Modernizing Data Pipelines and Visualizations of Injury-related Emergency Department Visit Data – Lessons Learned

A Rapid Detection Tool for Cognitive Impairment in Everyday Clinical Settings

Modeling Optimal Air Ambulance Base Locations: A MEXCLP Approach

Exploring EHR-related Workload Patterns for Physician Trainees

Using Natural Language Processing to Identify Laterality of Nephrolithiasis Surgical Procedures

Standardizing PRO Data to OMOP

Classification of Dementia and Mild Cognitive Impairment from Clinical Notes

Topological data analysis of emergent patterning within embryonic pluripotent stem cells

Case Study on Data Standard Implementation Errors and Impact on Interoperability

Continuous Prediction of Organ Dysfunction in General Wards

Usability Testing the Hematology Patient Explorer and the Importance of Leveraging Multiple Usability Assessment Methodologies

Using Synthea(TM) Derived Synthetic Data to Simulate Randomized Clinical Trials: the SPRINT Trial Experiment

Identification of Post-acute Sequelae of COVID-19 from Electronic Health Records

Translating Hypertension Treatment Guidelines into Patient-Facing Clinical Decision Support

Evaluation of Apache cTAKES, MetaMap, and QuickUMLS for SDoH extraction from clinical narratives

Comparative Protein-Protein Interaction Network Analysis of Urothelial Carcinoma Subtypes

Development of an Environmental Scan to Assess an Electronic Clinical Quality Measure for the Diagnosis of Venous Thromboembolism in Primary Care

A Framework to Integrate, Explore, and Visualize Patient-Generated Health Data, Patient Reported Outcomes and Clinical Data: PPP-Integrator

Predicting Patients Most Likely to Respond to Mobile Health Messaging

Predicting Out of Control Hypertensive Patients With Blood Pressure History

The Iowa Health Data Resource data enclave for processing patient data: Initial design and pilot results

Effects of Limited Sample Size on the Performance of Commonly Used Neural Networks: A Case Study Using PubMed Hepatitis Case Report Abstracts

Risk Prediction of Black Fungus in COVID-19 Survivors

Detecting Dose Changes of Oral Antineoplastic Medications Using an Open Claims Dataset

Unexpected somatic mosaicism and significantly reduced penetrance of pathogenic Mendelian disease gene variants in a large medical biobank

EHR-based Detection of Youth with Suicide-related Emergency Department Visits: Variation in Structured Data Indicators

Economic Analysis of Single Institutional Review Board Data Exchange Standards in Multi-Center Clinical Studies

Achieving Interoperability for Electronic Access of POLST Information

Evaluating Comprehensiveness of the HL7® FHIR® Standard in Supporting Data Exchange in Clinical Research: A Pediatric Trial Network Use Case

Risk Factor Assessment and Control for Patients with Diabetes and the Impact of Telemedicine Use

Supporting the Research Enterprise with Geocoding as Infrastructure

Phenotypic analysis within the socio-economic exposome

Informatic analysis of electromagnetic fields for the physical exposome

Design Principles Towards Higher Efficiency in Multi-document Annotation

Estimating Inspiratory Capacity from Spirometry

Putting NCCN Guidelines on the Map: Using CMAP as a Visual Aid to Treat Non-Small Cell Lung Cancer

Experiential Learning and Enterprise Data Warehouse for Research with the Iowa Health Data Resource

Moffitt Cancer Analytics Platform (MCAP): A Cloud-Based Data Platform for Improved Data Curation, Integration, and Access

Replicable gene-environment effects for body mass index in diverse cohorts

Learning about Impact on Chronic Diseases from #COVID19 Conversations on Twitter

Azure Modern Analytics Architecture for Synthetic Syndromic Surveillance

The Potential in Structured Process for Dysphagia Rehabilitation after Cerebrovascular Diseases

Deep Learning-based Approaches for Relation Extraction between Cancer Treatment and Temporal Information from Electronic Health Records

Methods Used to Assess mHealth Applications for Cardiovascular Disease: Findings from a Quasi-Systematic Scoping Review

Building a Scalable Knowledge Management Approach to Support Evidence Provision for Precision Medicine

Using N3C Enclave for Drug-Drug Interaction studies: the case of DOAC-Dexamethasone Interaction and the risk of Thrombosis

Real Time Decision Support for Achieving Maximal Compliance with Annual Suicide Screening Requirements in the U.S. Department of Veterans Affairs

Machine learning on multivariate time-series clinical data for early prediction of prostate cancer metastasis

Leveraging EHR Data to Support a Hospital GIS for Hospital-Onset Clostridioides difficile (C. difficile)

Evaluating the Bias and Fairness of Machine Learning-based Clinical Prediction Models

Leveraging Standard Terminologies to Quantify Duplication in Patient Problem List

Supporting Electronic Health Record Data Usage in Research for Teams with Varying Data Science and Clinical Knowledge

Generalizability of a Sepsis Machine Learning Algorithm Across a Multi-Hospital Healthcare System

Creating a data repository of sociomic factors to further characterize clinical outcomes and disease progression in patients with asthma

Convergence Towards a Unified Asynchronous i2b2/SHRINE User Experience

Consumer Attitudes Toward Vaccine Credentialing Systems

A Generalized Approach to Assessing the Gaps between Information Needs and Information Readiness when Planning Informatics Solutions for Clinical guidelines

Weak supervision reduced need for manually annotated data for training a named entity recognition model to recognize pharmaceuticals

ICU Census: The Critical Care Management System for an Oncologic ICU

SEE-Diabetes, a Patient-Centered DSMES for Older Adults: Information Needs of Patients and Providers

Predicting Suicide Attempt Amongst People with Diabetes Using Generalized Linear Model

Women’s Health Postpartum Care and Continuity

A Pilot Study of Public Health Messages on COVID-19 in Twitter

Data Visualization to Optimize Red Cell Exchange Procedures in Sickle Cell Disease

Oral Cancer Diagnosis Prediction Using Dental Pathology Notes

Developing a Care Management System for Mental and Behavioral Health

Assisting Exercise Survivorship Data Curation with a Computer-Vision- and Optical-Character-Recognition-Supported Web Application

Supporting Population Health Outcomes Studies Using a Framework of Social Determinants Linked EHR Data

Improving the Natural Language Processing Pipeline for De-identification of Clinical Notes at an Academic Medical Center

Air Pollution and Type 2 Diabetes: A Rural and Urban Comparison

Assessing the Contribution of Scanned Outside Documents to the Completeness of Real-World Data Abstraction

NLP Sandbox: Overcoming data access barriers to reliably assess the performance of NLP tools

Neural Network for Stroke Outcome Prediction after Thrombectomy

Testing a Novel Tool for the Development of Drug-drug Interaction Clinical Decision Support

Automated Clinical Quality Language (CQL) Generation

Analyzing Users Workload in Clinical Projects Conducted via REDCap

How Much Time Do Nurses Really Spend at the Bedside?

Relation Extraction from Biomedical Literature on Pharmacokinetic Natural Product-Drug Interactions

A Multi-Task Learning Approach to Chemical Property Prediction

Advancing Hallmarks of Cancer Identification from Scientific Literature

Evaluating Primary Care Impacts of Auto-Primary Care Provider Assignment Using a Matched Randomized Controlled Trial

Identifying Social Isolation from Twitter and Reddit Data during COVID-19

Evaluation of a multi-component phenotype algorithm for systemic lupus erythematosus across the PCORnet, OMOP, and i2b2 common data models

Clinical Trial Matching for Lung Cancer Patients

RNASee: A Rules-Based Tool for APOBEC-Editing Site Identification

Improving the Identification of Substance Use from Clinical Notes with BERT

Machine Learning Model for De-identifying Health-Related Qualitative Research Documents

Extraction of COVID-19 Vaccine Adverse Events Using Natural Language Processing

The Translational Drug Combination Knowledgebase (TDCKB): An Informatics Bridge for Cancer Drug Combination Research

Integrating Clinical Study and EHR Data for a National Post-Acute Sequelae of COVID-19 (PASC) Initiative

Informing Training Needs for the Revised Certified Clinical Data Manager (CCDMTM) Exam: Analysis of Results from the Previous Exam

Detecting and Modelling Structured and Random Noise in Reported COVID-19 Cases

Data Augmentation with Word Embeddings for Medical Concept Extraction

Understanding Clinician Workflows to Design AI Risk Prediction Models

Quality Evaluation of Image-Based Survival Data from Clinical Trials

CDS - Causal Inference using Deep Dynamic Survival Models and Time-varying Covariates

Prediction of Lung Cancer from Machine Learning Models based on Colorectal and Ovarian Cancer Screening Trial (PLCO) and National Lung Screening Trial (NLST)