Literature DB >> 32853146

FDA Regulation of Predictive Clinical Decision-Support Tools: What Does It Mean for Hospitals?

Gary E Weissman1.   

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Year:  2021        PMID： 32853146      PMCID： PMC8025589          DOI： 10.12788/jhm.3450

Source DB:  PubMed          Journal:  J Hosp Med        ISSN： 1553-5592            Impact factor:   2.960


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  8 in total

1.  The Role of the FDA in Ensuring the Safety and Efficacy of Artificial Intelligence Software and Devices.

Authors:  Bibb Allen
Journal:  J Am Coll Radiol       Date:  2018-10-30       Impact factor: 5.532

2.  Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs.

Authors:  Varun Gulshan; Lily Peng; Marc Coram; Martin C Stumpe; Derek Wu; Arunachalam Narayanaswamy; Subhashini Venugopalan; Kasumi Widner; Tom Madams; Jorge Cuadros; Ramasamy Kim; Rajiv Raman; Philip C Nelson; Jessica L Mega; Dale R Webster
Journal:  JAMA       Date:  2016-12-13       Impact factor: 56.272

3.  A governance model for the application of AI in health care.

Authors:  Sandeep Reddy; Sonia Allan; Simon Coghlan; Paul Cooper
Journal:  J Am Med Inform Assoc       Date:  2020-03-01       Impact factor: 4.497

4.  Dissecting racial bias in an algorithm used to manage the health of populations.

Authors:  Ziad Obermeyer; Brian Powers; Christine Vogeli; Sendhil Mullainathan
Journal:  Science       Date:  2019-10-25       Impact factor: 47.728

Review 5.  Early warning system scores for clinical deterioration in hospitalized patients: a systematic review.

Authors:  M E Beth Smith; Joseph C Chiovaro; Maya O'Neil; Devan Kansagara; Ana R Quiñones; Michele Freeman; Makalapua L Motu'apuaka; Christopher G Slatore
Journal:  Ann Am Thorac Soc       Date:  2014-11

6.  Evaluation of Machine-Learning Algorithms for Predicting Opioid Overdose Risk Among Medicare Beneficiaries With Opioid Prescriptions.

Authors:  Wei-Hsuan Lo-Ciganic; James L Huang; Hao H Zhang; Jeremy C Weiss; Yonghui Wu; C Kent Kwoh; Julie M Donohue; Gerald Cochran; Adam J Gordon; Daniel C Malone; Courtney C Kuza; Walid F Gellad
Journal:  JAMA Netw Open       Date:  2019-03-01

7.  Pivotal trial of an autonomous AI-based diagnostic system for detection of diabetic retinopathy in primary care offices.

Authors:  Michael D Abràmoff; Philip T Lavin; Michele Birch; Nilay Shah; James C Folk
Journal:  NPJ Digit Med       Date:  2018-08-28

Review 8.  An overview of clinical decision support systems: benefits, risks, and strategies for success.

Authors:  Reed T Sutton; David Pincock; Daniel C Baumgart; Daniel C Sadowski; Richard N Fedorak; Karen I Kroeker
Journal:  NPJ Digit Med       Date:  2020-02-06
  8 in total
  3 in total

Review 1.  Expectations for Artificial Intelligence (AI) in Psychiatry.

Authors:  Scott Monteith; Tasha Glenn; John Geddes; Peter C Whybrow; Eric Achtyes; Michael Bauer
Journal:  Curr Psychiatry Rep       Date:  2022-10-10       Impact factor: 8.081

Review 2.  Algorithmic prognostication in critical care: a promising but unproven technology for supporting difficult decisions.

Authors:  Gary E Weissman; Vincent X Liu
Journal:  Curr Opin Crit Care       Date:  2021-10-01       Impact factor: 3.359

3.  A Bold First Toe into the Uncharted Waters of Evaluating Proprietary Clinical Prediction Models.

Authors:  Gary E Weissman
Journal:  Ann Am Thorac Soc       Date:  2021-07
  3 in total

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