A tool for rapid identification and extraction of census variables for incorporation into observational research

Diagnosis Prevalence vs. Efficacy in Machine-learning Based Diagnostic Decision Support

Sequence-based Retrieval of Potential Targets for Off-target Toxicity in Cancer Immunotherapy

FH Family Share— A Web-based Tool for Familial Hypercholesterolemia Cascade Testing and Knowledge Dissemination

Using machine learning to predict the influence of physician communication on patient experience

Application of a Biomedical Question-Answering System to Support Reasoning on MCAT Questions

Semi-automated Dictionary Curation of Symptoms and Events Preceding Suicide Attempts in Clinical Notes

Applying a Market-Basket Analysis to Reduce Variability and Increase Coding Frequency of Procedure Codes among Surgeons

Data-driven identification of drugs posing increased risk of adverse reactions to women.

Integration of Low-Cost Pollution Sensor Data for Neighborhood-Level Health Studies in Philadelphia

TranQL: A Query Language and Interactive Visualization Tool for Reasoning across Clinical and Biomedical Knowledge Graphs

Implementing a COPD screening algorithm in a VA tobacco cessation clinic

Mining Malpractice Claims to Identify Disparities between Younger and Older Adults

MSK Perioperative Visualization Tools to Drive Operational Decision Making

Examining Patient Portal Messages and their Association with Hormonal Therapy Medication Discontinuation

Doctor Shopping: Towards a National Study using Commercial Claims

Understanding Breast Implant Illness via Social Media Data Analysis

Validating Medication Triggers for Stevens-Johnson Syndrome and Toxic Epidermal Necrolysis

Exploring the Lag in Migraine Diagnoses using Unstructured Clinical Notes

One-Year, Weekly Online Survey to Monitor Healthcare Visits and its Association With Walking-Speed in Older Adults.

Distributed High Performance Computing for MIMIC-III: Lessons Learned Implementing MIMIC on SparkSQL

PhenoNLP: Phenotype-centric Natural Language Processing on Over 200 Million Clinical Notes

InfoUsion (Informatics + Transfusion Medicine): A Big Data Solution for Monitoring Blood Product Utilization Data in Near Real-Time

Predicting Cancer Rates Based on Radon and Smoking Levels Using Machine Learning

Computer Psychiatric Interview Productivity and Transcription Load Effects

A visualized deep learning for disease progression molecular mechanistic interpretation to prostate cancer

Descriptive Analysis of Opioid Data Sharing Practices as a Network in the United States from 2012 to 2018

The Association Between Asthma Exacerbations and Distance to Highways

Using SemRep to Detect Adverse Drug Events in Biomedical Abstracts

Evaluation of a Study Cohort Query Formulation Tool: Criteria2Query

A Benchmarking System to Evaluate the Effectiveness and Efficiency of Machine Learning Algorithms for Record Linkage

Clinical Phenotyping Using Semantic Knowledge Graphs

Applying User-Centered Design Methods with Usability Testing to the Iterative Improvement of Conversational, On-Demand Mobile Clinical Decision Support System for Perioperative Management

Association between System Usage Pattern and Impact of Web-Based Telerehabilitation in Patients with Multiple Sclerosis

Predicting Trauma Inpatient Disposition through Graph Convolutional Networks

Defining Albumin Usage & Variation Across an Integrated Health System

Examining Patient Portal Messages From the Perspective of Clinical Visits

Deep Learning to Predict Harmful Neurological and Musculoskeletal Side Effects for Patients Receiving Long Term Opioid Treatment

Feasibility of Executing Phenotype Algorithms Based on Clinical Quality Language against the OMOP Common Data Model

CrosstalkDEATHDB: a visualization platform of molecular interactions for cell death modes

The Effect of Serious Game on Cognitive improvement in Children with Developmental disabilities: A Randomized Clinical Trial

Lessons learned when modeling discharge summaries using Fast Healthcare Interoperability Resources

Quantification of clinical variables’ effect on U-Net segmentation quality and recontour time of lung volumes

A Learning Data Cycle: Information Powering Prediction

A Novel Use of Bar Code Medication Administration Data to Examine Inpatient Nursing Processes

PRISSMM: Pragmatic Implementation of Phenomic Data Standards for Curating Outcomes of Cancer Treatment

Deep learning approach to predict brain metastases development in lung cancer patients from EHR data

Natural Language Processing of Psychiatric Clinical Notes

Creation of a Pharmacogenomics(PGx) Patient Portal complementary to an existing institutional Clinical Decision Support(CDS)

Prediction of Drug Metabolism Using Graph Convolutional Neural Networks

Evaluating Clinical Guidelines Using Regression Discontinuity Design

Bridging the divide: Leveraging the PCORnet CDM to make EHR data generally accessible for patient-centered outcome research

An Algorithm for Frailty Assessment Using the Omaha System

Exploratory Analysis of Clinical Handoff Conversations using Natural Language Processing and Semantic Analysis

Speeding IRB Reliance using SMART IRB Collaboration Systems, Derived Metrics and Responsive Improvements

Comprehensive Integration of public omics data and metadata enable target discovery

Deep Immunohistochemistry: Quantitative Analyses of Glioma Immunohistochemistry Images for Protein Expression Measurement

Reorganizing Emergency Department Information Systems to Reduce Physician Cognitive Load

Implementation of Artificial Intelligence-Enabled Clinical Decision Support: A Systematic Review of Clinical Outcomes

An Algorithm to Identify Patient Relocation Events (‘Moves’) from Electronic Health Records Data

Bayesian Modeling to Improve Mobile Device Interactions in Older Adults

Capturing medical practice with indication embeddings

How Many Ways Can You Say That? Determining Linguistic Variation in Clinical Documents

Whole-Blood Gene Profiling of Patients Fitted with a Percutaneous Osseointegrated Lower-Limb Prosthesis

Characterizing Electrocardiograms of Severe Hypoglycemia using K-Means based Clustering

A Criteria to Break Through Traditional Brick and Mortar Studies to a Patient-Centered Digitalized Approach

Computer says YES- AI Predictive Model to Identify Need for Post Acute Care following inpatient admission

Descriptive Analysis of an Internal Medicine Residency Recruitment Website

Development of an Implementation Planning Process for Patient-Reported Outcomes in a Clinical Setting

Machine Learning-Aided Drug Repurposing in Diffuse Intrinsic Pontine Glioma

Retrieving mobility information in Social Security Administration clinical records: evaluation of a neural relevance tagger

Inferring Cell-type-specific rhythmicity in the Mouse Circadian Transcriptome

A Translational Bioinformatics Workflow for Rapid Target and Therapeutic Discovery in the Setting of Infectious Diseases

EHR Phenotyping for Determining Patient Follow-up on Genetic Variants

PhenX Common Measures for Collaborative Research: New Development

Longitudinal Prostate Cancer Outcome Predictive Model for CRPC Treatment Using Phased-LSTM

Initial Patient Feedback on a Digitally Driven Radiology Navigation Project to Provide Pre-test Information

StrokeTraker™: realtime stroke protocol monitoring and CDS

Enhancing Electronic Health Records with Tumor Registry Data

Minimizing Resource Inputs for Site-Specific Usability Testing

Pharmacological Information Needs Expressed Through a Natural Language Conversational Agent

Associations Linking Progressive Hearing Loss to Patient Diagnostic Data

Effect of Different Input Terminology Representation in Predictive Modeling

HL7 FHIR Document Lifecycle for Single IRB Document Exchange

An empirical investigation of factors driving lactate levels in sepsis patients using machine learning methods

Usability Evaluation of the mLab App for Improving HIV Testing Behaviors in High-Risk Young Men

Nurse Use of Vital Sign Flowsheet Comments: Shared or Individual Practice?

Terminology for Classification of Recruitment Materials in Clinical Studies towards FHIR-based Exchange

Enhancing the Ontological Representation of Cancer Cells Based on Analysis of AML Patient Data

Evaluation of Early Warning Scores for Sepsis Prediction on the General Ward

Opioid-related Adverse Effects for Concurrent Opioid and Stimulant Usage

Using Natural Language Processing to Identify Vulnerable Patients with Psychosocial Needs

Ontological Analysis of MS Patient-Reported Affective Outcomes Versus Motor Functioning

How Good is Artificial Intelligence at Automatically Answering Consumer Questions Related to Alzheimer’s Disease?

WikiMedMap: Expanding the Phenotyping Mapping Toolbox Using Wikipedia

Classification of nurse's innovation ability: application of latent profile analysis

Application of Machine Learning in ICU: A Systematic Review

Deep learning computational vision to autonomous localization of knee joint space in plain radiographs

CTD: A Novel Method that "Connects the Dots" Within a Network by Identifying the Optimally Connected Subgraph Within a Larger Subgraph

Data Driven Approach to Improve Inpatient Diabetes Care

Performance of an e-Trigger to Detect Missed Stroke Diagnosis In Patients with Headache or Dizziness Symptoms in Emergency Department

“Using single nucleotide variants co-clustering distances in multi-sample data as a phylogenetic distance”

Cloud services for patient cohort identification using I2b2

A simplified model of electronic health records for facilitating import into the Informatics for Integrating Biology and the Bedside platform

Patient-perceived Barriers and Facilitators of Using Remote Health Technology to Manage Diabetes and Cardiovascular Disease in Underserved Adult Populations: A Systematic Review

Barriers and Facilitators to Adoption of Artificial Intelligence-Based Clinical Decision Support: Preliminary Findings of a Systematic Review

Application of Rule-Based Data Quality Monitoring for Secondary Use of Healthcare Data

Improving Species Recognition for Gene Normalization

Risk of Falls and Non-Vitamin K Antagonist Oral Anticoagulant (NOAC) Therapy in Elderly Patients with Atrial Fibrillation

Towards a Learning Health System: Incorporating Research into Clinical Care Using the EHR Patient Portal for Research Data Collection

Challenges and Opportunities for Data Standards to Support Rare Diseases

AutoScore: An Automatic Clinical Score Generator with Logistic Regression and Machine Learning

Charting Cancer Pharmacological Dependency

An Interpretable Deep Learning Framework for Disease Staging

Making Cerner Clinical Data Analysis Ready using OMOP Common Data Model and i2b2 for OMOP

Drug Interaction Corpus

Process in Statin-induced Myopathy: A Multistate Model

Develop a Corpus for Immunotherapy-related Adverse Events from Clinical Notes in the Electronic Medical Records