Program Schedule

S19: Oral Presentations - Digging Deep into Data: Deep Learning Applications

Speaker(s):

Session Chair: Shauna Overgaard, Mayo Clinic Speaker: Amelia Averitt, MPH MA PhD, Regeneron Genetics Center Speaker: Leslie Lenert, Medical University of South Carolina Speaker: Rohan Goli, MS, Clemson University Speaker: Qingyu Chen, NIH

Keyphrase Identification with a Limited Labeled Dataset Using Deep Active Learning and Domain Adaptation Speaker: Rohan Goli, MS, Clemson University

Primary Care Screening for Confidential Conditions in a Segmented Electronic Health Record: Application to Intimate Partner Violence Speaker: Leslie Lenert, Medical University of South Carolina

Deep learning automated diagnosis and quantitative classification of cataract type and severity: quantifying the effectiveness and usability of deep learning-assisted disease diagnosis models with 14 ophthalmologists and multi-center validations Speaker: Qingyu Chen, NIH

Deep Representational Clustering for Endotype Discovery Speaker: Amelia Averitt, MPH MA PhD, Regeneron Genetics Center