Literature DB >> 28727867

Unintended Consequences of Machine Learning in Medicine.

Federico Cabitza1,2, Raffaele Rasoini3, Gian Franco Gensini3.   

Abstract

Mesh：

Year:  2017        PMID： 28727867     DOI： 10.1001/jama.2017.7797

Source DB:  PubMed          Journal:  JAMA        ISSN： 0098-7484            Impact factor:   56.272


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  146 in total

1.  Clinician Perception of a Machine Learning-Based Early Warning System Designed to Predict Severe Sepsis and Septic Shock.

Authors:  Jennifer C Ginestra; Heather M Giannini; William D Schweickert; Laurie Meadows; Michael J Lynch; Kimberly Pavan; Corey J Chivers; Michael Draugelis; Patrick J Donnelly; Barry D Fuchs; Craig A Umscheid
Journal:  Crit Care Med       Date:  2019-11       Impact factor: 7.598

2.  Ensuring Fairness in Machine Learning to Advance Health Equity.

Authors:  Alvin Rajkomar; Michaela Hardt; Michael D Howell; Greg Corrado; Marshall H Chin
Journal:  Ann Intern Med       Date:  2018-12-04       Impact factor: 25.391

3.  Predicting Suicide Attempts and Suicide Deaths Following Outpatient Visits Using Electronic Health Records.

Authors:  Gregory E Simon; Eric Johnson; Jean M Lawrence; Rebecca C Rossom; Brian Ahmedani; Frances L Lynch; Arne Beck; Beth Waitzfelder; Rebecca Ziebell; Robert B Penfold; Susan M Shortreed
Journal:  Am J Psychiatry       Date:  2018-05-24       Impact factor: 18.112

4.  Health informatics and health equity: improving our reach and impact.

Authors:  Tiffany C Veinot; Jessica S Ancker; Suzanne Bakken
Journal:  J Am Med Inform Assoc       Date:  2019-08-01       Impact factor: 4.497

5.  The right to refuse diagnostics and treatment planning by artificial intelligence.

Authors:  Thomas Ploug; Søren Holm
Journal:  Med Health Care Philos       Date:  2020-03

Review 6.  Machine learning concepts, concerns and opportunities for a pediatric radiologist.

Authors:  Michael M Moore; Einat Slonimsky; Aaron D Long; Raymond W Sze; Ramesh S Iyer
Journal:  Pediatr Radiol       Date:  2019-03-29

7.  Deskilling in ophthalmology is the inevitable controllable?

Authors:  Jaime Levy; Alan Jotkowitz; Itay Chowers
Journal:  Eye (Lond)       Date:  2018-10-24       Impact factor: 3.775

Review 8.  Artificial intelligence in personalized cardiovascular medicine and cardiovascular imaging.

Authors:  Ikram-Ul Haq; Iqraa Haq; Bo Xu
Journal:  Cardiovasc Diagn Ther       Date:  2021-06

9.  Capturing Clinician Reasoning in Electronic Health Records: An Exploratory Study of Under-Treated Essential Hypertension.

Authors:  James J Cimino; Heather D Martin; Tiago K Colicchio
Journal:  AMIA Annu Symp Proc       Date:  2021-01-25

10.  A content analysis of the views of genetics professionals on race, ancestry, and genetics.

Authors:  Sarah C Nelson; Joon-Ho Yu; Jennifer K Wagner; Tanya M Harrell; Charmaine D Royal; Michael J Bamshad
Journal:  AJOB Empir Bioeth       Date:  2019-01-04
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