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2502.06693
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Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium
10 February 2025
A. Adibi
Xu Cao
Zongliang Ji
Jivat Neet Kaur
Winston Chen
Elizabeth Healey
Brighton Nuwagira
Wenqian Ye
Geoffrey Woollard
Maxwell A. Xu
Hejie Cui
Johnny Xi
Trenton Chang
Vasiliki Bikia
Nicole Zhang
Ayush Noori
Yuan Xia
Md. Belal Hossain
Hanna A. Frank
Alina Peluso
Yuan Pu
Shannon Zejiang Shen
John Wu
Adibvafa Fallahpour
Sazan Mahbub
Ross Duncan
Yuwei Zhang
Yurui Cao
Zuheng Xu
Michael Craig
Rahul G. Krishnan
Rahmatollah Beheshti
James M. Rehg
Mohammad Ehsanul Karim
Megan Coffee
Leo Anthony Celi
Jason Alan Fries
Mohsen Sadatsafavi
Dennis L. Shung
Shannon McWeeney
Jessica Dafflon
Sarah Jabbour
OOD
VLM
AI4TS
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Papers citing
"Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium"
5 / 5 papers shown
Title
Assessing the Usability of GutGPT: A Simulation Study of an AI Clinical Decision Support System for Gastrointestinal Bleeding Risk
Colleen E Chan
Kisung You
Sunny Chung
Mauro Giuffré
Theo Saarinen
...
Loren Laine
Ambrose H. Wong
Rene F. Kizilcec
Jasjeet Sekhon
Dennis L. Shung
LM&MA
AI4MH
33
4
0
06 Dec 2023
Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models
Pengfei Li
Jianyi Yang
M. A. Islam
Shaolei Ren
124
127
0
06 Apr 2023
The frontier of simulation-based inference
Kyle Cranmer
Johann Brehmer
Gilles Louppe
AI4CE
58
834
0
04 Nov 2019
ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations
Ksenia Korovina
Sailun Xu
Kirthevasan Kandasamy
Willie Neiswanger
Barnabás Póczós
J. Schneider
Eric Xing
51
122
0
05 Aug 2019
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network
Jared Katzman
Uri Shaham
Jonathan Bates
A. Cloninger
Tingting Jiang
Y. Kluger
BDL
CML
OOD
166
1,243
0
02 Jun 2016
1