Evaluating the utility of personal health assessment (PHA) data in predictive and outcomes research

Blockchain Applications in Clinical Research

Probabilistic Prognostic Estimates of Survival in Metastatic Cancer Patients (PPES-Met) Utilizing Free-Text Clinical Narratives

Improving patient and caregiver engagement through the application of data science methods to audio recorded clinic visits stored in personal health libraries using ORALS

Adding data visualizations of healthcare system dynamics to i2b2

Neighborhood Socioeconomic Status as a Predictor of Health Outcomes in Electronic Health Record Based Studies

Patient Opinions About Digital Messaging for Clinical Research Recruitment

Open mHealth: Common Data Schemas and API for Mobile Health Data

Exploring Hadoop-Based Data Lakes for Research

Predicting Postoperative Bleeding Risk for Patients Undergoing Colorectal Surgery using Machine Learning

Executable Data Science Notebook for Phenotype Discovery Pipeline Using Observational Data

Interoperability between Value Sets for Clinical Research and Healthcare: Mapping Value Sets between the Clinical Data Interchange Standards Consortium (CDISC) and Meaningful Use

Personalized Vital Sign Modeling to Predict Health Status

A Transparent System for Evaluating Data Completeness in the Accessible Research Commons for Health (ARCH) Network

Data Science Approach to Monitoring Health Status for a Diabetes Population

A Model for Supplementing EHR Data with Location-based Information within an i2b2 System

Translating Clinical Trial Results to a Target EHR Population Using Machine Learning & Causal Inference

Secure Reusable Linkage Between a EHR Patient Portal and REDCap for Population-based Survey Research

Administration of Patient Reported Outcomes (PRO) Questionnaires in Clinical Settings Using Provider Workstations

Pediatric Emergency Assistance for Newborns Using Telehealth (PEANUT): Design and Implementation of a Neonatal Telemedicine Program

Architecture of a visual interactive analysis tool for filtering and summarizing large data sets coded with hierarchical terminologies (VIADS)

Beyond Cohorts: Multi-institution Datasets in the Cloud

Web-based Dashboard for the Interactive Visualization and Analysis of National Risk Standardized Mortality Rates of Sepsis in the US

Using Misspellings in Word Vectors to Boost Information Retrieval Recall

Discrepancies in the prevalence of medical conditions based on VA vs. CMS electronic health data

Crowdsourcing for Research EEG Annotation and Accuracy Estimation

Research Permissions via a Patient Portal: Demographic Profile

Research Informatics Infrastructure: Landscape and Sustainability

Extracting Tobacco Exposure with the Smoking History and Pack-Year Extraction System (SHAPES)

Has Meaningful Use improved collection of smoking status information?

Expanding the Practice of Reproducible Research in Biomedical Informatics with StatTag and Microsoft Word

A Cross-Institutional Data Discovery Collaboration: Indexing Institutional Research Data

Design and Development of a Machine Learning Pipeline and Protected Computing Environment

Effects of Site and Method of Administration on Patients’ Preferences for Participation in Research

Vivli: A Global Secure Data Sharing Platform for Participant-Level Clinical Trial Data

Influence of bias introduced by filtering patients with “complete” electronic health records (EHRs) on predicting diabetic kidney disease

EHR-Integrated, Machine Learning-Driven SMART on FHIR Pharmacotherapy Decision Support System for Type-2 Diabetes Mellitus

Identifying Biologically Implausible Anthropometric Values in a Multisite Extraction of EHR Data for Secondary Use

Evaluating a Practice-based Health IT Intervention Using Audit Log, Qualitative and Clinical Data