AMIA 2017 Annual Symposium - Session Details

Oral Presentations

S24: Oral Presentation - Clinically Meaningful Clustering

10:30 AM–12:00 PM Nov 6, 2017

Presenter (4)

Hossein Estiri

Harvard Medical School

Dr. Pei-Yun Sabrina Hsueh

Research Staff MemberIBM Research

Dae Hyun Lee

PhD Graduate StudentUniversity of Washington, Biomedical & Health Informatics

Che Ngufor

Mayo Clinic

Session Chair (1)

Samir Abdelrahman

ProfessorUniversity of Utah

Sub-Sessions

Oral Presentations

Applying unsupervised learning to characterize rare observations in clinical data: the DQe-p tool

10:30 AM–10:48 AM Nov 6, 2017

Hossein EstiriHarvard Medical School

Oral Presentations

Interpretable Clustering for Prototypical Patient Understanding: A Case Study of Hypertension and Depression Subgroup Behavioral Profiling in National Health and Nutrition Examination Survey Data

10:48 AM–11:06 AM Nov 6, 2017

Dr. Pei-Yun Sabrina HsuehResearch Staff Member atIBM Research

Oral Presentations

Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest Clustering

11:06 AM–11:24 AM Nov 6, 2017

Che NguforMayo Clinic

Oral Presentations

Clustering Vital Sign Observations Using Unsupervised Random Forest

11:24 AM–11:42 AM Nov 6, 2017

Dae Hyun LeePhD Graduate Student atUniversity of Washington, Biomedical & Health Informatics

Oral Presentations

Identification of Clinically Meaningful Clusters of Multi-morbidity in a National Cohort of Adults Using Unsupervised Learning

11:42 AM–12:00 PM Nov 6, 2017

Che NguforMayo Clinic

Tags

Of Interest To Evaluation Working Group

,

Of Interest To Knowledge Discovery And Data Mining Working Group