Computing Functional Brain Connectivity in Neurological Disorders: Efficient Processing and Retrieval of Electrophysiological Signal Data

Building Computational Models to Predict One-Year Mortality in ICU Patients with Acute Myocardial Infarction and Post Myocardial Infarction Syndrome

Improving length of stay prediction using a hidden Markov model

Automatic Quantification of Atypical Topic Repetition in Single Daily-Conversation Resulting from Alzheimer’s Disease

A Network-Based Compartmental Model For The Spread Of Whooping Cough In Nebraska

Diabetes Mobile Care: Aggregating and Visualizing Data from Multiple Mobile Health Technologies

Extending i2b2 into a framework for semantic abstraction of EHR to facilitate rapid development and portability of Health IT applications

Evaluation of a REDCap-based Workflow for Supporting Federal Guidance for Electronic Informed Consent

Determining Onset for Familial Breast and Colorectal Cancer from Family History Comments in the Electronic Health Record

Provider Survey on Automated Clinical Decision Support System for Cardiovascular Risk Assessment

Algorithmic Generation of Grammar Simplification Rules Using Large Corpora

An Analysis of a Twitter Corpus for Training a Medication Intake Classifier

Burnout and EHR use among academic primary care physicians with varied clinical workloads

A Comparison of Patient History- and EKG-based Cardiac Risk Scores

A Method for EHR Phenotype Management in an i2b2 Data Warehouse

Lost in Translation: Diagnosis Records Show More Inaccuracies After Biopsy in Oncology Care EHRs

Enabling Patient Traceability Using Anonymized Personal Identifiers in Japanese Universal Health Insurance Claims Database

Feature Selection in Predictive Modeling: A Systematic Study on Drug Response Heterogeneity for Type II Diabetic Patients

Fei Wang,James Flory,Jingyuan Chou

Using Unsupervised Clustering to Identify Pregnancy Co-Morbidities

Novel Analytics Framework for Universal Healthcare Insurance Database

Kung Faux Pandas Simplifying privacy protection

Approaching neural net feature interpretation using stacked autoencoders: gene expression profiling of systemic lupus erythematosus patients

Duodenal Biopsies Classification and Understanding using Convolutional Neural Networks

Detecting Signals of Dietary Supplement Adverse Events from the CFSAN Adverse Event Reporting System (CAERS)

Context-Driven Concept Annotation in Radiology Reports: Anatomical Phrase Labeling

FuzzyGap: Sequential Pattern Mining for Predicting Chronic Heart Failure in Clinical Pathways

Negation Scope Detection in Clinical Notes and Scientific Abstracts: A Feature-enriched LSTM-based Approach

Using Tablet-Based Assessment to Characterize Speech for Individuals with Dementia and Mild Cognitive Impairment: Preliminary Results

Deep Neural Architectures for Discourse Segmentation in E-Mail Based Behavioral Interventions

A Literature Based Discovery Visualization System with Hierarchical Clustering and Linking Set Associations

Aliakbar Panahi,Bridget T. McInnes,D. Shanaka Wijesinghe,Sam Henry

Machine Learning Assisted Discovery of Novel Predictive Lab Tests Using Electronic Health Record Data

C. David Page,Finn Kuusisto,Ian Ross,Jeremy Weiss,Peggy L. Peissig,Ron Stewart,Ross Kleiman

Predictive Modeling of the Total Joint Replacement Surgery Risk: a Deep Learning Based Approach with Claims Data

Behlool Sabir,Fei Wang,Mirsad Hadzikadic,Pramod Divakarmurthy,Riyi Qiu,Samuel Vinod,Yugang Jia

Implementation of Informatics to Support the NIH All of Us Research Program in a Healthcare Provider Organization

Cindy Chen,Curtis L. Cole,David A. Kraemer, Jr.,Evan T. Sholle,Kelly L. Williams,Rainu Kaushal,Scott P. Turner,Sean T. Pompea,Thomas R. Campion, Jr.

A Framework for Visualizing Data Quality for Predictive Models and Clinical Quality Measures

Alexander Hoff,Bonnie L. Westra,Gy？rgy J. Simon,Lisiane Pruinelli,Michael Steinbach,Steven G. Johnson,Vipin Kumar

Assessing the Readability of Freely Available ICU Notes

Danny T.Y. Wu,Kevin Dufendach,Wu-Chen Su

Factors Affecting Electroconvulsive Therapy Ictal Outcomes: Duration and Postictal Suppression

Caleb Hodge,Cody Weston,Fatin Nahi,S. Mark Poler,Sharon Larson,Wei Dar Lu,Wendy Marie Ingram

A Method for Integrating Healthcare Provider Organization and Research Sponsor Systems and Workflows to Support Large-Scale Studies

Curtis L. Cole,Evan T. Sholle,Rainu Kaushal,Scott P. Turner,Sean T. Pompea,Thomas R. Campion

Machine Learning Approaches to Identify Nicknames from A Statewide Health Information Exchange

Shaun J. Grannis,Suranga N. Kasthurirathne

G-Computation and Hierarchical Models for Estimating Multiple Causal Effects From Observational Disease Registries With Irregular Visits

Amrita Mohan,Cristina Sampaio,Jianying Hu,Ying Li,Zach Shahn,Zhaonan Sun

Deep Patient Representation of Clinical Notes via Multi-Task Learning for Mortality Prediction

Kirk Roberts,Yuqi Si

Developing a Data-driven Medication Indication Knowledge Base using a Large Scale Medical Claims Database

Cao Xiao,Ying Li

Discovering major opioid-related research themes over time: A text mining technique

Yong-Mi Kim

Privacy-Preserving Collaborative Prediction using Random Forests

An electronic notification system for improving patient flow in the emergency department

Using Self Organizing Maps to Compare Sepsis Patients from the Neonatal and Adult Intensive Care Unit

On the Role of Question Summarization and Information Source Restriction in Consumer Health Question Answering

A Decade of Translational Bioinformatics: A Retrospective Analysis of “Year-in-Review” Presentations

Neural Networks for Clinical Order Decision Support

Classification of Pulmonary Nodular Findings based on Characterization of Change using Radiology Reports

Making sense of abbreviations in nursing notes: A case study on mortality prediction