: The retrospective …


Utility Of Neurosurgery-Specific Rag-Llm In Accurate Patient Outcome Prediction, Alexander Hone, Basel Musmar, Joanna Roy, Pascal Jabbour Feb 2026

Utility Of Neurosurgery-Specific Rag-Llm In Accurate Patient Outcome Prediction, Alexander Hone, Basel Musmar, Joanna Roy, Pascal Jabbour

Phase 1

Large Language Models (LLMs) have been previously utilized in the medical field to successfully generate information. However, LLMs may hallucinate, which generates a response based on false or misleading information. This can negatively impact healthcare outcomes, thus, there is an increasing need to develop a model free of hallucinations.

A multi-target voting ensemble (Random Forest with HistGradientBoosting) algorithm was utilized in the analysis of 454 training data and 114 test data. Raw accuracy and macro-F1 statistics determined that the model is capable of identifying clinically meaningful data for majority classes, while minority-class detection was insignificant. This demonstrates moderate predictive value …


Noninvasive Patient-Level Detection Of Nafld Using Mri Radiomics And Machine Learning, Vladimir Kirichenko, Rajanikanth Vadigepalli Feb 2026

Noninvasive Patient-Level Detection Of Nafld Using Mri Radiomics And Machine Learning, Vladimir Kirichenko, Rajanikanth Vadigepalli

Phase 1

Introduction— Current noninvasive assessment of nonalcoholic fatty liver disease (NAFLD) relies primarily on MRI-based fat quantification, such as proton density fat fraction (PDFF). This study explored the use of an MRI radiomics–based machine learning approach for accurate patient-level classification of NAFLD.

Methods— Liver MRI images from patients with suspected NAFLfD were retrospectively analyzed. Radiomics features were extracted using PyRadiomics from full-liver masks across 4–6 axial slices per patient. Slice-level features were aggregated to the patient level using summary statistics (mean, median, and standard deviation). To reduce redundancy and multicollinearity, features were pruned using Pearson correlation analysis with a threshold of …


Sodium-Glucose Cotransporter 2 Inhibitors And Vulvovaginal Candidiasis, Gabriela Skovronsky, Natalie Suozzi, Paul Nyirjesy Feb 2026

Sodium-Glucose Cotransporter 2 Inhibitors And Vulvovaginal Candidiasis, Gabriela Skovronsky, Natalie Suozzi, Paul Nyirjesy

Phase 1

Introduction: Sodium-glucose cotransporter-2 inhibitors (SGLT2is) are widely used for type 2 diabetes management, but are associated with increased risk of genital infections. Despite their use, there is limited evidence to quantify this risk. We conducted a systematic review to determine the incidence of vulvovaginal candidiasis (VVC) in patients taking SGLT2is compared to other diabetes treatments. We hypothesized that SGLT2i use would be associated with an increased incidence of VVC compared to other treatments.

Methods: Using PRISMA guidelines, we searched five databases using MESH terms for studies examining VVC in females with type 2 diabetes mellitus treated with SGLT2is versus …


Patient Experiences With Provision Of Telehealth Addiction Treatment Services, Kaleigh Spollen, Shane Nieves, Mph, Gregory Jaffe, Md, Msed, Vanessa Short, Phd, Mph Feb 2026

Patient Experiences With Provision Of Telehealth Addiction Treatment Services, Kaleigh Spollen, Shane Nieves, Mph, Gregory Jaffe, Md, Msed, Vanessa Short, Phd, Mph

Phase 1

Introduction: Substance use disorder (SUD) is a nationwide public health crisis, and deaths from opioids have risen significantly since 1999. In recent years, telehealth has emerged as a novel modality for SUD treatment. This study aims to evaluate patient experiences with a telehealth program for SUD, identifying barriers and facilitators to participation in the program, as well as opportunities for program improvement.

Methods: This qualitative study comprises an online survey and semi-structured interview. Individuals 18 years of age or older who have attended at least one session of Jefferson’s telemedicine program for SUD treatment were enrolled in the …


Training Protocol Efficacy On Empowerment And Sustainability In Staff Serving Marginalized Youth In Peru, Hannah Park, Abigail Sugarman, Stephen Didonato, Phd, Lpc, Ncc Feb 2026

Training Protocol Efficacy On Empowerment And Sustainability In Staff Serving Marginalized Youth In Peru, Hannah Park, Abigail Sugarman, Stephen Didonato, Phd, Lpc, Ncc

Phase 1

Introduction: In Peru, there is limited longitudinal research evaluating trauma-informed care (TIC) training for residential child-care staff, despite evidence that it reduces distress, improves confidence and expertise. This project addresses this gap, studying the impact of a trauma-informed training protocol on staff perceptions of the residential care environment and on staff self-awareness. We hypothesize that an effective protocol would yield improvements in both domains.

Methods: As Phase 3 of a study under Dr. Stephen DiDonato (Jefferson College of Nursing) and Dr. Wayne Centrone (Health Bridges International, HBI), this phase evaluates supplemental training under an established protocol while introducing a self-sustainability …


Healthcare Capital: Leveraging Social Connections To Navigate The Healthcare System, Ona Ichoku, Nicholas Wahba, Rosemary Frasso, Phd, Sm, Cph Feb 2026

Healthcare Capital: Leveraging Social Connections To Navigate The Healthcare System, Ona Ichoku, Nicholas Wahba, Rosemary Frasso, Phd, Sm, Cph

Phase 1

Introduction: Navigating the healthcare system can be overwhelming for patients, who face rising costs, long wait times, and complex health information. Many patients leverage personal connections to decode healthcare information, yet little is understood about that process. The objective of this study is to investigate how do patients leverage social connections, “Healthcare Capital,” to navigate their healthcare?

Methods: In this study, qualitative semi-structured interviews were conducted with a sample of adults who sought healthcare within the last 12 months. Participants were selected through convenience and snowball sampling. 30-minute interviews were recorded on Zoom, transcribed, and de-identified. A directed content analysis …


Cardiovascular Outcomes Of Youth Female Athletes: Stratifications Of Risk Using Subdivisions In Sports, Jillian D'Souza, Nikta Nair, David Shipon, Md Feb 2026

Cardiovascular Outcomes Of Youth Female Athletes: Stratifications Of Risk Using Subdivisions In Sports, Jillian D'Souza, Nikta Nair, David Shipon, Md

Phase 1

Introduction: Sudden cardiac death (SCD) in youth athletes is a rare, but devastating event that may proactively be prevented through identification of pathologic structural, functional and electrical cardiac remodeling changes. Pathological changes in female athletes along with the associated risk and protective factors related to SCD are understudied. This study aims to identify pathological cardiac changes in female athletes and inquire whether strength-based versus endurance-based sports carry different levels of risk.

Methods: The HeartBytes database was compiled from cardiac screenings of youth athletes in Southeastern Pennsylvania conducted from 2014 to 2021. Screenings collected information from health questionnaires, physical …


Sodium-Glucose Cotransporter 2 Inhibitors And Vulvovaginal Candidiasis, Natalie Suozzi, Gabriela Skovronsky, Paul Nyirjesy Feb 2026

Sodium-Glucose Cotransporter 2 Inhibitors And Vulvovaginal Candidiasis, Natalie Suozzi, Gabriela Skovronsky, Paul Nyirjesy

Phase 1

Introduction: Sodium-glucose transporter 2 inhibitors (SGLT2is) are associated with an increased risk of vulvovaginal candidiasis (VVC), negatively impacting quality of life. Most studies evaluate risk with individual SGLT2is or the class as a whole, rather than comparing risk between different SGLT2is. The objective of this study was to compare the risk of VVC across individual SGLT2is.

Methods: We conducted a systematic review to find studies examining VVC rates in women taking SGLT2is. Of 74 studies identified, four met inclusion criteria for a meta-analysis, with several others used for background. For canagliflozin, ertugliflozin, and empagliflozin, we calculated risk ratios and …


Leveraging Social Media To Disseminate Evidence-Based Messaging About Substance Use To Reduce Stigma And Promote Harm Reduction In Adolescents And Young Adults, Jacob Mihalic, Gregory Jaffe, Md, Msed Feb 2026

Leveraging Social Media To Disseminate Evidence-Based Messaging About Substance Use To Reduce Stigma And Promote Harm Reduction In Adolescents And Young Adults, Jacob Mihalic, Gregory Jaffe, Md, Msed

Phase 1

Introduction

Substance use disorder (SUD) remains a major contributor to morbidity and mortality in Philadelphia, with adolescents and young adults (AYAs) particularly vulnerable due to peer influence and digital exposure. However, harm reduction messaging rarely targets AYAs directly. This project will explore how AYAs engage with social media, how these platforms shape their perceptions of SUD, and how digital messaging can be leveraged to reduce stigma and support prevention.

Methods

This qualitative project will conduct three focus groups with Philadelphia AYAs aged 13-18, recruited through local Boys and Girls Clubs. Discussions will explore how AYAs engage with SUD-related content online, …