Improving Interoperability between Registries and EHRs

What's in a Note? Unpacking Predictive Value in Clinical Note Representations

ICD-10 procedure codes produce transition challenges

A Network-Theoretic Analysis of Hospital Admission, Transfer, and Discharge Data

Automatically Linking Registered Clinical Trials to their Published Results with Deep Highway Networks

Predicting the Outcome of Patient-Provider Communication Sequences using Recurrent Neural Networks and Probabilistic Models

Integrating Structured and Unstructured EHR Data Using an FHIR-based Type System: A Case Study with Medication Data

Usability Evaluation of an Unstructured Clinical Document Query Tool for Researchers

CDISC SHARE, a Global, Cloud-based Resource of Machine-Readable CDISC Standards for Clinical and Translational Research

From Sour Grapes to Low-Hanging Fruit: A Case Study Demonstrating a Practical Strategy for Natural Language Processing Portability

Predicting Causes of Data Quality Issues in a Clinical Data Research Network

Multi-Task Learning to Identify Outcome-Specific Risk Factors that Distinguish Individual Micro and Macrovascular Complications of Type 2 Diabetes

The Ad-Hoc Uncertainty Principle of Patient Privacy

Using Machine Learning Algorithms to Predict Risk for Development of Calciphylaxis in Patients with Chronic Kidney Disease

Automated Detection of Diabetic Retinopathy using Deep Learning

Memory-Augmented Active Deep Learning for Identifying Relations Distant Between Medical Concepts in Electroencephalography Reports

Accurate and interpretable intensive care risk adjustment for fused clinical data with generalized additive models

Feasibility of Homomorphic Encryption for Sharing I2B2 Aggregate-Level Data in the Cloud

Provider Adoption of Speech Recognition and its impact on Satisfaction, Documentation Quality, Efficiency, and Cost in an Inpatient EHR

Identifying Supplement Use Within Clinical Notes: An Application of Natural Language Processing

Word Repetition in Separate Conversations for Detecting Dementia: A Preliminary Evaluation on Regular Monitoring Service

Applying Probabilistic Decision Models to Clinical Trial Design

Inpatient Clinical Order Patterns Machine-Learned From Teaching Versus Attending-Only Medical Services

Evaluation of Flowsheet Documentation in the Electronic Health Record for Residence, Living Situation, and Living Conditions

CHCi – A Dynamic Data Platform for Clinical Data Capture and Use

A Deep Learning Approach to Examine Ischemic ST Changes in Ambulatory ECG Recordings

Application of Data Provenance in Healthcare Analytics Software: Information Visualisation of User Activities

A Crowdsourcing Framework for Medical Data Sets

Adapting Word Embeddings from Multiple Domains to Symptom Recognition from Psychiatric Notes

Identifying Diagnostic Paths for Undifferentiated Abdominal Pain from Electronic Health Record Data

Using a Bedside Interactive Technology to Solicit and Record Pediatric Pain Reassessments: Parent and Nursing Perspectives on a Novel Workflow

Predicting Mortality in Diabetic ICU Patients Using Machine Learning and Severity Indices

The Data Gap in the EHR for Clinical Research Eligibility Screening

Prototype of a Standards-Based EHR and Genetic Test Reporting Tool Coupled with HL7-Compliant Infobuttons

Emergency Department Clinician Perspectives on the Data Availability to Implement Clinical Decision Support Tools for Five Clinical Practice Guidelines

Trend Analysis of Aggregate Outcomes in Complex Health Survey Data

Predicting Neonatal Encephalopathy From Maternal Data in Electronic Medical Records

i2b2 implemented over SMART-on-FHIR

Characterizing Functional Health Status of Surgical Patients in Clinical Notes

A novel representation of vaccine efficacy trial datasets for use in computer simulation of vaccination policy