OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Dennis L. Shung
Associate Professor, Mayo Clinic
Joined
May 2021
Names
Dennis L. Shung
(Preferred)
,
Dennis Shung
Emails
****@yale.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@mayo.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
ORCID
Career & Education History
Associate Professor
Mayo Clinic
(mayo.edu)
2026
–
Present
Assistant Professor
Yale University
(yale.edu)
2022
–
2025
Advisors, Relations & Conflicts
No relations added
Expertise
generative artificial intelligence
2024
–
Present
deep learning
2020
–
Present
outcomes research
2018
–
Present
healthcare
2014
–
Present
Publications
LAMP: Extracting Local Decision Surfaces From Large Language Models
Ryan Chen
,
Youngmin Ko
,
Catherine Cho
,
Zeyu Zhang
,
Mauro Giuffrè
,
Sunny Chung
,
Dennis Shung
,
Bradly C. Stadie
AISTATS 2026 Spotlight
Readers:
Everyone
Trajectory Flow Matching with Applications to Clinical Time Series Modelling
Xi Zhang
,
Yuan Pu
,
Yuki Kawamura
,
Andrew Loza
,
Yoshua Bengio
,
Dennis Shung
,
Alexander Tong
NeurIPS 2024 spotlight
Readers:
Everyone
Enhancing Collaborative Medical Outcomes through Private Synthetic Hypercube Augmentation: PriSHA
Shinpei Nakamura Sakai
,
Dennis Shung
,
Jasjeet S Sekhon
AAAI 2024 SSS on Clinical FMs
Readers:
Everyone
Auditing for Human Expertise
Rohan Alur
,
Loren Laine
,
Darrick Li
,
Manish Raghavan
,
Devavrat Shah
,
Dennis Shung
IMLH 2023 Poster
Readers:
Everyone
Auditing for Human Expertise
Rohan Alur
,
Loren Laine
,
Darrick K Li
,
Manish Raghavan
,
Devavrat Shah
,
Dennis Shung
NeurIPS 2023 spotlight
Readers:
Everyone
Neural network predicts need for red blood cell transfusion for patients with acute gastrointestinal bleeding admitted to the intensive care unit
Dennis Shung
,
Jessie Huang
,
egbert castro
,
J. Kenneth Tay
,
Michael Simonov
,
Loren Laine
,
Smita Krishnaswamy
16 Jun 2021 (modified: 16 Jun 2021)
OpenReview Archive Direct Upload
Readers:
Everyone
Co-Authors
Alexander Tong
Andrew Loza
Bradly C. Stadie
Catherine Cho
Darrick K Li
Darrick Li
Devavrat Shah
J. Kenneth Tay
Jasjeet S Sekhon
Jessie Huang
Loren Laine
Manish Raghavan
Mauro Giuffrè
Michael Simonov
Rohan Alur
Ryan Chen
Shinpei Nakamura Sakai
Smita Krishnaswamy
Sunny Chung
Xi Zhang
Yoshua Bengio
Youngmin Ko
Yuan Pu
Yuki Kawamura
Zeyu Zhang
View all 26 co-authors