Literature DB >> 33328054

Ethical limitations of algorithmic fairness solutions in health care machine learning.

Melissa D McCradden1, Shalmali Joshi2, Mjaye Mazwi3, James A Anderson4.   

Abstract

Year:  2020        PMID： 33328054     DOI： 10.1016/S2589-7500(20)30065-0

Source DB:  PubMed          Journal:  Lancet Digit Health        ISSN： 2589-7500


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  21 in total

1.  Association of Disparities in Family History and Family Cancer History in the Electronic Health Record With Sex, Race, Hispanic or Latino Ethnicity, and Language Preference in 2 Large US Health Care Systems.

Authors:  Daniel Chavez-Yenter; Melody S Goodman; Yuyu Chen; Xiangying Chu; Richard L Bradshaw; Rachelle Lorenz Chambers; Priscilla A Chan; Brianne M Daly; Michael Flynn; Amanda Gammon; Rachel Hess; Cecelia Kessler; Wendy K Kohlmann; Devin M Mann; Rachel Monahan; Sara Peel; Kensaku Kawamoto; Guilherme Del Fiol; Meenakshi Sigireddi; Saundra S Buys; Ophira Ginsburg; Kimberly A Kaphingst
Journal:  JAMA Netw Open       Date:  2022-10-03

Review 2.  Big data, machine learning, and population health: predicting cognitive outcomes in childhood.

Authors:  Andrea K Bowe; Gordon Lightbody; Anthony Staines; Deirdre M Murray
Journal:  Pediatr Res       Date:  2022-06-09       Impact factor: 3.953

Review 3.  Patient and public involvement to build trust in artificial intelligence: A framework, tools, and case studies.

Authors:  Soumya Banerjee; Phil Alsop; Linda Jones; Rudolf N Cardinal
Journal:  Patterns (N Y)       Date:  2022-06-10

4.  Machine Learning Approaches for Hospital Acquired Pressure Injuries: A Retrospective Study of Electronic Medical Records.

Authors:  Joshua J Levy; Jorge F Lima; Megan W Miller; Gary L Freed; A James O'Malley; Rebecca T Emeny
Journal:  Front Med Technol       Date:  2022-06-16

Review 5.  Artificial intelligence-enabled decision support in nephrology.

Authors:  Tyler J Loftus; Benjamin Shickel; Tezcan Ozrazgat-Baslanti; Yuanfang Ren; Benjamin S Glicksberg; Jie Cao; Karandeep Singh; Lili Chan; Girish N Nadkarni; Azra Bihorac
Journal:  Nat Rev Nephrol       Date:  2022-04-22       Impact factor: 42.439

6.  Trending in human ARTs: Jumping on the Artificial Intelligence and Machine Learning bandwagon.

Authors:  David F Albertini
Journal:  J Assist Reprod Genet       Date:  2021-07       Impact factor: 3.357

Review 7.  Review of study reporting guidelines for clinical studies using artificial intelligence in healthcare.

Authors:  Susan Cheng Shelmerdine; Owen J Arthurs; Alastair Denniston; Neil J Sebire
Journal:  BMJ Health Care Inform       Date:  2021-08

8.  An empirical characterization of fair machine learning for clinical risk prediction.

Authors:  Stephen R Pfohl; Agata Foryciarz; Nigam H Shah
Journal:  J Biomed Inform       Date:  2020-11-18       Impact factor: 6.317

9.  Effects of Neighborhood-level Data on Performance and Algorithmic Equity of a Model That Predicts 30-day Heart Failure Readmissions at an Urban Academic Medical Center.

Authors:  Gary E Weissman; Stephanie Teeple; Nwamaka D Eneanya; Rebecca A Hubbard; Shreya Kangovi
Journal:  J Card Fail       Date:  2021-05-26       Impact factor: 6.592

10.  An Agile Digital Platform to Support Population Health-A Case Study of a Digital Platform to Support Patients with Delirium Using IoT, NLP, and AI.

Authors:  Mohan R Tanniru; Nimit Agarwal; Amanda Sokan; Salim Hariri
Journal:  Int J Environ Res Public Health       Date:  2021-05-26       Impact factor: 3.390
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