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Articles by
Alison Callahan
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
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
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
11 December 2022 by
Bigscience Workshop
and
others
Computation and Language
Considerations in the Reliability and Fairness Audits of Predictive Models for Advance Care Planning
12 September 2022 by
J. Lu
and
others
at
Stanford University School of Medicine
Health Informatics
Low adherence to existing model reporting guidelines by commonly used clinical prediction models
19 August 2022 by
J. Lu
and
others
at
Stanford University School of Medicine
Health Informatics
BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing
30 June 2022 by
Jason Alan Fries
and
others
Computation and Language
Using aggregate patient data at the bedside via an on-demand consultation service
15 September 2021 by
Andrew Callahan
and
others
at
Stanford University
Health Informatics
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
Measure what matters: counts of hospitalized patients are a better metric for health system capacity planning for a reopening
25 April 2020 by
Sanjay Kashyap
and
others
Public and Global Health
Medical device surveillance with electronic health records
3 April 2019 by
Alison Callahan
and
others
Computers and Society
,
Machine Learning
Ovopub: Modular data publication with minimal provenance
29 May 2013 by
Alison Callahan
and
Michel Dumontier
Digital Libraries