Tristan Naumann
发表
Xiaoyu Li,
Yuan Luo,
Zexian Zeng,
2018,
IEEE/ACM Transactions on Computational Biology and Bioinformatics.
Tristan Naumann,
Shems Saleh,
William Boag,
2020,
MLHC.
Anna Rumshisky,
Peter Szolovits,
Saurabh Kulshreshtha,
2018,
ArXiv.
Peter Szolovits,
Marzyeh Ghassemi,
Harini Suresh,
2018,
AAAI.
Anna Goldenberg,
Michael C. Hughes,
Marzyeh Ghassemi,
2019
.
Tristan Naumann,
2018
.
Peter Szolovits,
Tristan Naumann,
Willie Boag,
2018,
AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.
Marzyeh Ghassemi,
Rohit Joshi,
Tristan Naumann,
2013,
AMIA.
Xiaodong Liu,
Jianfeng Gao,
Hao Cheng,
2020,
ArXiv.
Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation
pdf
Marzyeh Ghassemi,
Anna Goldenberg,
Michael C. Hughes,
2018,
ArXiv.
Tristan Naumann,
Ikaro Silva,
Tristan Naumann,
2014,
Computing in Cardiology 2014.
Leo Anthony Celi,
Tristan Naumann,
Robert Montgomery,
2016,
Journal of medical Internet research.
Anna Rumshisky,
Peter Szolovits,
Finale Doshi-Velez,
2014,
KDD.
Marzyeh Ghassemi,
Leo Anthony Celi,
David J Stone,
2015,
JMIR medical informatics.
Peter Szolovits,
Tristan Naumann,
Willie Boag,
2018,
ArXiv.
Peter Szolovits,
John V. Guttag,
Tristan Naumann,
2017,
KDD.
John V. Guttag,
Tristan Naumann,
Tom J. Pollard,
2018,
ArXiv.
Jekaterina Novikova,
Marzyeh Ghassemi,
Tristan Naumann,
2019,
ML4H@NeurIPS.
Anna Rumshisky,
Tristan Naumann,
William Boag,
2015
.
Wei-Hung Weng,
Di Jin,
Tristan Naumann,
2019,
Proceedings of the 2nd Clinical Natural Language Processing Workshop.
Irene Chen,
Marzyeh Ghassemi,
Alexandre Yahi,
2018,
ArXiv.
Alistair E. W. Johnson,
Tristan Naumann,
Tom J. Pollard,
2018,
ArXiv.
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks
pdf
Anna Goldenberg,
Michael C. Hughes,
Marzyeh Ghassemi,
2019,
MLHC.
Marzyeh Ghassemi,
Michael C. Hughes,
Tristan Naumann,
2019,
CHIL.
Peter Szolovits,
David A. Clifton,
Marzyeh Ghassemi,
2015,
AAAI.
Marzyeh Ghassemi,
Leo Anthony Celi,
David J Stone,
2015,
JMIR medical informatics.
Eric Horvitz,
Yu Wang,
Hoifung Poon,
2021,
KDD.
Hao Cheng,
Hoifung Poon,
Tristan Naumann,
2021,
ArXiv.
Hao Cheng,
Hoifung Poon,
Tristan Naumann,
2021,
Patterns.
Xiaodong Liu,
Jianfeng Gao,
Hao Cheng,
2020,
ACM Trans. Comput. Heal..
Hoifung Poon,
Tristan Naumann,
Naoto Usuyama,
2021,
EMNLP.
Leo Anthony Celi,
Mengling Feng,
Tristan Naumann,
2016,
Science Translational Medicine.
Andrew L. Beam,
Marzyeh Ghassemi,
Peter Schulam,
2019,
The Lancet. Digital health.