AMIA 2020 Informatics Summit - Tagged with Keywords>Machine Learning And Predictive Modeling

Oral Presentations

A Comparative Analysis of Speed and Accuracy for Three Off-the-Shelf De-Identification Tools

12:59 PM–1:21 PM Mar 23, 2020 (America - Chicago)

Virtual

Paul HeiderSenior NLP Research Scientist atMedical University of South Carolina

Oral Presentations

A Study of Allergen Extraction from Electronic Health Record Narratives

3:12 PM–3:30 PM Mar 23, 2020 (America - Chicago)

Virtual

Youngjun KimMedical University of South Carolina

Oral Presentations

BRret: Retrieval of Brain Research Related Literature

3:45 PM–4:03 PM Mar 25, 2020 (America - Chicago)

Virtual

Mohammad AnaniMontana State University

Oral Presentations

Chemical Entity Recognition for MEDLINE Indexing

4:39 PM–4:57 PM Mar 23, 2020 (America - Chicago)

Virtual

Max SaveryPostbaccalaureate IRTA Fellow atNational Institutes of Health

Oral Presentations

Combination of MRI Sequences Predicts Cellular Density in Glioma

3:12 PM–3:30 PM Mar 25, 2020 (America - Chicago)

Virtual

Evan GatesUniversity of Texas MD Anderson Cancer Center

Oral Presentations

Deep Neural Networks Ensemble for Detecting Tweets Mentioning Medications

1:09 PM–1:27 PM Mar 25, 2020 (America - Chicago)

Virtual

Davy WeissenbacherInstitute for Biomedical Informatics, University of Pennsylvania

Oral Presentations

Estimating the Utility of Using a Predictive Model for Optimizing Advanced Care Planning

4:03 PM–4:21 PM Mar 23, 2020 (America - Chicago)

Virtual

sehj kashyapStanford School of Medicine

Oral Presentations

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

3:12 PM–3:30 PM Mar 24, 2020 (America - Chicago)

Virtual

Suraj RajendranBioinformatics Intern atGeorgia Institute of Technology

Oral Presentations

Generalization of Machine Learning Approaches to Identify Notifiable Conditions from a Statewide Health Information Exchange

2:54 PM–3:12 PM Mar 23, 2020 (America - Chicago)

Virtual

Gregory DexterCenter for Biomedical Informatics Regenstrief Institute

Oral Presentations

GenomeForest: An Ensemble Machine Learning Classifier for Endometriosis

12:33 PM–12:51 PM Mar 24, 2020 (America - Chicago)

Virtual

Sadia AkterPostdoctoral Fellow atUniversity of Missouri

Oral Presentations

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 (America - Chicago)

Virtual

Joseph FutomaHarvard University

Oral Presentations

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

1:27 PM–1:45 PM Mar 24, 2020 (America - Chicago)

Virtual

Danilo PenaUT Health Science Center at Houston

Oral Presentations

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

2:18 PM–2:36 PM Mar 24, 2020 (America - Chicago)

Virtual

Braja PatraResearch Associate atWeill Cornell Medicine

Oral Presentations

Mining Twitter to Assess the Determinants of Health Behavior towards Palliative Care in the United States

4:39 PM–4:57 PM Mar 25, 2020 (America - Chicago)

Virtual

Yunpeng ZhaoUniversity of Florida

Oral Presentations

Modeling Asthma Exacerbations from Electronic Health Records

2:00 PM–2:18 PM Mar 23, 2020 (America - Chicago)

Virtual

Mark CravenProfessor atUniversity of Wisconsin

Oral Presentations

Normalizing Adverse Events using Recurrent Neural Networks with Attention

12:33 PM–12:51 PM Mar 25, 2020 (America - Chicago)

Virtual

Kahyun LeePhD Student atGeorge Mason University

Oral Presentations

Patient Representation Transfer Learning from Clinical Notes based on Hierarchical Attention Network

1:27 PM–1:45 PM Mar 25, 2020 (America - Chicago)

Virtual

Yuqi SiUniversity of Texas Health Science Center at Houston (UTHealth) School of BMI

Oral Presentations

Predicting colorectal polyp recurrence using time-to-event analysis of medical records

2:36 PM–2:54 PM Mar 23, 2020 (America - Chicago)

Virtual

Lia HarringtonDartmouth College

Oral Presentations

Predicting Polypharmacy Side-effects Using Knowledge Graph Embeddings

11:44 AM–12:06 PM Mar 26, 2020 (America - Chicago)

Virtual

Sameh MohamedResearch Assistant atInsight Centre for Data Analytics

Oral Presentations

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 (America - Chicago)

Virtual

Salaar LiaqatComputer Science, University of Toronto