Digital Commons Network^™

Food Insecurity’S Influence On Obesity, Hypertension, And Diabetes In Rural Vermont And Adirondack New York, Lindsay Morse

Walden Dissertations and Doctoral Studies

Food insecurity (FI) is a persistent public health challenge in the United States and disproportionately affects rural communities. Guided by syndemic theory, this quantitative cross-sectional study examined associations between FI and chronic disease outcomes among rural residents of Vermont and the Adirondack region of New York. Social determinants of health screenings and electronic medical records from 35 rural primary care sites were analyzed. Secondary data from n = 72,505 adults were used to evaluate these relationships. Binary logistic regression models assessed obesity, hypertension (HTN), and diabetes (DM), and a multinomial logistic regression model evaluated the combined presence of obesity and …

Genomic Medicine In Pediatrics: What Pediatricians Need To Know Now, Michael Smith, Scott T. Younger

Pediatrics in Practice: A CME Podcast

Genomic medicine is playing an increasingly important role in pediatric care, but it can feel complex for general pediatricians. In this episode of Pediatrics in Practice, Scott Younger, PhD, discusses how genomics is already influencing pediatric diagnosis and care today, common scenarios where genetic insights may be helpful, and why genomic testing can be valuable even when it doesn’t lead to a targeted therapy. This conversation offers practical guidance on when to consider genomics, when to refer, and how pediatricians can partner with genetics and subspecialty teams to support patients and families.

Click here to stream the podcast episode.

Assessing Misidentification Potential When Using Percent Developmental Delay As An Early Intervention Eligibility Criterion, Allison Gladfelter, Sarah Thomas, Christine Nguyen, Sarah O'Connor

CISLL Publications

Purpose:

Method:

Whole-Blood, Concentrated, And Micro–Dose Del Nido Cardioplegia In Adult Cardiac Surgery: A Scoping Review, Christian Iulianelli

Student Works

1. A.     Background/Introduction: Del Nido cardioplegia was originally developed for pediatric cardiac surgery to provide prolonged myocardial protection with a single-dose strategy. Its adoption in adult cardiac surgery has led to multiple modified formulations, including whole-blood, concentrated, and bloodless strategies. Given expanding clinical use and variation in technique, a structured mapping of the adult evidence base is warranted.
2. B.     Methodology: This scoping review followed PRISMA-ScR guidance. PubMed and CINAHL were searched, yielding 88 records. After duplicate removal and screening, 18 studies met inclusion criteria. Data were charted on study design, cardioplegia formulation, patient population, myocardial biomarkers, arrhythmias, renal outcomes, transfusion requirements, …

Efficacy And Safety Of Approved Cellular Therapies And Bispecific Antibodies In Solid Tumors: The Current State, Rabab Zehra Jafry, Saba Bilal Qamar, Sohaib Irfan, Muhammad Abbas Abid, Virginia Mohlere, Neha Maithel, Syed Hassan Jafri, Sanjay Awasthi, Samer Srour, Irfan A Vaziri, Muhammad Bilal Abid

Faculty, Staff and Student Publications

Cancer immunotherapy is a broad term including naked antibodies, bispecific antibodies (BsAbs), immune-checkpoint inhibitors (ICIs), chimeric antigen receptor T-cell (CAR-T) therapy, cancer vaccines, activated immune cells, and allogeneic hematopoietic cell transplantation. Recent advances in immune-engaging T-cell therapies have led to significant progress in novel treatments across various cancer types, resulting in prolonged patient survival, mainly in patients with hematologic malignancies. Several CAR T-cell constructs and BsAbs have been approved by regulatory authorities worldwide for relapsed, refractory leukemia, non-Hodgkin lymphoma, and multiple myeloma. Solid tumors are characterized by an immunosuppressive, fibroinflammatory tumor microenvironment (TME) and immune-suppressive cells, such as regulatory T-cells …

Disrupted Nuclear Function And Nucleocytoplasmic Transport In Parkinson’S Disease, Ichiro M. Matoba

The Cardinal Edge

No abstract provided.

Targeting Glioblastoma: Mechanistic And Clinical Perspectives From Uofl Research, Swetha Senthil Nathan

The Cardinal Edge

Glioblastoma (GBM) remains one of the most aggressive and treatment-resistant brain tumors, with median survival lingering at 12–15 months despite surgery, radiation, and chemotherapy. This article explores cutting-edge research and clinical efforts at the University of Louisville aimed at improving GBM treatment outcomes. Dr. Joseph Chen investigates the tumor microenvironment, revealing how physical properties such as stiffness and porosity drive GBM cell proliferation, migration, and resistance to apoptosis. His lab’s findings suggest that porosity, rather than stiffness alone, may be a more accurate predictor of tumor invasion and progression-free survival. Additionally, his research highlights the role of hyaluronic acid and …

Nonlinear Bivariate Associations And Mononuclear Cell‐Type‐Specific Expression Level Differences In The Sting Signalling Pathway, David Kaplan

Faculty Scholarship

Understanding intracellular signalling pathways is crucial since they regulate essential functional activities. Bivariate relationships have been useful in delineating these pathways in clinical samples. In our previous studies, we have found many linear associations between pathway components, and we have interpreted these correlations as rheostatic regulators. Increases in an upstream component are correlated with a commensurate downstream increase. Here, we report a quantitative analysis of molecules in the STING pathway by assessing the variance in human peripheral blood mononuclear cell-type-specific molecular expression from patients with atherosclerotic coronary artery disease. The induction of the type I interferon track by this pathway …

Targeting Il-1 Signaling In Recessive Dystrophic Epidermolysis Bullosa: Improved Survival And Pathogenesis In Rdeb Mouse Model, Rahim Hirani

NYMC Student Theses and Dissertations

Recessive dystrophic epidermolysis bullosa (RDEB) is a devastating inherited blistering disorder caused by biallelic mutations in COL7A1, resulting in deficiency of type VII collagen (C7) and loss of dermal–epidermal adhesion. Beyond mechanical fragility, RDEB is characterized by chronic inflammation, progressive fibrosis, impaired wound healing, severe pain, and an exceptionally high risk of aggressive cutaneous squamous cell carcinoma. Emerging transcriptomic and cytokine profiling studies have identified interleukin-1 alpha (IL-1α) as a dominant and temporally upstream inflammatory mediator in RDEB skin. The central hypothesis of this dissertation is that IL-1α signaling functions as a key initiator and amplifier of inflammation-driven pathology …

An Exploration Into Network Analyses Of Motor Behavior, Brain-Computer Interface Control, Arousal States, And An Ischemic Lesion Model, Shashank Anand

McKelvey School of Engineering Graduate Student Theses & Dissertations

Network-level modelling of neural function incorporates activity in specific brain regions along with a measure of the interactions between these regions (“connectivity”). Connectivity can be assessed through several means, for example through tractography (structural connectivity) or correlated temporal evolution of neural activity (functional connectivity). These analyses have provided valuable insight into several aspects of brain function, such as top-down control, memory, and navigation. This work focuses on studying neural activity within and between several brain regions across different brain states: namely, during motor actions, sensory perception, brain-computer interface engagement, task-free fluctuations in arousal state, and ischemic injury. High gamma (70-170 …

The Prospects Of Car T-Cell Therapies In Changing The Therapeutic Algorithm Of Neurologic Autoimmunities, Marinos C. Dalakas

Department of Neurosurgery Faculty Papers

T cells, genetically modified to express chimeric antigen receptors (CAR T), successfully used in hemato-oncologic malignancies, are showing promising and sustained benefits in refractory autoimmune neurological diseases, including Myasthenia Gravis, stiff-person syndrome, neuromyelitis optica, myositis, autoimmune neuropathies, and multiple sclerosis. Several reported patients with a steadily progressive disease and evolving disability unresponsive to available therapies, including rituximab and new biologics, after 2-3 months of treatment with CARs targeting CD19-positive, antibody-secreting, long-lived plasma cells, and plasmablasts exhibit impressive, long-lasting, and drug-free clinical improvements with the potential for immune reset shifting immunity to a healthy state without the need for continuing more …

Pathogen Characteristics Are Key Determinants Of Distinct Host Response Phenotypes Of Sepsis, Rishi Chanderraj, Sunny S. Lou, Et Al.

2020-Current year OA Pubs

BACKGROUNDSepsis encompasses considerable biological and clinical heterogeneity. Previously, 2 phenotypes ("hyperinflammatory" and "hypoinflammatory") have been consistently identified within sepsis via latent class analysis. These phenotypes differ in their biological features, clinical outcomes, and therapeutic responses to interventions. Prior studies of sepsis heterogeneity have focused primarily on the host response. Here, we investigate the potential influence of the causative pathogen on sepsis heterogeneity and pathobiology.METHODSWe performed a retrospective observational analysis of 8,280 critically ill patients with sepsis to identify associations between pathogen characteristics and the hyperinflammatory and hypoinflammatory patient phenotypes. We also performed controlled murine and swine modeling of sepsis and …

Label-Free Microfluidic Modulation Spectroscopy Monitors Rna Origami Structure And Stability, Ewan K S Mcrae, Josephine C Ferreon

Faculty, Staff and Students Publications

RNA origami enables genetically encoded, single-stranded RNA nanostructures that can self-assemble through co-transcriptional folding and are increasingly deployed as scaffolds for biosensing, synthetic biology, and nanomedicine. A recurring practical bottleneck is scalable, solution-phase readout of whether a designed scaffold has reached its intended base-paired architecture, whether it undergoes slow maturation or kinetic trapping, and how its stability is distributed across motifs. Here, we adapt microfluidic modulation spectroscopy (MMS) as a label-free structural biosensor for RNA folding by exploiting the rich 1760–1600 cm−1 vibrational fingerprints of RNA bases and base pairs. MMS alternates between sample and composition-matched buffer measurements in a …

From Answers To Understanding: Bridging The Gap Between Multiple-Choice And Open-Ended Questions, Kathleen A. Siren

Teaching and Learning in Communication Sciences & Disorders

Assessment is central to effective teaching, and the structure of exam questions significantly influences both learning and instruction. Multiple-choice (MCQ) and short-answer (SAQ) questions are widely used and frequently studied, each offering distinct advantages and limitations for formative and summative assessment. This study examined a modified multiple-choice format, multiple-choice questions with explanation (MCQwE), for which students selected an answer and briefly explained their reasoning. Designed to combine the efficiency of MCQs with the diagnostic value of open-ended responses, MCQwE were implemented in an undergraduate speech science course and compared to traditional MCQs and SAQs in terms of student performance. Findings …

Targeted Therapy In Hepatobiliary Pancreatic Cancer (Hpc): Advantages And Advancements Of Antibody Drug Conjugates, A Type Of Chemo-Biologic Hybrid Drugs, Tushar Deb Nath, Attrayo Mukherjee, Subhash Chauhan, Debasish Bandyopadhyay

School of Integrative Biological & Chemical Sciences Faculty Publications

Currently, there are very few efficient treatment options for hepatobiliary pancreatic cancer (HPC), which comprises pancreatic ductal adenocarcinoma (PDAC), biliary tract cancer (BTC), and hepatocellular carcinoma (HCC). The HPC tumors are the most lethal malignant tumors in the world. Traditional chemotherapy offers little survival benefit and is associated with notable systemic toxicity, which has made antibody–drug conjugates (ADCs) a hopeful treatment option. Strong cytotoxic drugs combine with monoclonal antibodies to attack tumor-associated antigens. This review discusses the benefits and current developments of Antibody–Drug Conjugates (ADCs) in treating HPC. It also covers their mechanisms of action, ongoing clinical trials, and the …

Simulated Hearing Loss In Healthy Young And Older Adults Results In Poor Reaction Time In Older Adults., Victoria Kowalewski, Nicoleta Bugnariu, Rita M. Patterson, Jessica Hartos

Pacific Journal of Health

Emerging evidence links hearing loss to increased fall risk in older adults, yet mechanisms remain unclear. This study examined the impact of simulated hearing loss on reactive balance control in healthy young and older adults. Participants performed dual-task scenario involving auditory sentence repetition and unexpected surface translations. Hearing loss was simulated using Adobe Audition, applying frequency-specific attenuation based on moderate sensorineural hearing loss levels from the literature.

Speech-in-noise performance significantly declined under simulated hearing loss for both age groups (p < .001), confirming effective simulation, but not significant differences were found between age groups. Maximum COP-COM displacement (the scalar distance between Center of Pressure and Center of Mass) increased with perturbation intensity (Level 1 vs. Level 2: p < .001), but no significant differences were found between hearing conditions or age groups (p > .05), suggesting compensatory step execution was preserved.

Reaction time analysis revealed a significant interaction between hearing condition and perturbation level …

Transcriptomic Data And Biomedical Literature Synergize In Finding Pharmacologic Gene Regulators, Zhandong Liu, Huda Y Zoghbi

Faculty, Staff and Students Publications

Most Mendelian disorders caused by a deficiency or excess of one gene product lack targeted therapies. Since these disorders can be modeled with a gene overexpression, knockout, or knockdown, drugs that oppose the transcriptomic effects of such perturbations may be promising therapeutic candidates. RNA-Sequencing (RNA-Seq) studies can fuel this drug-prioritization, but their labels, written in plain language, must be annotated manually. Hence, we introduce Signature-based Networks from Automatically Curated Knockout, Knockdown, and Small-molecule Studies (SNACKKSS), which automatically curates gene-disruption and drug studies from the Gene Expression Omnibus and, in partnership with uniformly computed read count datasets, feeds the labels and …

Larvicidal Activity Of Β-Asarone And Acorus Calamus Linn. (Sweet Flag) Extract Against Aedes Aegypti (Dipotera: Culicidae): Enzyme Inhibition, Midgut Histopathology, And In Silico Analysis, Rizal Subahar, Surya Dwira

Indonesian Journal of Medical Chemistry and Bioinformatics

Aedes aegypti (Diptera: Culicidae), the primary vector of dengue, poses a significant public health threat in tropical and subtropical regions. Botanical insecticides and phytochemicals such as β- asarone, derived from essential oils,offer a promising alternative to synthetic larvicides. The rhizome of Acorus calamus L. (sweet flag), traditionally known for its neuroprotective and antioxidant properties, contains β-asarone as its principal bioactive constituent.This study evaluated the larvicidal efficacy of β-asarone and A. calamus rhizome extract against Ae. aegypti larvae, focusing on detoxification enzyme inhibition, midgut histopathology, and in silico molecular interactions.Third- and fourth-instar larvae were exposed to β-asarone and crude extract at …

Quality Of Prenatal Care, Provider Preference, And Preeclampsia Among African American Women In Georgia, Lyteasha Bass

Walden Dissertations and Doctoral Studies

African American women experience disproportionately high rates of preeclampsia in the United States; however, the contributions of prenatal care provider type, health care access, and quality of care to this disparity were insufficiently defined. Guided by the quality health outcomes model, this quantitative case-control study used primary data to examine associations between these factors and the occurrence of preeclampsia among African American women age 18–40 who had given birth within the previous 5 years in Georgia. Descriptive statistics and binary and multinomial logistic regression analyses were conducted. Prenatal care quality was measured using the Quality of Prenatal Care Questionnaire (QPCQ), …

Uncovering Hidden Prognostic Patterns In Colorectal Cancer Histology Using Unsupervised Learning: A Computational Pathology Study, Wen-Tong Zhou, Yong Liu, Gang Yu, Kuan-Song Wang, Chao Xu, Jonathan Greenbaum, Chong Wu, Lin-Dong Jiang, Christopher J Papasian, Hong-Mei Xiao, Hong-Wen Deng

Faculty, Staff and Student Publications

Colorectal cancer (CRC) remains a leading cause of cancer mortality globally, yet current histopathological diagnostics capture only limited features. This study aimed to discover subtle, prognostically significant histomorphological patterns in CRC tissues using unsupervised deep learning. We developed a framework integrating convolutional neural networks with deep clustering, trained on 23,341 image patches from 493 patients. We identified 30 distinct histomorphological clusters from CRC tissue images. Through univariate and multivariate survival analyses, three clusters (Cluster13, Cluster19, and Cluster24) were consistently associated with patient prognosis. These clusters were integrated with clinical factors (T stage, N stage, and differentiation degree) to construct a …

Gadolinium Nanoparticles: Emerging Platforms Beyond Imaging For Drug Delivery And Theranostics, Amir Nasrolahi Shirazi, Rajesh Vadlapatla, Ajoy Koomer, Heyam Zayed, Paris Marabut, Keykavous Parang

Pharmacy Faculty Articles and Research

Gadolinium nanoparticles (GdNPs) have gained increasing attention as multifunctional metal-based nanoplatforms that extend far beyond their traditional use as magnetic resonance imaging (MRI) contrast agents. Their specific magnetic properties, tunable physicochemical features, and tunable biocompatibilities with biocompatible coatings give them great potential as drug delivery and theranostic applications. They offer greater stability, lower systemic toxicity, and more surface modification options compared to molecular gadolinium chelates. The functionalized GdNPs not only show excellent properties as drug carriers for their specific indications but also serve as agents in various imaging modalities with superior therapeutic efficacy by means of radio sensitization and magnetically …

Synergistic Microbiome-Peptidome Therapeutics: Exploring Lactobacillus Reuteri Dsmz 17648 And Stem Cell-Derived Peptides For Immunomodulation And Tissue Repair Across Diseases, Hasan M. Agha, Mohammed A. Abdalqader, Abdullah Asad Siddiqui, Shafiq Aazmi, Jantson Hoh, Oh Chin Kin Michelle, Sabaa M. Agha, Amjad Abdulhadi Mohammed, Muneer Mohammed Saleh Alsayadi

AUIQ Complementary Biological System

Chronic inflammatory and degenerative disorders are driven by interconnected immune dysregulation, metabolic instability, epithelial barrier disruption, and impaired tissue repair, limiting the durability of conventional single-target therapies. The global rise in chronic inflammatory, metabolic, and age-related degenerative diseases underscores an urgent need for multi-dimensional therapeutic strategies that move beyond isolated molecular targets. Despite rapid advances in microbiome science and regenerative medicine, these fields have largely evolved in parallel, with limited integration at the translational level. Emerging evidence identifies the gut microbiome as a central regulator of systemic immunometabolic homeostasis through microbial metabolites, barrier integrity modulation, and immune-cell education. In parallel, …

Interim Estimates Of 2025-26 Seasonal Influenza Vaccine Effectiveness - United States, September 2025-February 2026., Patrick Maloney, Emily L. Reeves, Kristina Wielgosz, Ashley M. Price, Karthik Natarajan, Malini B. Desilva, Kristin Dascomb, Nicola P. Klein, Sara Y. Tartof, Stephanie A. Irving, Shaun J. Grannis, Toan C. Ong, Zachary A. Weber, Jennifer E. Schuster, Danielle M. Zerr, Marian G. Michaels, Julie A. Boom, Natasha B. Halasa, Mary A. Staat, Geoffrey A. Weinberg, Stacey L. House, Elie A. Saade, Krissy Moehling Geffel, Manjusha Gaglani, Karen J. Wernli, Vel Murugan, Emily T. Martin, Natalie A B Bontrager, Marie K. Kirby, Amanda B. Payne, Fatimah S. Dawood, Ayzsa Tannis, Heidi L. Moline, Sifang Kathy Zhao, Katherine Adams, Jennifer Decuir, Samantha M. Olson, Jessie R. Chung, Nathaniel Lewis, Brendan Flannery, Carrie Reed, Shikha Garg, Sascha Ellington, Cdc Influenza Vaccine Effectiveness Collaborators

Manuscripts, Articles, Book Chapters and Other Papers

In the United States, annual influenza vaccination has been recommended for all persons aged ≥6 months, including during the 2025-26 season. Interim influenza vaccine effectiveness (VE) estimates were calculated for patients with acute respiratory illness-associated outpatient visits and hospitalizations from three U.S. respiratory virus VE networks during the 2025-26 influenza season, using a test-negative case-control design. Among children and adolescents aged < 18 years, VE was 38%-41% against influenza outpatient visits and 41% against influenza-associated hospitalization. Among adults aged ≥18 years, VE was 22%-34% against influenza outpatient visits and 30% against influenza-associated hospitalization. Among children and adolescents, VE against influenza A ranged from 37% (against outpatient visits) to 42% (against hospitalization) across settings; among adults, VE against influenza A ranged from 30% (against hospitalization) to 34% (against outpatient visits) across settings. Among children and adolescents, VE against influenza A(H3N2)-associated outpatient visits was 35% and against influenza A(H3N2)-associated hospitalization was 38%. VE against influenza B outpatient visits ranged from 45%-71% among children and adolescents and was 63% among adults. Other estimates of VE were not statistically significant or were not reportable. Although interim influenza VE is lower during the 2025-26 influenza season than it was during recent influenza seasons, these findings demonstrate that influenza vaccination still provides protection against influenza. CDC recommends influenza vaccination; U.S. influenza vaccines remain available for persons aged ≥6 months.

Associational Inference With Many Potential Covariates: Bayesian Information Criterion Elastic Net, Farideh Bagherzadeh Khiabani, I-Chan Huang, Jose Miguel Martinez Martinez, Shizue Izumi, Sedigheh Mirzaei, Tiange Zheng, Irina Dinu, Yutaka Yasui

COBRA Preprint Series

Background: An emerging feature in modern biomedical research is collecting and analyzing numerous variables. In the presence of many potential covariates, inference becomes challenging requiring both distinguishing a set of covariates truly associated with an outcome and estimating their corresponding regression coefficients consistently. Traditional statistical inference typically focuses on estimating coefficients assuming a pre-specified set of covariates. Further, advanced machine/statistical learning methods performing both selection and estimation predominantly focus on outcome prediction rather than association inference.

Methods: Motivated by our epidemiological research on long-term childhood cancer survivors, where we aimed to investigate associations between a large pool of longitudinal symptom …

In Vivo Hsc Gene Therapy Enables Sustained Ecd4-Ig Expression For Siv Prevention, Veronica Nelson, Audrey Germond, Hongjie Wang, Aphrodite Georgakopoulou, Sucheol Gil, Jasmin Martinez-Reyes, Andrew Riker, Shruthi Shankar Raman, Jiho Kim, Philip Ng, Donna Palmer, Michael D Alpert, Nickolas Skamangas, Charles Bailey, Tianling Ou, Christine M Fennessey, Michael Farzan, Keith R Jerome, Brandon F Keele, Hans-Peter Kiem, André Lieber, John K Bui

Faculty, Staff and Students Publications

We aim to develop an in vivo hematopoietic stem cell (HSC) gene therapy approach for the prevention and control of HIV-1 infection. Toward this goal, we engineered helper-dependent adenovirus (HDAd) 6/3+ vectors to directly transduce HSCs in vivo, enabling progeny cells to secrete eCD4-Ig, a decoy protein that broadly neutralizes HIV/simian immunodeficiency virus (SIV) isolates by mimicking the primary viral receptor CD4 and coreceptors such as CCR5. In rhesus macaques, the HDAd 6/3+ platform achieved long-term expression of an enhanced eCD4-Ig variant (“eCD4-Ig-Emm06”) that retained potent neutralization efficacy in vivo. Transduced HSCs differentiated into lymphoid and myeloid lineages …

Defining A Multi-Omic, Ai-Enabled Stool Screening Paradigm For Colorectal Cancer: A Consensus Framework For Clinical Translation, Arturo Loaiza-Bonilla, Yan Leyfman, Viviana Cortiana, Rhys Crawford, Shivani Modi

Einstein Health Papers

Colorectal cancer (CRC) develops through both conventional adenoma-carcinoma and serrated neoplasia pathways, yet noninvasive screening still under-detects the advanced precursor lesions that enable true cancer prevention. Stool-based screening reduces CRC mortality, but its preventive impact remains constrained by limited detection of advanced precancerous lesions (APLs), including advanced adenomas and sessile serrated lesions. Next-generation multitarget stool DNA assays (mt-sDNA; e.g., Cologuard Plus) have established high sensitivity for CRC and specificity approaching 94%, leaving improved APL detection as the principal opportunity for innovation. This review presents a consensus framework for a multi-omic stool screening paradigm that integrates host epigenetic markers (DNA methylation) …

Current State And Needs Of Clinical Laboratories In Latin America: A Cross-Country Assessment., Alejandro R Molinelli, Elizabeth L Palavecino, José C Jara-Aguirre, Kerry Cosby, Allison Targowski, Barbara M Goldsmith, Rosa Sierra-Amor, Juan D García, Alicia Algeciras-Schimnich, Eugenio H Zabaleta, Veronica I Luzzi, Jessica M Colón-Franco

Ambulatory and Primary Care Articles

The Association for Diagnostics & Laboratory Medicine (ADLM) aims to improve health by providing education to laboratory scientists worldwide. Different regions of the world face unique challenges shaped by their national and regional contexts. However, the needs of clinical laboratories worldwide remain largely understudied. To address this gap, we conducted a comprehensive needs assessment survey among laboratory professionals in the Latin American region. The survey was distributed to over 2708 individuals across Latin American countries and yielded 148 responses. Most respondents were from urban areas (74%) and worked in private hospital laboratories (45%), with microbiology (25%) and chemistry (23%) identified …

Bias Evaluation Of Healthcare Data With The Use Of Vbqa - A Vaers Inspired Bias Question Answer Dataset, Nolan Dulude, Renu Karthikeyan, Bivin Sadler, Faizan Javed

SMU Data Science Review

Abstract. Large Language Models (LLMs) are being used increasingly within the healthcare industry to summarize complex clinical information, but their outputs can often reflect biases inherited from their training data. In healthcare, these biases are not just technical flaws, but they can lead to distorted and false information about vaccine safety, compromise patient trust, and lead to potential harmful outcomes. This study investigates bias found in LLM-generated outputs to question-answer pairs inspired by adverse vaccine reactions using COVID-19 data from the Vaccine Adverse Event Reporting System (VAERS) from 2020–2024. We examined whether training the LLMs on a known Bias Benchmark …

Virtual Ai Lifestyle Assistant, Solomon T. Mathew, Babu T. Mathew

SMU Data Science Review

Patients struggle with adhering to prescribed medication and leading a healthy lifestyle outside of clinical visits. A mechanism needs to be developed and deployed to constantly remind them about the need to take medication and to lead a healthy lifestyle in a non-intrusive way while watching for changes in vitals that can be collected using wearable devices. With these considerations, a Virtual Healthcare Assistant is proposed, built with a multi-agent system that is easily integrated with wearable devices such as Apple Watches, Fitbits, and Oura Rings. a LangGraph-based multi-agent workflow to mimic real-world continuous monitoring. The resulting system enables agent-to-agent …

Detection Of Serotype Gene Of Klebsiella Pneumoniae Isolated From Different Clinical Cases Of Hospitalized Infections In Al-Diwaniya City, Adnan H. Al Hamadani, Hazem K. Al Khafaji, Ahmed S.Abed

Al-Qadisiyah Medical Journal

This study aimed to identify serotype of Klebsiella Pneumonia  isolated from different clinical cases of hospitalized infections( urinary tract infection, respiratory infection, burns & wounds) by using polymerase chain reaction(PCR).A total of 110 clinical specimens from in-patients with nosocomial infections(including 47 respiratory infection,37  UTI , burns  & wound infections 26) in Al-Diwaniya Teaching Hospital during the period from December 2012 –March 2013 were collected. K. Pneumonia  isolated from 35.4% of the specimens distributed as 18.18% sputum specimens,10.90% urine specimens & 6.36% burns & wounds specimens. K1,K2,K5,K20,K54 & K57 serotypes of K. Pneumonia  were successfully detected in multiplex PCR.The results revealed …