Applying Natural Language Processing Neural Network Architectures to Augment Appointment Request Review of Self-Referred Patients to an Academic Medical Center

Natural Language Processing for Enterprise-scale De-identification of Protected Health Information in Clinical Notes

Framework for Optimizing Air Ambulance Locations

Clinicians’ Perspectives in Using Patient-Generated Health Data to Improve Ischemic Heart Disease Management

BEHRTDAY: Dynamic Mortality Risk Prediction using Time-Variant COVID-19 Patient Specific Trajectories

Using Shapes of COVID-19 Positive Patient-Specific Trajectories for Mortality Prediction

Automated Dental Cavity Detection System Using Deep Learning and Explainable AI

“Please Advise”: Understanding the Needs of Informal Caregivers of People with Alzheimer’s Disease and Related Dementia from Online Communities Through a Structured Topic Modeling Approach

Exploring the Readability of Ingredients Lists of Food Labels with Existing Metrics

Using Natural Language Processing to Classify Serious Illness Communication with Oncology Patients

Towards Real-time Bone Drilling Simulation for Anchor Placement in VR Based Arthroscopic Rotator Cuff Surgery Simulation

EHR Data Quality Assessment Tools and Issue Reporting Workflows for the ‘All of Us’ Research Program Clinical Data Research Network

Assessment of Data Quality Variability across Two EHR Systems through a Case Study of Post-Surgical Complications

gene2gauss: A multi-view gaussian gene embedding learner for analyzing transcriptomic networks

A Day-to-Day Approach for Automating the Hospital Course Section of the Discharge Summary

Temporal Subtyping of Alzheimer’s Disease Using Medical Conditions Preceding Alzheimer’s Disease Onset in Electronic Health Records

Applying FHIR Genomics for Research – From Sequencing to Database

VitalSeer: The development of a contactless sensing technology based on a user-centric data-driven clinical approach

Investigating the impact of weakly supervised data on text mining models of publication transparency: a case study on randomized controlled trials

A Privacy-Preserved Transfer Learning Concept to Predict Diabetic Kidney Disease at Out-of-Network Siloed Sites Using an In-Network Federated Model on Real-World Data

Moving from predicting hospital deaths by antibiotic-resistant bloodstream bacteremia toward actionable risk reduction using machine learning on electronic health records

Improving the Quality of Suggestions for Medical Text Simplification Tools

Clinical Data Cohort Quality Improvement: The Case of the Medication Data in The University of Minnesota’s Clinical Data Repository

Mining Medication Use Patterns from Clinical Notes for Breast Cancer Patients Through a Two-Stage Topic Modeling Approach

Tracking the COVID-19 outbreak in India through Twitter: Opportunities for social media based global pandemic surveillance

CycleGAN with Dynamic Criterion for Malaria Blood Cell Image Synthetization

MetBERT: a generalizable and pre-trained deep learning model for the prediction of metastatic cancer from clinical notes

Extracting Radiological Findings With Normalized Anatomical Information Using a Span-Based BERT Relation Extraction Model

Improving Pharmacovigilance Signal Detection from Clinical Notes with Locality Sensitive Neural Concept Embeddings

Predicting Hormonal Therapy Medication Discontinuation for Breast Cancer Patients using Structured Data in Electronic Medical Records

Assessing the Association Between Network-based Provider Communities and Patient Mortality in the Medicare Population with Multiple Chronic Conditions

ECG and SpO2 Signal-Based Real-Time Sleep Apnea Detection Using Feed-Forward Artificial Neural Network

Half the picture: Word frequencies reveal racial differences in clinical documentation, but not their causes

Advancing Interoperability of Patient-level Social Determinants of Health Data to Support COVID-19 Research

Testing a filtering strategy for systematic reviews: evaluating work savings and recall

Multi-Site Testing of an Opioid Prescribing Electronic Clinical Quality Measure Following Elective Primary Total Hip and/or Total Knee Arthroplasties

Neighborhood Characteristics and COVID-19 Incidence and Mortality in Southeastern Pennsylvania

Implementation of a Maternal Child Knowledgebase

Integrating Patient-generated Digital Health Data into Electronic Health Records (EHRs) in Ambulatory Care Settings: EHR Vendor Survey and Interviews

Predicting Unplanned 7-day Intensive Care Unit Readmissions with Machine Learning Models for Improved Discharge Risk Assessment

An Informatics Analysis to Identify Sex Disparities and Healthcare Needs for Autism across the United States

DaT3M: A Data Tracker for Multi-faceted Management of Multi-site Clinical Research Data Submission, Curation, Master Inventorying, and Sharing

Physician Experience Design (PXD): More Usable Machine Learning Prediction for Clinical Decision Making

Prior Knowledge Enhances Radiology Report Generation

Comparison of Alexa Voice and Audio Interfaces for Home-Based Physical Telerehabilitation

Automatic Cohort Determination from Twitter for HIV Prevention amongst Black and Hispanic Men

Predicting Avoidable Emergency Department Visits Using the NHAMCS Dataset

A Computational Framework for Identifying Age Risks in Drug-Adverse Event Pairs