Diagnosis Prevalence vs. Efficacy in Machine-learning Based Diagnostic Decision Support
Sequence-based Retrieval of Potential Targets for Off-target Toxicity in Cancer Immunotherapy
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
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
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
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
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
Predicting Cancer Rates Based on Radon and Smoking Levels Using Machine Learning
Computer Psychiatric Interview Productivity and Transcription Load Effects
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
Clinical Phenotyping Using Semantic Knowledge Graphs
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
CrosstalkDEATHDB: a visualization platform of molecular interactions for cell death modes
Lessons learned when modeling discharge summaries using Fast Healthcare Interoperability Resources
A Learning Data Cycle: Information Powering Prediction
A Novel Use of Bar Code Medication Administration Data to Examine Inpatient Nursing Processes
Deep learning approach to predict brain metastases development in lung cancer patients from EHR data
Natural Language Processing of Psychiatric Clinical Notes
Prediction of Drug Metabolism Using Graph Convolutional Neural Networks
Evaluating Clinical Guidelines Using Regression Discontinuity Design
An Algorithm for Frailty Assessment Using the Omaha System
Comprehensive Integration of public omics data and metadata enable target discovery
Reorganizing Emergency Department Information Systems to Reduce Physician Cognitive Load
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
Characterizing Electrocardiograms of Severe Hypoglycemia using K-Means based Clustering
Descriptive Analysis of an Internal Medicine Residency Recruitment Website
Machine Learning-Aided Drug Repurposing in Diffuse Intrinsic Pontine Glioma
Inferring Cell-type-specific rhythmicity in the Mouse Circadian Transcriptome
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
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
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?
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
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
Data Driven Approach to Improve Inpatient Diabetes Care
Cloud services for patient cohort identification using I2b2
Application of Rule-Based Data Quality Monitoring for Secondary Use of Healthcare Data
Improving Species Recognition for Gene Normalization
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
Process in Statin-induced Myopathy: A Multistate Model
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