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Jason A. Fries
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7
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
24 December 2023 by
Scott Fleming
and
others
Computation and Language
,
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
INSPECT: A Multimodal Dataset for Pulmonary Embolism Diagnosis and Prognosis
17 November 2023 by
Shih-Cheng Huang
and
others
Machine Learning
,
Artificial Intelligence
Language Models in the Loop: Incorporating Prompting into Weak Supervision
4 May 2022 by
Ryan Smith
and
others
Machine Learning
,
Computation and Language
Ontology-driven weak supervision for clinical entity classification in electronic health records
6 April 2021 by
Jason Fries
and
others
Computation and Language
,
Machine Learning
Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data
12 May 2020 by
Ethan Steinberg
and
others
Computation and Language
,
Machine Learning
Medical device surveillance with electronic health records
3 April 2019 by
Alison Callahan
and
others
Computers and Society
,
Machine Learning
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Machine Learning
Computation and Language
Artificial Intelligence
Computer Vision and Pattern Recognition
Image and Video Processing
Computers and Society