Preetish Rath

Joined

January 2022

Names

Preetish Rath (Preferred)

Emails

****@tufts.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science , Tufts University (tufts.edu)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Michael C Hughes

2019 – 2024

Coworker

Michael Wojnowicz

2020 – 2023

Expertise

Deep Learning

Present

Time Series

Present

Clinical Machine Learning

Present

Publications

Discovering group dynamics in coordinated time series via hierarchical recurrent switching-state models
Michael Wojnowicz, Kaitlin Gili, Preetish Rath, Eric Miller, Jeffrey W. Miller, Clifford Lee Hancock, Meghan O'Donovan, Seth Elkin-Frankston, Tad Brunye, Michael C Hughes
- Accepted by TMLR
- Readers: Everyone
Semi-supervised Ordinal Regression via Cumulative Link Models for Predicting In-Hospital Length-of-Stay
Alexander Arjun Lobo, Preetish Rath, Michael C Hughes
- IMLH 2023 PosterShortPaper
- Readers: Everyone
Prediction-Constrained Markov Models for Medical Time Series with Missing Data and Few Labels
Preetish Rath, Gabriel Hope, Kyle Heuton, Erik B. Sudderth, Michael C Hughes
- Published: 02 Dec 2022, Last Modified: 05 May 2023
- TS4H Spotlight
- Readers: Everyone

Co-Authors