Analytical, Diagnostic and Therapeutic Techniques and Equipment Commons^™

Beyond Screening In Amyotrophic Lateral Sclerosis: A Domain-Standardized, Measure-Flexible Framework For Comprehensive Neuropsychological Assessment, Etiane Navarro

Archives of Assessment Psychology

Amyotrophic lateral sclerosis (ALS) is a multisystem neurodegenerative disorder in which cognitive, behavioral, language, and social-cognitive changes may occur across clinical phenotypes, including the ALS-frontotemporal spectrum. Neuropsychological assessment is important for characterizing nonmotor manifestations and identifying changes relevant to autonomy, everyday functioning, and clinical management. This systematic review examined literature identified through APA PsycINFO, PubMed, Google Scholar, and supplementary searching to characterize neuropsychological domains, measures, phenotype-related findings, and disease-specific limitations relevant to comprehensive assessment. Two hundred records underwent title and abstract screening, 150 reports were reviewed in full text, and 61 resources were retained for synthesis. ALS-specific screening instruments, including …

Beyond Screening In Amyotrophic Lateral Sclerosis: A Domain-Standardized, Measure-Flexible Framework For Comprehensive Neuropsychological Assessment, Etiane Navarro

Archives of Assessment Psychology

Amyotrophic lateral sclerosis (ALS) is a multisystem neurodegenerative disorder in which cognitive, behavioral, language, and social-cognitive changes may occur across clinical phenotypes, including the ALS-frontotemporal spectrum. Neuropsychological assessment is important for characterizing nonmotor manifestations and identifying changes relevant to autonomy, everyday functioning, and clinical management. This systematic review examined literature identified through APA PsycINFO, PubMed, Google Scholar, and supplementary searching to characterize neuropsychological domains, measures, phenotype-related findings, and disease-specific limitations relevant to comprehensive assessment. Two hundred records underwent title and abstract screening, 150 reports were reviewed in full text, and 61 resources were retained for synthesis. ALS-specific screening instruments, including …

Correlation Of Esophageal Dysfunction On High-Resolution Manometry And Chest Ct In Scleroderma, Thao G. Huynh, Zsuzsanna H Mcmahan

Summer Research Program Abstracts

No abstract provided.

Biosensor Development In East Africa: A Systematic Review Of Technologies, Applications, Challenges, And Future Directions, Ally Mahadhy

Tanzania Journal of Science

Biosensors integrate biological recognition elements with signal transduction systems to generate quantitative or semi-quantitative analytical information and have applications across healthcare, food safety, agriculture, environmental monitoring, and wildlife health. Despite substantial global advances, biosensor development in East Africa remains poorly characterized. This systematic review, conducted according to PRISMA 2020 guidelines, evaluated published evidence from 1995 to 2025 within a predefined East African Community geographical scope. Eligibility was based on IUPAC-aligned operational criteria requiring an integrated biological recognition element, transduction mechanism, and quantitative or semi-quantitative signal output. Three locally developed biosensors met the criteria: an electrochemical nano-biosensor for schistosomiasis diagnosis in …

Development Of An Indirect Elisa Kit For Measurement Of Circulating Thyroid Peroxidase Levels In Patients With Hypothyroidism, Aulanni’Am Aulanni’Am, Devi Ramadani, Almas Dwi Khairana, Saidun Fiddaroini, Muhammad Fikri Nur, Andreas Budi Wijaya, Rulli Rosandi, Dyah Kinasih Wuragil, Wibi Riawan

Makara Journal of Science

Hypothyroidism, characterized by insufficient thyroid hormone production, affects approximately 5% of the population, especially women, thus increasing pregnancy-related risks. Conventional screening mainly measures thyroid-stimulating hormone (TSH) and free thyroxine (FT4). Detecting the presence of anti-thyroid peroxidase (anti-TPO) antibodies indi-cates autoimmune thyroid disease. This study developed an indirect enzyme-linked immunosorbent assay (ELISA) kit for detecting circulating TPO using polyclonal antibodies generated in rabbits. TPO was isolated from positive sera of pa-tients with hypothyroidism, purified by electroelution, and confirmed as a 52-kDa protein by Western blot. Rabbits immunized with this protein produced polyclonal antibodies with the highest titer (OD = 0.334) at …

Nuclear Neuroimaging Approaches To Traumatic Brain Injury: Current Insights And Future Directions, Shivani Daksh, Anupriya Adhikari, Nikhil Kumar, Garima Mann, Anupama Datta

Makara Journal of Science

The aftermath of a traumatic brain injury is characterized by a state of disruption, progressing into secondary injury and culminating in a complex network of interconnected pathophysiological disturbances.  The potential risk of developing neurological disorders after TBI highlights the pressing need to enhance our understanding and develop therapeutic in-terventions to alleviate its devastating consequences. Traumatic brain injury can lead to a range of problems, including pain, swelling, axonal degeneration, and chronic amnestic and non-amnestic cognitive impairments. The first and essential step in the management of TBI is to identify and characterize the clinical symptoms. This systematic review outlines the established …

From Advisory To Action: The Case For Preserving Paccarb In The Fight Against Antimicrobial Resistance, Leila S. Hojat, Muhammad Dhanani, Amy Y. Kang, Salome O. Chitavi, Robert A. Weinstein, Edward Stenehjem

Pharmacy Faculty Articles and Research

The Presidential Advisory Council on Combating Antibiotic-Resistant Bacteria (PACCARB) was established to advise the government on strategies to mitigate antimicrobial resistance (AMR) and its increasing threat to public health and national security. Its members included experts from diverse disciplines such as healthcare, veterinary medicine, industry, public health, and agriculture who were positioned to interface with key stakeholders and the public in an aspirational multidisciplinary approach to combating AMR. The council was successful in elevating AMR as a national priority and played a crucial role in watershed events for antimicrobial stewardship (AS) such as the development of the second National Action …

Evaluating Electronic Health Record Intervention Efficacy In Enhancing Inpatient Initiation Of Guideline-Directed Medical Therapy, Sheraz Qamar, Trisha Sindhu, Charlotte Pirquet, Benjamin Richter, Charlotte Sacksteder, Tatianna Branch, Jeffrey Riggio, Cara Martino, Patricia C. Henwood, Alan Kubey

Department of Medicine Faculty Papers

BACKGROUND: Heart failure (HF) is a leading cause of hospitalization, morbidity, and mortality. Despite evidence supporting guideline-directed medical therapy (GDMT), prescribing remains suboptimal, particularly at hospital discharge.

PROJECT RATIONALE: Hospitalization provides an opportunity to initiate or optimize GDMT, but workflow barriers and practice variation limit implementation. To address this gap, our system implemented a system-wide HF quality improvement initiative featuring evidence-based order sets and an electronic health record smart phrase ("HFNOTE") to centralize and standardize documentation and encourage GDMT use.

PROJECT SUMMARY: We analyzed 2,859 HF hospitalizations across 10 hospitals between December 1, 2024 and June 30, 2025. Use of …

Feasibility And Acceptability Of Perioperative Application Of Biofeedback-Based Virtual Reality Vs Control For Pain And Anxiety In Children And Adolescents Undergoing Surgery: Pilot Randomized Controlled Trial, Anna Lin, Brenna Rachwal, Lindsey Asti, Zandantsetseg Orgil, Isabela Santiago, Lili Ding, Susmita Kashikar-Zuck, Christopher King, Sara Williams, William Black, Peter Minneci, Vanessa Olbrecht

Department of Anesthesiology Faculty Papers

BACKGROUND: The impact of biofeedback-based virtual reality (VR-BF) on pain and anxiety in pediatric surgical patients remains unexplored.

OBJECTIVE: The objective of this study was to evaluate the feasibility and acceptability of perioperative VR-BF use in children and adolescents.

METHODS: We performed a single-blind, 2-arm, randomized pilot trial. Children aged 12 to 18 years undergoing surgery with expected moderate-to-severe postoperative pain and more than 1 overnight admission were randomized (1:1) to the intervention or control group. Participants in the intervention group received VR-BF using ForeVR (functional outcome response to engaging virtual reality [VR]), a novel, gamified digital intervention that integrates …

Successful Treatment Of Recurrent Epithelioid Trophoblastic Tumor (Ett) With Pembrolizumab After Pembrolizumab: A Case Report And Review Of Literature In Treatment Of Ett, Sarah Mokma, Sarah Alnaif, Nicholas Cardillo

Abington Jefferson Health Papers

BACKGROUND: Epithelioid Trophoblastic Tumors (ETT) are rare, which makes an optimal treatment regimen difficult to determine. Since PD-L1 is expressed in placental tissue and in gestational trophoblastic neoplasia (GTN), immunotherapies such as pembrolizumab have been proposed as possible treatments.

CASE PRESENTATION: The case presented is a 50-year-old postmenopausal female who presented with postmenopausal bleeding and a large, fungating cervical mass. Cervical biopsies confirmed ETT. The patient underwent primary debulking surgery with radical abdominal hysterectomy, bilateral salpingo-oophorectomy, and sigmoid colon resection. The patient was diagnosed with a FIGO Stage IV ETT due to tumor extension to sigmoid colon with a high-risk …

Exploring Which Ehr Interventions Improve Heart Failure Hospitalization Outcomes Across 10 Hospitals, Sheraz Qamar, Andres Alvarado, Thomas Buckwalter, Patricia C. Henwood, Dana Jordan, Cara Martino, Jeffrey Riggio, Charlotte Sacksteder, Jared Vanderzell, Alan Kubey

Department of Medicine Faculty Papers

BACKGROUND: Heart failure (HF) remains a major cause of mortality and hospitalization despite advances in guideline-directed medical therapy (GDMT). Electronic health record (EHR)-based clinical decision support tools may improve care delivery, but their impact on outcomes remains ill-defined.

PROJECT RATIONALE: As part of a system-wide HF quality improvement initiative, we evaluated 2 EHR interventions: an evidence-based HF admission order set promoting early diuresis and GDMT optimization, and a templated HF documentation tool (HFNOTE) designed to capture clinical complexity.

PROJECT SUMMARY: We analyzed 4,865 HF hospitalizations across 10 hospitals between December 2024 and June 2025. Overall risk-adjusted mortality index was 0.83 …

Validation Of Next‑Generation Sequencing‑Derived Circulating Mrna Variants As Potential Diagnostic Tools In Hepatocellular Carcinoma And Cholangiocarcinoma, Daniel Zezulinski, Maarouf A. Hoteit, David E. Kaplan, Tingting Zhan, Cataldo Doria, Timothy M. Block, Aejaz Sayeed

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

Liquid biopsy can transform oncology practice through early detection and real‑time monitoring of cancer progression and response to treatment. Circulating cell‑free tumor RNA offers promise as a novel and emerging alternative to circulating cell‑free tumor DNA for detecting the presence and understanding the biology of liver tumors. Both circulating DNA and RNA, which predominantly reside in extracellular vesicles, carry evidence of vital germline and somatic mutations. High impact single nucleotide changes, insertions and deletions in circulating RNA (ctRNA) serve a key role in cancer development and progression. Tumor cells exploit the RNA splicing machinery to induce structural and functional changes …

Analysis Of The Influence Of Anthropometric Dimensions Of Postural Ergonomics Using Multiple Linear Regression, Gashbeen Faisal Najmaddin, Edrees Muhammed Tahir Harki

Al-Bahir

Ergonomics is the study of designing and arranging a workspace or product to optimize the “fit” between people and their work, ensuring safety, comfort, and efficiency. The scientific literature indicates that ergonomic perspectives on the workplace are connected to the anthropometrics of societies. This study primarily aims to create a model that integrates multiple predictive variables to estimate the target variable. Multiple linear regression analysis is used to identify how different anthropometric dimensions predict postural ergonomics during prolonged sitting. Based on the regression models’ results, the predicted can be calculated using user anthropometry and existing chair dimensions. Furthermore, the primary …

The Increasing Degree Of Salivary Diagnostics In Healthcare, Kristi M. Soileau, Joseph Zimmermann, Preston Tran

New Orleans Dental Association News

Saliva is being researched as a potential significant player in disease diagnostics. The financial implications could likely become much more noteworthy, as dentists and physicians recognize. The many benefits of salivary testing over the more traditional methods of blood and urine sampling, while there remains much research to be performed to fully elucidate both the benefits and limitations of salivary diagnostics, this field promises to shine a brighter light on making healthcare testing more affordable, practical, and pleasant overall.

Can Peripheral Angiography Be Safely Performed In Patients With Chronic Renal Insufficiency Without Significant Risk Of Contrast-Associated Renal Injury In Outpatient Settings?, Mubashar Choudry, Artem Shmelev, 0. Pierce Sebastian, Noor-E-Fatima Khan, Aleezay Farhat, Donald Wilkerson

Journal of Community Hospital Internal Medicine Perspectives

Contrast-associated acute kidney injury (CA-AKI) is a known complication following

coronary angiographic procedures using iodinated contrast media (ICM). The risk of CA-AKI is

multifactorial, dependent largely on estimated glomerular filtration rates. The most important

and accepted hospital-based preventive strategy involves both a reduction of iodinated contrast

and multi-hour pre- and post-intervention normal saline hydration. Because of time constraints,

neither ambulatory surgical centers (ASC), nor outpatient-based laboratories (OBL)

can provide similar degrees of pre- and post-intervention hydration. The utilization of

carbon dioxide (CO₂) imaging, intravascular ultrasonography, and limited iso-osmolar

contrast agents may provide an alternative preventive strategy.

Intrawound Vancomycin For Prevention Of Surgical Site Infection: Meta-Analysis Of Randomized Clinical Trials, Shaan Patel, Shiva Nischal, Kush Kale, Angelette Mendonca, Nelson Sofoluke, Srinivas Prasad, James Harrop, Daniel Refai

Department of Neurosurgery Faculty Papers

BACKGROUND: Surgical site infection remains a major cause of postoperative morbidity. Intrawound vancomycin has been proposed as an adjunct to standard prophylaxis, but its effectiveness across surgical settings remains uncertain. This systematic review and meta-analysis of randomized clinical trials aimed to evaluate the association between intraoperative intrawound vancomycin and surgical site infection in adults undergoing surgery.

METHODS: MEDLINE, Embase, and CENTRAL were searched from database inception to March 2026 for randomized clinical trials comparing intrawound vancomycin with standard care in adults undergoing operative procedures. Two reviewers independently performed screening, data extraction, and risk-of-bias assessment using the Cochrane Risk of Bias …

Discovering Repurposable Drugs For Alzheimer's Disease And Related Dementias: Target Trial Emulation Using Decentralised Real-World Data, Qiong Wu, Lu Li, Yuqing Lei, Ting Zhou, Huilin Tang, Bingyu Zhang, Yiwen Lu, Maxwell Salvatore, Dazheng Zhang, Jiayi Tong, Tingyin Wang, Siqi Chen, Haoyang Li, Zhenxing Xu, Yu Huang, Yu Hu, Na Hong, Yujia Zhou, Fongci Lin, Kyra O'Brien, Yong Chen, Ruowang Li, Hua Xu, Fei Wang, Jiang Bian, David Wolk, Yong Chen

College of Population Health Faculty Papers

BACKGROUND: Alzheimer's disease and related dementias (ADRD) affect nearly 6.9 million Americans, with the number expected to triple by 2050, while disease-modifying therapies remain unavailable. Drug repurposing, which identifies new indications for already approved medications, offers a more efficient and cost-effective pathway to accelerate development of effective therapies for ADRD. The aim of this study is to identify potential drug repurposing signals by systematically screening routinely prescribed drugs for associations with progression from mild cognitive impairment (MCI) to ADRD.

METHODS: We conducted a multi-site target trial emulation using electronic health record (EHR) data from four decentralised databases: INSIGHT Clinical Research …

Preoperative Urine Drug Screen To Increase Surgical Efficiency, Joseph Mashinchi

SIU Journal of Medical Science Scholarly Works

Purpose: The purpose of this article is to standardize the use of preoperative urine drug screens for adults scheduled for elective surgery in order to improve surgical efficiency and reduce perioperative and postoperative complications.

Method: A PubMed Search was conducted to review literature published within the past five years. The joint terms “urine drug screen and surgery” were used in the search. A literature review was conducted after reviewing multiple articles and screening for their quality, timeliness, and pertinence to elective surgical procedures and illicit drug use.

Results: Performing a urine drug screen prior to elective surgical procedure identified illicit …

The Promise Of Precision: Evaluating The Efficacy Of Robotic-Assisted Total Knee Arthroplasty, Jodi Wernikoff

SIU Journal of Medical Science Scholarly Works

Purpose: This article aims to review the treatment of patients diagnosed with primary knee osteoarthritis requiring a total knee arthroplasty and examine if the use of robotic- assisted surgery compared to traditional manual surgery results in improved functional outcomes and fewer post-operative complications.

Method: A PubMed literature search was conducted using the search terms total knee arthroplasty, robot surgical procedures, knee osteoarthritis, and quality of life. Nine articles were retrieved and served as the basis for this clinical review.

Results: While RA-TKA holds promise, more comprehensive comparative research is still required to assess the efficacy of RA-TKA in comparison to …

Artificial Intelligence Models For Automated And Semiautomated Analysis And Interpretation Of Clinical Electroencephalography, Sándor Beniczky, Birgit Frauscher, Fábio Nascimento, Shobi Sivathamboo, Catalina Rojas, Michael Sperling, Samden Lhatoo, Philippe Ryvlin, Levin Kuhlmann

Department of Neurology Faculty Papers

Electroencephalography is the most commonly used diagnostic tool for epilepsy. However, interpreting electroencephalograms (EEGs) requires expertise that is not widely available. Advances in digital technology and wearables have enabled large-scale EEG recording, generating vast amounts of data that cannot be managed through traditional visual interpretation by experts. Artificial intelligence (AI) has the potential to augment human expertise and reduce workloads. The application of artificial neural networks in analysing clinical EEG recordings has led to major breakthroughs, bringing AI-based EEG interpretation closer to clinical implementation. In this Review, we summarise the most important research and development results in this field from …

Measuring Quality Of Life In Advanced Chronic Liver Disease With Fact-Hep: Findings From The Pal Liver Trial, Manisha Verma, Binu John, Don Rockey, Sid Barritt, Victor Navarro, Linda Shaw, Andrzej Kosinski, Elliot Tapper, Archita Desai

Einstein Health Papers

BACKGROUND: Patient-reported outcome measures (PROMs) are increasingly incorporated into hepatology research, yet few have been rigorously evaluated, particularly among patients with decompensated cirrhosis. The Functional Assessment of Cancer Therapy-Hepatobiliary (FACT-Hep) captures multidimensional liver disease-specific burden, while the disease-agnostic PROMIS-29 assesses physical and mental health broadly. We evaluated the performance of FACT-Hep and its relationship to PROMIS-29 among participants with cirrhosis or hepatocellular carcinoma (HCC) enrolled in a prospective multicenter clinical trial.

METHODS: Baseline data were analyzed from 935 participants enrolled in the PAL LIVER trial. This study enrolled patients with Child-Turcotte-Pugh (CTP) B/C cirrhosis and/or with HCC. Health-related quality of …

Sonographer Clinical Skills Training: What Can We Learn From International Education And Clinical Training Models To Address The Workforce Shortage?, Jennifer Alphonse, Gill Harrison, Christopher Edwards, Rebecca Perry, Afrooz Najafzadeh Abriz, Ignatius Pereira, Tara Chegwin, Pauline A. Mitchell, Adrienne J. Young, Shelley A. Park, Kate Russo, Michelle Fenech, Ann Quinton

Research outputs 2022 to 2026

Introduction: The sonographer workforce shortage is worldwide, with limited access to clinical training positions a major contributing factor to qualified sonographers entering the workforce. Our aim is to examine sonographer training models in English-speaking countries where sonographers are the primary providers of diagnostic ultrasound services and clinical training (work integrated learning/WIL) is embedded within accredited course curricula to troubleshoot the sonographer workforce shortage.

Methodology: An extensive search of Australian and international sonography course providers was performed. Accredited courses where WIL is a curriculum component and is assessable were included. Courses from Australia were compared to international courses and course elements …

Bridging Data Gaps In Retinal Imaging: From Structural Domain Adaptation To Topology-Aware Synthesis, Gözde Merve Demirci

Dissertations, Theses, and Capstone Projects

Comprehensive visualization of the retina is essential for diagnosing and monitoring blinding diseases such as Diabetic Retinopathy and Retinopathy of Prematurity (ROP), where pathological changes often extend beyond a single field of view. Despite significant advances in automated retinal image analysis, clinical deployment remains limited by two fundamental data gaps: a structural learning gap, arising from scarce expert annotations and poor generalization across imaging domains, and a spatial coverage gap, caused by the difficulty of acquiring multi-view retinal images in fragile populations. Although these challenges are often addressed independently, this dissertation argues that they are tightly coupled: accurate, …

Opioid Free Anesthesia In Arthroscopic Knee Surgery: A Feasible Approach To Patient Care, Carson Gifford, Denise Vidal, Dail Kim, Austin Goff, Paul Reynolds

HCA Healthcare Journal of Medicine

Background

The opioid epidemic has prompted exploration of opioid-free anesthesia (OFA) techniques, but the optimal approach is still debated. While some OFA protocols substitute opioids with other agents, these alternatives can introduce their own risks. The objective of this study was to investigate whether eliminating intraoperative opioids without analgesic substitution in arthroscopic knee procedures affects postoperative pain control and opioid requirements.

Methods

We conducted a retrospective analysis of 205 patients who underwent arthroscopic knee procedures between August and November 2023. Patients were divided into 2 groups: those who received intraoperative fentanyl (25-200 mcg, n = 144) and those who received …

Psychological Adaptation In Colorectal Cancer Survivors: Pilot Study Findings, Anuja L. Sarode, Emily M. Su, Amber Kerstetter-Fogle, Steve Paciorek, Erica L. Laipply

HCA Healthcare Journal of Medicine

Background

In this pilot study, we examined psychological impacts of colorectal cancer (CRC), focusing on cancer-related posttraumatic stress disorder (CR-PTSD) symptoms, posttraumatic growth (PTG), and their relationship with coping strategies in surgically treated CRC patients.

Methods

This prospective pre- and postoperative pilot study assessed CRC patients at 2 time points, pre- and postoperative. Psychological symptoms were evaluated using the PTSD Checklist for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (PCL-5) and the PTG Inventory Short Form (PTGI-SF). Coping strategies were assessed using the Brief Coping Orientation to Problems Experienced (COPE) instrument. Changes in CR-PTSD, PTG, and coping …

Development Of Ultrafast Protein Digestion And Standards Free Quantitation Methods For Mass Spectrometric Analysis, Praneeth Ivan Joel Fnu

Dissertations

A wide variety of biologically important molecules, such as enzymes, antibodies, hormones, transporters and receptors are proteins by composition and they play key roles in biological functions such as cellular regulation, communication, metabolism and physiological function. Protein dysfunctions and abnormalities are associated with numerous diseases, making proteins critical targets for understanding disease mechanisms and developing therapeutic interventions. Protein-based therapeutics such as monoclonal antibodies, hormones and vaccines gained popularity due to their high specificity, efficacy, and ability to treat complex diseases that are often difficult to address with small-molecule drugs.

Given the important role of proteins in a variety of biological …

Mitochondrial Trna-Derived Fragments As Candidate Metastasis-Modifying Rna, Katy L. Swancutt, R. Mckinnon Walsh, Sydney Quijano, Emily Schueddig, Devin C. Koestler, Adam D. Scheid, Tony Vanden Bush, Yi Jing, Isidore Rigoutsos, Danny R. Welch

Computational Medicine Center Faculty Papers

UNLABELLED: How mitochondrial DNA (mtDNA) polymorphisms influence complex phenotypes remains poorly understood. Using mitochondrial-nuclear exchange mice, we previously showed that mtDNA single-nucleotide polymorphisms (SNP) modify metastasis, cardiovascular disease, and epigenetic marks independently of metabolic differences. The only mtDNA SNP correlating with these phenotypes resides in the gene encoding mitochondrial transfer RNA (tRNA)-arginine [mt-tRNAArg (UCG), mt-TR], suggesting a role for non-protein-coding loci. In this study, we identify and preliminarily characterize previously undescribed tRNA-derived fragments (tRF) generated from mt-TRs. Northern blotting revealed distinct tRF that are differentially expressed among mtDNA SNPs, between lung and liver, and between sexes. Surprisingly, small RNA sequencing …

Valvular Heart Failure Is A Distinct Heart Transplant Phenotype With Comparable Adjusted Survival To Other Heart Failure Etiologies, Devon Kelley, Varun Kathawate, Joyce Ho, Andrew Belec, Takahiro Tashima, Kazuhiro Ueno, Jessica Dominic, Pavan Atluri

Division of Cardiology Faculty Papers

PURPOSE: Valvular heart failure (VHF) accounts for 1-5% of heart transplant listings. Comparative outcomes relative to other heart failure etiologies remain poorly characterized. This study defines the VHF phenotype and compares waitlist and transplant outcomes to other heart failure recipients.

METHODS: This retrospective cohort study uses the UNOS thoracic transplant database to analyze adult, first-time, heart-only listings with a diagnosis of heart disease. Patients were grouped by diagnosis as VHF or non-VHF. The primary outcome was waitlist events; post-transplant survival and outcomes were secondary analyses. Subgroup analysis was performed in the post-2018 allocation era.

RESULTS: VHF recipients were older (55.3 …

Machine Learning For Functional Outcome Prediction After Vestibular Schwannoma Surgery: A Systematic Review And Diagnostic Test Accuracy Meta-Analysis, Shiva Nischal, Shaan Patel, Musa China, Kush Kale, Yi Hein Chai, Santosh Guru, William Muirhead, Patrick Grover

Department of Neurosurgery Faculty Papers

PURPOSE: Machine learning (ML) models have been increasingly applied to predict postoperative facial nerve dysfunction and hearing preservation after vestibular schwannoma (VS) surgery. However, reported performance varies substantially, and the overall diagnostic accuracy and clinical reliability of these models remain uncertain. We conducted a systematic review and diagnostic test accuracy meta-analysis to characterise the current state and methodological readiness of ML-based prediction of these outcomes.

METHODS: PubMed, Embase, and CENTRAL were searched from inception to February 2026. Studies evaluating ML-based prediction of facial nerve function or hearing preservation following VS surgery were included. Diagnostic performance metrics were pooled using random-effects …

Remarkable Seizure Reduction With Trofinetide Treatment In An Adult With Rett Syndrome: A Case Report, Semihan Adegbite, Pooneh Memar Ardestani, Maromi Nei

Department of Neurology Faculty Papers

No abstract provided.