Innovations and Applications in Machine Learning, Deep Learning, Forecasting, and Surveillance

Mon, Aug 7, 8:30 AM

William RuthChair

Section on Statistics in Epidemiology

7 Presentations

Addressing health disparities using multiply imputed injury surveillance data

8:35 AM - 8:50 AM

Yang Liu (Centers for Disease Control and Prevention)

Co-authors: Mark Stevens (CDC), Amy Wolkin

Estimation and forecasting methods for integer autoregressive processes

8:50 AM - 9:05 AM

Pashmeen Kaur

Co-authors: Peter Craigmile (The Ohio State University)

Introducing GutGPT: An AI Chatbot to Provide Interpretable and Context-Guided Risk Assessment for Patients with Gastrointestinal Bleeding

9:05 AM - 9:20 AM

Colleen Chan (Yale University)

Co-authors: Theo Saarinen (University of California, Berkeley), Shinpei Nakamura-Sakai, Matthew Shen (University of California, Berkeley), Mauro Giuffre (Yale School of Medicine), Kisung You (Yale University), Dennis Shung (Yale School of Medicine), Jasjeet Sekhon

Modelling Mortality in Paediatric Intensive Care Units: One Size May Not Fit All

9:20 AM - 9:35 AM

MariaVittoria Chiaruttini

Co-authors: Rosanna Irene Comoretto (Department of Sciences of Public Health and Pediatrics, Univerity of Turin, Italy), Angela Amigoni (Pediatric Intensive Care Unit, University Hospital of Padova), Andrea Michele Wolfler (Department of Anaesthesia, Gaslini Hospital), Dario Gregori (University of Padova)

WITHDRAWN Robust angle-based transfer learning in high dimensions

9:35 AM - 9:50 AM

Co-authors: Tian Gu (Columbia University), Yi Han (Harvard T.H. Chan School of Public Health), Rui Duan

Transfer-learning promotes identification of credible causal genetic variants in breast cancer

9:50 AM - 10:05 AM

Qing Li (University of Calgary)

Co-authors: Jun Yan (University of Calgary), Xingyi Guo (Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center), Quan Long (University of Calgary)

´Low-Dose Radiation Risk Prediction of Solid Tumor with Deep Learning

10:05 AM - 10:20 AM

Zhenqiu Liu

Session participants

Michelle Shardell (Institute for Genome Sciences, University of Maryland School of Medicine)

Participant