VS04: Complex Disease Investigations

12:15 PM–1:45 PM Mar 24, 2020

GenomeForest: An Ensemble Machine Learning Classifier for Endometriosis

12:33 PM–12:51 PM Mar 24, 2020

Identifying Distinct, Effective Treatments for Acute Hypotension with SODA-RL: Safely Optimized Diverse Accurate Reinforcement Learning

12:51 PM–1:09 PM Mar 24, 2020

Developing a FHIR-based Framework for Phenome Wide Association Studies: A Case Study with A Pan-Cancer Cohort

1:09 PM–1:27 PM Mar 24, 2020

Identifying genetic markers associated with Alzheimer’s Disease progression through image phenotyping

1:27 PM–1:45 PM Mar 24, 2020

Comparing Concept Normalization Accuracy and Speed for Medical Problems and Medication Allergies

2:00 PM–2:18 PM Mar 24, 2020

VS05: NLP: Information Extraction

2:00 PM–3:30 PM Mar 24, 2020

Mental Health Severity Detection from Psychological Forum Data using Domain-Specific Unlabelled Data

2:18 PM–2:36 PM Mar 24, 2020

Mining Misdiagnosis Patterns from Biomedical Literature

2:36 PM–2:54 PM Mar 24, 2020

Spatial Relation Extraction from Radiology Reports using Syntax-Aware Word Representations

2:54 PM–3:12 PM Mar 24, 2020

Extracting smoking status from electronic health records using NLP and deep learning

3:12 PM–3:30 PM Mar 24, 2020

Toward a More Accurate Accrual to Clinical Trials: Joint Cohort Discovery Using Bloom Filters and Homomorphic Encryption

3:45 PM–4:03 PM Mar 24, 2020

VS06: Infrastructure for Electronic Patient Data

3:45 PM–5:15 PM Mar 24, 2020

The Feasibility of Garbled Circuits for Cross-Site Clinical Data Analytics

4:03 PM–4:21 PM Mar 24, 2020

Integrating Electronic Health Record Data into the ADEpedia-on-OHDSI Platform for Improved Signal Detection: A Case Study of Immune-related Adverse Events

4:21 PM–4:39 PM Mar 24, 2020

The National VA Data Commons Pilot: Principles and Early Results

4:39 PM–4:57 PM Mar 24, 2020

Is my SMART on FHIR app ready for prime time? A review guideline for building and evaluating apps from proof of concept to production

4:57 PM–5:15 PM Mar 24, 2020

Sharing is Caring: Exploring machine learning-enabled methods for regional medical imaging exchange using procedure metadata

12:15 PM–12:33 PM Mar 25, 2020

VS07: Deep Learning

12:15 PM–1:45 PM Mar 25, 2020

Normalizing Adverse Events using Recurrent Neural Networks with Attention

12:33 PM–12:51 PM Mar 25, 2020