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Michael Wornow
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 10
Top Topics
Short Range
Machine Learning
Disease Genes
Interactive Image Segmentation
Top Venues
CoRR
NeurIPS
ICLR
npj Digit. Medicine
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Publications
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Michael Wornow
,
Alejandro Lozano
,
Dev Dash
,
Jenelle A. Jindal
,
Kenneth W. Mahaffey
,
Nigam H. Shah
Zero-Shot Clinical Trial Patient Matching with LLMs.
CoRR
(2024)
Michael Wornow
,
Rahul Thapa
,
Ethan Steinberg
,
Jason A. Fries
,
Nigam Shah
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models.
NeurIPS
(2023)
Michael Wornow
,
Yizhe Xu
,
Rahul Thapa
,
Birju S. Patel
,
Ethan Steinberg
,
Scott L. Fleming
,
Michael A. Pfeffer
,
Jason A. Fries
,
Nigam H. Shah
The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs.
CoRR
(2023)
Eric Nguyen
,
Michael Poli
,
Marjan Faizi
,
Armin W. Thomas
,
Callum Birch-Sykes
,
Michael Wornow
,
Aman Patel
,
Clayton M. Rabideau
,
Stefano Massaroli
,
Yoshua Bengio
,
Stefano Ermon
,
Stephen A. Baccus
,
Christopher Ré
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution.
CoRR
(2023)
Eric Nguyen
,
Michael Poli
,
Marjan Faizi
,
Armin W. Thomas
,
Michael Wornow
,
Callum Birch-Sykes
,
Stefano Massaroli
,
Aman Patel
,
Clayton M. Rabideau
,
Yoshua Bengio
,
Stefano Ermon
,
Christopher Ré
,
Stephen Baccus
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution.
NeurIPS
(2023)
Michael Wornow
,
Elsie Gyang Ross
,
Alison Callahan
,
Nigam H. Shah
APLUS: A Python library for usefulness simulations of machine learning models in healthcare.
J. Biomed. Informatics
139 (2023)
Michael Wornow
,
Yizhe Xu
,
Rahul Thapa
,
Birju S. Patel
,
Ethan Steinberg
,
Scott L. Fleming
,
Michael A. Pfeffer
,
Jason Alan Fries
,
Nigam H. Shah
The shaky foundations of large language models and foundation models for electronic health records.
npj Digit. Medicine
6 (2023)
Michael Wornow
,
Rahul Thapa
,
Ethan Steinberg
,
Jason A. Fries
,
Nigam Shah
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models.
CoRR
(2023)
Tianyun Liu
,
Shiyin Wang
,
Michael Wornow
,
Russ B. Altman
Construction of disease-specific cytokine profiles by associating disease genes with immune responses.
PLoS Comput. Biol.
18 (4) (2022)
Sarah M. Hooper
,
Michael Wornow
,
Ying Hang Seah
,
Peter Kellman
,
Hui Xue
,
Frederic Sala
,
Curtis P. Langlotz
,
Christopher Ré
Cut out the annotator, keep the cutout: better segmentation with weak supervision.
ICLR
(2021)