Literature DB >> 35475967

Bridging the AI Chasm: Can EBM Address Representation and Fairness in Clinical Machine Learning?

Nicole Martinez-Martin1, Mildred K Cho1,2.   

Abstract

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Mesh：

Year:  2022        PMID： 35475967      PMCID： PMC9337773          DOI： 10.1080/15265161.2022.2055212

Source DB:  PubMed          Journal:  Am J Bioeth        ISSN： 1526-5161            Impact factor:   14.676


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  9 in total

1.  Statistics in brief: how to assess bias in clinical studies?

Authors:  Jerome Lambert
Journal:  Clin Orthop Relat Res       Date:  2011-06       Impact factor: 4.176

Review 2.  Bias in research studies.

Authors:  Gregory T Sica
Journal:  Radiology       Date:  2006-03       Impact factor: 11.105

3.  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

4.  Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data.

Authors:  Milena A Gianfrancesco; Suzanne Tamang; Jinoos Yazdany; Gabriela Schmajuk
Journal:  JAMA Intern Med       Date:  2018-11-01       Impact factor: 21.873

5.  Mitigating Racial Bias in Machine Learning.

Authors:  Kristin M Kostick-Quenet; I Glenn Cohen; Sara Gerke; Bernard Lo; James Antaki; Faezah Movahedi; Hasna Njah; Lauren Schoen; Jerry E Estep; J S Blumenthal-Barby
Journal:  J Law Med Ethics       Date:  2022       Impact factor: 1.718

6.  Rising to the challenge of bias in health care AI.

Authors:  Mildred K Cho
Journal:  Nat Med       Date:  2021-12       Impact factor: 53.440

7.  How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals.

Authors:  Eric Wu; Kevin Wu; Roxana Daneshjou; David Ouyang; Daniel E Ho; James Zou
Journal:  Nat Med       Date:  2021-04       Impact factor: 53.440

8.  A Research Ethics Framework for the Clinical Translation of Healthcare Machine Learning.

Authors:  Melissa D McCradden; James A Anderson; Elizabeth A Stephenson; Erik Drysdale; Lauren Erdman; Anna Goldenberg; Randi Zlotnik Shaul
Journal:  Am J Bioeth       Date:  2022-01-20       Impact factor: 11.229

9.  The Critical Role of Racial/Ethnic Data Disaggregation for Health Equity.

Authors:  Tina J Kauh; Jen'nan Ghazal Read; A J Scheitler
Journal:  Popul Res Policy Rev       Date:  2021-01-08
  9 in total

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