A UMLS-based Investigation of Laterality in Biomedical Terminologies

epiDonate – distributed serverless data infrastructure for epidemiological studies

Unsupervised Anomaly Detection to Characterize Heterogeneity in Type 2 Diabetes

Ochsner Emergency Department Overcrowding Scale (OEDOCS): predicting Emergency Department crowding among diverse academic hospital settings

Investigating Three Classification Methods for Per/Poly-Fluoroalkyl Substance (PFAS) Exposure from Electronic Health Records And Potential for Bias

High Resolution and Spatiotemporal Place-Based Computable Exposures at Scale

Automated Curation and AI Workflow Management System for Digital Pathology

Avoiding Biased Clinical Machine Learning Model Performance Estimates in the Presence of Label Selection

Demographic and Time Trend Analysis of COVID-19 Test Results of Boone County, Missouri

Assessing the Predictive and Analytics Capability of Electronic Clinical Data for High-Cost Patients

Detection of Suicidal Behavior and Self-harm Among Children Presenting to Emergency Departments: A Tree-based Classification Approach

Automation of Protocoling Advanced MSK Examinations Using Natural Language Processing Techniques

Towards Interpretable Multimodal Predictive Models for Early Mortality Prediction of Hemorrhagic Stroke Patients

Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes

Assessing Intrahospital Care Transition Structures Before and During the COVID-19 Pandemic: Network Analysis Study

Towards an Open-Source Platform to Harmonize and Share Research Results from COVID-19 Interventional and Observational Studies

Mild Cognitive Impairment: Data-Driven Prediction, Risk Factors, and Workup

The Association of Learning Health System Practicing Hospitals and other Health Information Interested Hospitals with Patient-Generated Health Data Uptake

Understanding Barriers to the Collection of Mobile and Wearable Device Data to Monitor Health and Cognition in Older Adults: A Scoping Review

Gender-based Language Differences in Letters of Recommendation

Deep learning-based joint detection in Rheumatoid arthritis hand radiographs

Assessing Patient Perspectives of a Cancer Telerehabilitation Platform Using Thematic Analysis of Semi-Structured Qualitative Interviews

Mining Correlation between Fluid Intelligence and Whole-brain Large Scale Structural Connectivity

Supporting Clinical Care: SOFA on FHIR

Interpretable Stratification for Chronic Kidney Disease Progression Based on Time to Event Analysis

Automatic Detection of Intimate Partner Violence Victims from Social Media for Proactive Delivery of Support

Generalizable Natural Language Processing Framework for Migraine Reporting from Social Media

A Data Mining Pipeline for COVID-19 Vaccine Safety Analysis Based on Large Electric Health Record

Principal Investigators’ Perceptions on Factors Associated with Successful Recruitment in Clinical Trials

Timeline Registration for Electronic Health Records

Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research

Comprehensive Analysis of Electronic Health Records to Characterize The Association Between Intimate Partner Violence and Mental Health

Significance of Intraoperative Medication Data and Predictive Model Selection for Predicting Postoperative First-Time Atrial Fibrillation

Developing an LSTM Model to Identify Surgical Site Infections using Electronic Healthcare Records

Discovering Precision AD Biomarkers with Varying Prognosis Effects in Genetics Driven Subpopulations

A Query Engine for Self-controlled Case Series: with an application to COVID-19 EHR data

TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments

Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served patient populations

Integrating Comorbidity Knowledge for Alzheimer's Disease Drug Repurposing using Multi-task Graph Neural Network

Can Race-sensitive Biomedical Embeddings Improve Healthcare Predictive Models?

CRENO: An ontology to model concepts relating to culture, race, ethnicity, and nationality for health data

Characterizing Disparities in the Treatment of Intimate Partner Violence

Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models

H4H: A Comprehensive Repository of Housing Resources for Homelessness

Automated Fidelity Assessment for Strategy Training in Inpatient Rehabilitation using Natural Language Processing

Enrichment of a Data Lake to Support Population Health Outcomes Studies Using Social Determinants Linked EHR Data

Hierarchical Concept Relations Improve Detection of Off-Label Drug Use in Electronic Health Records Data

Linking Ambient NO2 Pollution Measures with Electronic Health Record Data to Study Asthma Exacerbations

Using Explainable AI to cross-validate socio-economic disparities among covid-19 patient mortality

DETECT: Feature extraction method for disease trajectory modeling in electronic health records

Feasibility of the Genetic Information Assistant Chatbot to Provide Genetic Education and Study Genetic Test Adoption Among Pancreatic Cancer Patients at Johns Hopkins Hospital

The Hidden Patient Connections: Predicting Hormonal Therapy Medication Discontinuation Using Hypergraph Neural Network on Clinical Communications

Extracting Temporal Expressions of First Seizure Onset from Epilepsy Patient Discharge Summaries

Comparing Amyloid Imaging Normalization Strategies for Alzheimer's Disease Classification using an Automated Machine Learning Pipeline

Efficient Federated Kinship Relationship Identification

Exploring Automated Machine Learning for Cognitive Outcome Prediction from Multimodal Brain Imaging using STREAMLINE

A new deep learning framework to process Matrix-assisted Laser Desorption/Ionisation Mass Spectrometry Imaging (MALDI-MSI) data of Tissue Microarrays (TMAs)

Using Health Forum Data to Assess User Needs for mHealth App Development: A Feasibility Study on Alzheimer’s Disease

Geospatial divide in real-world EHR data: Analytical workflow to assess regional biases and potential impact on health equity

Hypergraph Transformers for EHR-based Clinical Predictions

Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing

Automated Type 2 Diabetes Case and Control Identification from the MIMIC-IV Database

Data Imputation for Clinical Trial Emulation: A Case Study on Impact of Intracranial Pressure Monitoring for Traumatic Brain Injury

Generalizing through Forgetting - Domain Generalization for Symptom Event Extraction in Clinical Notes

Collaborative Program to Evaluate Real World Data for Use in Clinical Studies and Regulatory Decision Making