Analytical, Diagnostic and Therapeutic Techniques and Equipment Commons^™

Brain Computer Interfaces: Enhancing Low-Cost Eeg Performance Through Deep, Anwar Rassoul

Shelby Hall Graduate Research Forum Posters

The field of Brain Computer Interfacing (BCI) has traditionally been confined to clinical and research environments due to the high cost and complexity of medical-grade EEG systems. However, the emergence of low-cost hardware exemplified has catalyzed a shift toward accessible, portable BCI applications. While these devices lower the barrier to entry for developers and researchers, they often suffer from a lower signal-to-noise ratio (SNR). This increased noise makes it difficult to extract the clean neural signatures required for high-accuracy control, particularly when operating in non-shielded, real-world environments.

This research focuses on Steady-State Visually Evoked Potentials (SSVEP), a robust BCI paradigm …

Automated Abdominal Aortic Calcification Scores And Atherosclerotic Cardiovascular Disease In The Uk Biobank Imaging Study, Marc Sim, James Webster, Cassandra Smith, Afsah Saleem, Syed Zulqarnain Gilani, Carlos J. Toro-Huamanchumo, David Suter, Gemma Figtree, Anne Karine Lagendijk, Emma L. Duncan, Carl Schultz, Pawel Szulc, Joseph Hung, Wai H. Lim, Parminder Raina, Nicola P. Bondonno, Richard Woodman, Jonathan M. Hodgson, Douglas P. Kiel, Richard L. Prince, William D. Leslie, John P. Kemp, Nicholas C. Harvey, John T. Schousboe, Joshua R. Lewis

Research outputs 2022 to 2026

Background: Abdominal aortic calcification (AAC) is a subclinical measure of atherosclerotic cardiovascular disease (ASCVD). AAC can be captured on lateral spine images obtained from bone density machines during routine osteoporosis screening. Identifying individuals with AAC provides a new opportunity to prevent disease progression. Objectives: The aim of the study was to externally validate a machine learning-derived AAC 24-point algorithm (ML-AAC24) with incident ASCVD. Methods: Middle-aged individuals from the UK Biobank Imaging Study with lateral spine images, obtained via dual-energy x-ray absorptiometry, were included. ML-AAC24 scores were grouped as low (<2), moderate (2 to <6), and high (≥6). Linked health records were used to identify ASCVD-associated events, including hospitalizations and death. Results: Among 53,611 participants (52% female; mean age 65 years), 78.2% had low, 16.4% had moderate, and 5.4% had high ML-AAC24. After excluding people with prevalent ASCVD or missing data, 1,163 (2.3%) of 50,923 people had an incident ASCVD event over a median follow-up of 4.1 [3.0-5.5] years. In age- and sex-adjusted analysis, compared to those with low ML-AAC24, those with moderate (HR: 1.80 [95% CI: 1.57-2.08]) and high ML-AAC24 (HR: 2.87 [95% CI: 2.39-3.44]) had a higher HR for incident ASCVD. Results remained comparable after adjustment for established ASCVD risk factors. Consistent patterns were observed when considering incident coronary artery disease, myocardial infarction, and stroke. Conclusions: Assessing ML-AAC24 on lateral spine images offers a new and promising screening method to identify people with higher risk of incident ASVD events.

Mass Cytometry Workflow To Achieve High-Dimensional Immunophenotyping In Resource-Limited Or Decentralized Environments, Natalie Smith, Michael Cohen, Lauren Tracey, Julie Alipaz, Christina Loh, David King, Neha Pulyani, Rebecca Auzins, Elin Gray, Sandra Taylor, Rajat Rai, Steven Kao, Barbara Fazekas De St Groth, Helen Mcguire

Research outputs 2022 to 2026

Globally, regional and remote communities are burdened by both an increased prevalence and worse prognosis of many infectious and chronic diseases. However, largely owing to logistical challenges, these communities are under-represented in clinical trials and research studies. As individuals from rural communities experience unique environmental exposures and risk factors for disease, immune phenotyping data collected from metropolitan populations may not be broadly generalizable. To address this, we present a workflow that enables the inclusion of resource-limited sites in high-parameter mass cytometry studies. In this approach, whole blood (WB) or peripheral blood mononuclear cells (PBMCs) are collected, stained fresh for surface …

Exploring The Optimal Age For Total Knee Arthroplasty To Minimize Risk Of Adverse Outcomes: Machine Learning Analysis Of A Statewide Cohort, Chloe Heiting, Yiyuan Wu, Susan M. Goodman, Peter Sculco, Fei Wang, Said A. Ibrahim, Peter Cram, Rich Caruana, Bella Mehta

Department of Medicine Faculty Papers

BACKGROUND: Rates of total knee arthroplasty (TKA) in the United States have risen in patients of a wide age range. Although rates of postoperative TKA complications have decreased, they remain a significant concern. In this study, we aim to determine how the risk of adverse TKA outcomes changes dynamically with age and explore the optimal ages with the lowest risk for adverse outcomes.

METHODS: This retrospective cohort study included patients who underwent elective primary TKA from 2012 to 2018 in the Pennsylvania Health Care Cost Containment Council Database. We trained (70% train:30% test) an explainable boosting machine (EBM), a modern …

In Vitro Studies Of The Effects Of Antithrombotic Zn-Dipicolylamine-Harboring Liposomes (Dpals) On Serum Albumin And Human Umbilical Vein Endothelial Cells, Michelle Tanujaya, Gianna Cai, Jia Patel, Zana Moldavsky, Yumna Ejaz, Malia Mahazabin Ahmed, Sangsang Duong, Lawrence E. Goldfinger, Koon Y. Pak, Brian D. Gray, Parkson Lee-Gau Chong

Cardeza Foundation for Hematologic Research

Thrombosis remains a leading cause of cardiovascular morbidity and mortality. During thrombosis, activated platelets and endothelial cells expose phosphatidylserine (PS) on their outer membranes, creating a surface that accelerates clot formation. Current antithrombotic therapies, such as heparin and warfarin, carry significant bleeding risks, highlighting the need for safer alternatives. In response, we developed a PS-targeting liposomal formulation composed of Zn-dipicolylamine (DPA)-cyanine-3[22,22] and 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine (molar ratio 3:97). This DPA-harboring liposome (DPAL) binds selectively to PS-rich surfaces such as activated platelets and has demonstrated efficacy in reducing thrombosis in mouse models, with minimal bleeding. In the present study, we examined the interaction …

Safety And Feasibility Of Same-Admission Transcarotid Arterial Revascularization Prior To Heart Surgery For Patients Presenting With Concurrent, Severe Carotid Artery Stenosis, And Surgical Cardiac Disease, Brittany Landavazo, Matthew D. Kenny, Chandler Vernon, Nicolas Zea, David Nation, Bradley Boone, Jeff Apple, Kofi Quaye, Shir Yelovitch, Ryan S. Turley

HCA Healthcare Journal of Medicine

Introduction

Carotid artery stenosis and coronary artery disease are often co-morbid, with a prevalence of concurrent carotid and coronary artery stenosis approaching 50%. The optimal treatment for these patients has long been debated, with open carotid revascularization generally reserved for those with severe symptomatic carotid disease that precludes cardiac surgery. In this scenario, the role of less-invasive carotid artery stenting, particularly transcarotid arterial revascularization (TCAR), remains controversial and is not yet well studied. This study aims to present our outcomes and methodology for treating severe carotid stenosis with TCAR prior to cardiac surgery.

Methods

A retrospective chart review of the …

Elixhauser Comorbidity Index To Predict Perioperative Bleeding And Adverse Spine Surgery Outcomes, Mitchell K. Ng, Michael A. Mont, Mosadoluwa Afolabi, Prathiksha N V, Amitha Kumar, Stephen S. Johnston

Rothman Institute Papers

Introduction: As spine surgery volume continues to grow, ensuring patient safety and minimizing complications are increasingly critical. Disruptive bleeding—defined as hemorrhagic events requiring clinical intervention—is a significant perioperative challenge. This study aimed to: (1) quantify disruptive bleeding incidence; (2) evaluate associations between patient demographics, Elixhauser Comorbidity Index (ECI), and bleeding risk; and (3) assess the impact of disruptive bleeding on mortality, ventilator use, length of inpatient stay, 90-day readmissions, and inpatient costs. Methods: A nationwide healthcare database was used to identify patients who underwent spine surgery in 2019. Patients were subdivided by the Elixhauser Comorbidity Index (ECI) from 0 to …

Comparison Of Ventilation Support During Laser Treatment Of Retinopathy Of Prematurity, Jason Peng, Raghav Taneja, Barry N. Wasserman, Krystal Hunter, Vineet Bhandari, Alla Kushnir

Wills Eye Hospital Papers

Highlights: What are the main findings? Preterm infants undergoing ROP laser surgery with routine elective intubation had significantly longer durations of post-operative mechanical ventilation. Routine intubation during this procedure did not improve short-term clinical outcomes, such as overall hospital length of stay or timing of laser intervention in the infant’s life. What are the implications of the main findings? Routine intubation strategies may unnecessarily increase exposure to mechanical ventilation without improving clinical outcomes. Standardization of perioperative intubation practices across hospitals may be needed to optimize respiratory support in this vulnerable population. Objective: To compare respiratory outcomes between infants undergoing retinopathy …

Selectivity Modulation Of Small Cationic Membrane-Active Cyclic Peptides With Broad-Spectrum Activity Against Bacteria And Fungi, Sandeep Lohan, Rakesh Kumar Tiwari, Innokentiy Maslennikov, Kaustav Das Gupta, Shakti Singh, Keykavous Parang

Pharmacy Faculty Articles and Research

To investigate how ring size and backbone flexibility influence antimicrobial potency and cytotoxicity, we synthesized a series of macrocyclic peptides of lead peptide p1 (c[Arg-Arg-arg-arg-dip-Trp-dip]) by incorporating Gly, 2-aminoethoxyacetic acid (EAA), or 2,4-diaminobutyric acid (Dab). Two optimized peptides, 6b and 10b, retained broad-spectrum activity against drug-resistant Gram-positive (MIC, 1.5–6.2 μg/mL) and Gram-negative bacteria (MIC, 4–25 μg/mL), as well as pathogenic fungi, while exhibiting enhanced selectivity for microbial cells. Their therapeutic indices (TI ∼407 and ∼394, respectively) were ∼2-fold higher than p1, indicating improved safety. Both peptides remained effective against Gram-negative pathogens beyond the reach of daptomycin, were rapidly bactericidal, and …

Attentional Blindness Of The Clinical Gaze, Lily Anderson-Chavarria

Clinical Research in Practice: The Journal of Team Hippocrates

This article presents the case of Mr. C, a patient who received over 65 imaging tests without any pathology ever being found. The case is well-explained by a social science concept known as the clinical gaze, a socio-cognitive process of assigning pathological explanations to diseased bodies. This article provides some historical context for the concept and applies it to the case of Mr. C. When viewed through a social science lens, the excess imaging underwent by Mr. C transforms from something seemingly irrational to an almost inevitable outcome of the modern medical diagnostic process.

Microbiome-Responsive Hydrogels: From Biological Cues To Smart Biomaterials, Rajesh Vadlapatla, Amir Nasrolahi Shirazi, Ajoy Koomer, Judy Weng, Matthew Ernest Ghilarducci, Alai Qudus, Keykavous Parang

Pharmacy Faculty Articles and Research

Background: Stimuli-responsive hydrogels (SRHs) are smart polymeric materials that undergo reversible physicochemical changes in response to abiotic cues and externally applied fields, enabling applications in drug delivery, wound healing, and tissue engineering. However, they exhibit limited biological specificity and do not adequately reflect the dynamic, disease-relevant complexity of native tissue microenvironments. Microbe-colonized tissues display distinctive biochemical features driven, shaped by microbial metabolism, including localized pH gradients, short-chain fatty acid production, secretion of quorum-sensing molecules, biofilm formation, and expression of specialized enzymes. These endogenous, spatiotemporally regulated signals are closely linked to host physiology and pathology but remain underutilized in hydrogel …

Evidentiary Standards For Newly Approved Antibiotics For Uncomplicated Urinary Tract Infections, Rosa Rodriguez-Monguio, Enrique Seoane-Vazquez, John H. Powers Iii

Pharmacy Faculty Articles and Research

Importance: Uncomplicated urinary tract infections (uUTIs) are among the most common bacterial infections and are typically treated with existing oral antibiotics. In 2024–2025, the FDA approved two new oral agents, sulopenem etzadroxil/probenecid and gepotidacin, via expedited review pathways, for the treatment of uUTIs. Objective: To assess the clinical significance and regulatory evidence supporting FDA approval of sulopenem/probenecid and gepotidacin for uUTI, and to analyze the adherence of pivotal phase III trials to regulatory standards for approval and FDA guidelines. Design, Setting, and Participants: Comparative descriptive analysis of publicly available data from phase 3 randomized, double-blind, active-controlled clinical …

Outcomes Of Radiation Integrated With T-Cell-Engaging Bispecific Antibodies In Relapsed/Refractory Multiple Myeloma, Heta Patel, Harper Hubbeling, Kyle Yu, Maribel Carpenter, Michael Lariviere, John Plastaras, Adam Cohen, Shivani Kapur, Dan Vogl, Adam Waxman, Edward Stadtmauer, Alfred Garfall, Sandra Susanibar-Adaniya

Student Papers, Posters & Projects

No abstract provided.

Musculoskeletal Infection Reporting And Data System (Mski-Rads): Reviewed And Explained, Angela He, Flavio Duarte Silva, Mina Guirguis, Erin F. Alaia, William B Morrison, Avneesh Chhabra

Department of Radiology Faculty Papers

A standardized guideline and scoring system are recommended for the imaging evaluation of musculoskeletal infections on MR imaging. The Musculoskeletal Infection Reporting and Data System (MSKI-RADS) is a recently developed and validated classification system using MR imaging that can be used to classify the severity and extent of musculoskeletal infections, improve radiology-pathology concordance, and outline the corresponding management recommendations. This review article explains MSKI-RADS and discusses the different elements of this system in detail with a review of pertinent literature so that the readers can apply it in their practices. The work outlines the technical considerations for optimal MR imaging …

Plasma Ca125 Levels As A Predictor Of Major Adverse Cardiac Events In Patients With Acute Coronary Syndrome: A Six-Month Follow-Up Study, Nazlı Dilek Çolak, Turgut Karabağ, Onuralp Çalışkan, Songül Tezcan

Journal of the Saudi Heart Association

Objectives: Carbohydrate antigen 125 (CA125) is associated with different cardiovascular conditions. This study aimed to determine CA125 levels in patients with acute coronary syndrome (ACS) and the potential relationship between major adverse cardiac events (MACE) in the short-term following.

Methods: This prospective cohort study was conducted in a coronary care unit between May and November 2022. Plasma CA125 levels were measured only once upon hospital admission. Patients were followed for six months. All-cause mortality, recurrent acute coronary syndrome, requirement for revascularization, decompensated heart failure, cardiogenic pulmonary edema, atrial fibrillation, and stroke were recorded as MACE.

Results: A total of 127 …

Relationships Between Clinical Symptom Scales And Eeg Biomarkers In Oud Patients, Jess Delange, Benjamin M. Latey, John Glinski, Braden Ashcraft, Jasmine Pannu, Cassidy Beatty, Lauren Knudson, Benjamin Chafetz, Bryan Fugal, Patrick Tanner Brain, N P. Griffin, Christopher Gowans, Amanda Brandaris, Amanda Page, Blake D. Harris, Sophia Delgado, Lorissa Thorpe, Kyle Bills, Andrew Payne

Annual Research Symposium

This poster examines the relationship between clinical symptom scales and electroencephalographic (EEG) biomarkers in patients with Opioid Use Disorder (OUD). Participants from inpatient substance use treatment facilities completed validated mental health and withdrawal assessments, including the COWS, PHQ-9, HAM-A, and ASRS followed by cognitive testing while undergoing 19-lead EEG recording.

Preliminary findings indicate that synthetic opioid use is associated with prolonged P300 response latency across brain regions, suggesting measurable neurophysiologic differences tied to substance type and addiction severity. The study explores how EEG metrics may complement subjective symptom reporting to provide more objective markers of addiction status, co-morbid psychiatric burden, …

The A1 Segment Of The Anterior Cerebral Artery: A Systematic Review Of Cadaveric Morphometry Studies, Marlena Muszynska, Emily Awdish, Afua Osei-Wusu, Parker Ballard

Annual Research Symposium

No abstract provided.

The P1 Segment Of The Posterior Cerebral Artery: A Systematic Review Of Cadaveric Morphometry Studies, Marlena Muszynska, Afua Osei-Wusu, Emily Awdish, Parker Ballard

Annual Research Symposium

No abstract provided.

Review Of Methodological Practices In Cadaveric Cerebral Arterial Morphometry: Variability In Contemporary Protocols (2015-2025), Marlena Muszynska, Emily Awdish, Afua Osei-Wusu, Parker Ballard

Annual Research Symposium

No abstract provided.

Evaluating The American Society Of Hematology Quality Measure On Timeliness Of Analgesics For Sickle Cell Disease Pain Crisis, Ibrahim Gwarzo, Harish Chandra Dega, Paula Tanabe, Robin Miller, David C. Brousseau

Department of Medicine Faculty Papers

The American Society of Hematology (ASH) proposed the median time to first emergency department (ED) administration of pain medication for patients with sickle cell disease (SCD) vaso-occlusive pain episodes (VOE) as a site-level quality measure. Generalizable studies assessing current guideline adherence recommending pain medications within 60 minutes are lacking. We leveraged multisite electronic health record data from Epic's Cosmos research platform to analyze ED encounters for SCD VOE from 1 January 2019 to 31 December 2024, with administration of at least 1 pain medication. We calculated the quality measure (median time to first pain medication) and ranked sites based on …