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Research ArticleClinical Practice

Public Datasets: A Foundation to Artificial Intelligence in Health Care

Spencer Ferguson and Patricia M. Tille
American Society for Clinical Laboratory Science April 2024, 37 (2) 56-63; DOI: https://doi.org/10.29074/ascls.2024003254
Spencer Ferguson
University of Cincinnati
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Patricia M. Tille
University of Cincinnati
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Article Information

vol. 37 no. 2 56-63
DOI 
https://doi.org/10.29074/ascls.2024003254

Published By 
American Society for Clinical Laboratory Science
Print ISSN 
0894-959X
Online ISSN 
1945-3574
History 
  • Received August 25, 2024
  • Accepted September 10, 2024
  • Published online February 20, 2025.

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  • Latest version (December 20, 2024 - 05:38).
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© 2024 © 2024 The American Society for Clinical Laboratory Science American Society for Clinical Laboratory Science

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American Society for Clinical Laboratory Science: 37 (2)
American Society for Clinical Laboratory Science
Vol. 37, Issue 2
1 Apr 2024
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Public Datasets: A Foundation to Artificial Intelligence in Health Care
Spencer Ferguson, Patricia M. Tille
American Society for Clinical Laboratory Science Apr 2024, 37 (2) 56-63; DOI: 10.29074/ascls.2024003254

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Public Datasets: A Foundation to Artificial Intelligence in Health Care
Spencer Ferguson, Patricia M. Tille
American Society for Clinical Laboratory Science Apr 2024, 37 (2) 56-63; DOI: 10.29074/ascls.2024003254
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    • ABSTRACT
    • INTRODUCTION
    • BACKGROUND
    • OPEN DATA
    • LEGAL PROTECTION OF PHI AND PROMOTING INTEROPERABILITY
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Keywords

  • AI - artificial intelligence
  • CMS - Centers for Medicare and Medicaid Services
  • DL - deep learning
  • EHR - electronic health record
  • EU - European Union
  • HHS - Department of Health and Human Services
  • HIPAA - Health Insurance Portability and Accountability Act of 1996
  • HITECH - Health Information Technology for Economic and Clinical Health Act of 2009
  • IT - information technology
  • LLM - large language model
  • MACRA - Medicare Access and CHIP Reauthorization Act of 2015
  • ML - machine learning
  • NFDI - Nationale Forschungsda-teninfrastruktur
  • NLP - natural language processing
  • PHI - protected health information
  • PSQIA - Patient Safety and Quality Improvement Act of 2005
  • artificial intelligence
  • public databases
  • health care
  • laboratory diagnostics

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