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Michael Wornow
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7
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs
9 December 2024 by
Michael Wornow
and
others
Machine Learning
,
Artificial Intelligence
meds_reader: A fast and efficient EHR processing library
15 November 2024 by
Ethan Steinberg
and
others
Machine Learning
,
Databases
WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks
11 October 2024 by
Michael Wornow
and
others
Artificial Intelligence
,
Machine Learning
Automating the Enterprise with Foundation Models
3 May 2024 by
Michael Wornow
and
others
Software Engineering
,
Artificial Intelligence
Zero-Shot Clinical Trial Patient Matching with LLMs
10 April 2024 by
Michael Wornow
and
others
Computation and Language
,
Artificial Intelligence
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium
5 April 2024 by
Hyewon Jeong
and
others
Machine Learning
Standing on FURM ground -- A framework for evaluating Fair, Useful, and Reliable AI Models in healthcare systems
14 March 2024 by
Alison Callahan
and
others
Computers and Society
,
Artificial Intelligence
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
11 December 2023 by
Michael Wornow
and
others
Machine Learning
,
Artificial Intelligence
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
14 November 2023 by
Eric Nguyen
and
others
at
Université de Montréal
Machine Learning
,
Genomics
The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs
24 March 2023 by
Michael Wornow
and
others
Machine Learning
,
Artificial Intelligence
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Artificial Intelligence
Machine Learning
Computation and Language
Software Engineering
Computers and Society
Genomics