Addressing Bias in Artificial Intelligence in Health Care

被引：387

作者：

Parikh, Ravi B. ^{[1
,2
]}

Teeple, Stephanie ^{[1
]}

Navathe, Amol S. ^{[1
,2
]}

机构：

[1] Univ Penn, Perelman Sch Med, 423 Guardian Dr,Blockley 1102, Philadelphia, PA 19104 USA

[2] Corporal Michael J Crescenz VA Med Ctr, Philadelphia, PA USA

来源：

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION | 2019年 / 322卷 / 24期

关键词：

WOMEN;

D O I：

10.1001/jama.2019.18058

中图分类号：

R5 [内科学];

学科分类号：

1002 ; 100201 ;

摘要：

引用

页码：2377 / 2378

页数：2

共 8 条

[1] Biases in electronic health record data due to processes within the healthcare system: retrospective observational study [J].

Agniel, Denis ;

Kohane, Isaac S. ;

Weber, Griffin M. .

BMJ-BRITISH MEDICAL JOURNAL, 2018, 361

[2] Symptom presentation of women with acute coronary syndromes - Myth vs reality [J].

Canto, John G. ;

Goldberg, Robert J. ;

Hand, Mary M. ;

Bonow, Robert O. ;

Sopko, George ;

Pepine, Carl J. ;

Long, Terry .

ARCHIVES OF INTERNAL MEDICINE, 2007, 167 (22) :2405-2413

[3]

Chen Irene Y, 2019, AMA J Ethics, V21, pE167, DOI 10.1001/amajethics.2019.167

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

Gianfrancesco, Milena A. ;

Tamang, Suzanne ;

Yazdany, Jinoos ;

Schmajuk, Gabriela .

JAMA INTERNAL MEDICINE, 2018, 178 (11) :1544-1547

[5] Race/Ethnic Differences in the Associations of the Framingham Risk Factors with Carotid IMT and Cardiovascular Events [J].

Gijsberts, Crystel M. ;

Groenewegen, Karlijn A. ;

Hoefer, Imo E. ;

Eijkemans, Marinus J. C. ;

Asselbergs, Folkert W. ;

Anderson, Todd J. ;

Britton, Annie R. ;

Dekker, Jacqueline M. ;

Engstrom, Gunnar ;

Evans, Greg W. ;

de Graaf, Jacqueline ;

Grobbee, Diederick E. ;

Hedblad, Bo ;

Holewijn, Suzanne ;

Ikeda, Ai ;

Kitagawa, Kazuo ;

Kitamura, Akihiko ;

de Kleijn, Dominique P. V. ;

Lonn, Eva M. ;

Lorenz, Matthias W. ;

Mathiesen, Ellisiv B. ;

Nijpels, Giel ;

Okazaki, Shuhei ;

O'Leary, Daniel H. ;

Pasterkamp, Gerard ;

Peters, Sanne A. E. ;

Polak, Joseph F. ;

Price, Jacqueline F. ;

Robertson, Christine ;

Rembold, Christopher M. ;

Rosvall, Maria ;

Rundek, Tatjana ;

Salonen, Jukka T. ;

Sitzer, Matthias ;

Stehouwer, Coen D. A. ;

Bots, Michiel L. ;

den Ruijter, Hester M. .

PLOS ONE, 2015, 10 (07)

[6] Health Care Segregation, Physician Recommendation, and Racial Disparities in BRCA1/2 Testing Among Women With Breast Cancer [J].

McCarthy, Anne Marie ;

Bristol, Mirar ;

Domchek, Susan M. ;

Groeneveld, Peter W. ;

Kim, Younji ;

Motanya, U. Nkiru ;

Shea, Judy A. ;

Armstrong, Katrina .

JOURNAL OF CLINICAL ONCOLOGY, 2016, 34 (22) :2610-U96

[7] Complacency and Bias in Human Use of Automation: An Attentional Integration [J].

Parasuraman, Raja ;

Manzey, Dietrich H. .

HUMAN FACTORS, 2010, 52 (03) :381-410

[8] PROBAST: A Tool to Assess the Risk of Bias and Applicability of Prediction Model Studies [J].

Wolff, Robert F. ;

Moons, Karel G. M. ;

Riley, Richard D. ;

Whiting, Penny F. ;

Westwood, Marie ;

Collins, Gary S. ;

Reitsma, Johannes B. ;

Kleijnen, Jos ;

Mallett, Sue ;

Altman, Doug ;

Bossuyt, Patrick ;

Cook, Nancy R. ;

D'Amico, Gennaro ;

Debray, Thomas P. A. ;

Deeks, Jon ;

de Groot, Joris ;

di Angelantonio, Emanuele ;

Fahey, Tom ;

Harrell, Frank ;

Hayden, Jill A. ;

Heymans, Martijn W. ;

Hooft, Lotty ;

Hyde, Chris ;

Ioannidis, John ;

Iorio, Alfonso ;

Kaptoge, Stephen ;

Knottnerus, Andre ;

Leeflang, Mariska ;

Nixon, Frances ;

Perel, Pablo ;

Phillips, Bob ;

Raatz, Heike ;

Riemsma, Rob ;

Rovers, Maroeska ;

Rutjes, Anne W. S. ;

Sauerbrei, Willi ;

Sauerland, Stefan ;

Scheibler, Fueloep ;

Scholten, Rob ;

Schuit, Ewoud ;

Steyerberg, Ewout ;

Tan, Toni ;

ter Riet, Gerben ;

van der Windt, Danielle ;

Vergouwe, Yvonne ;

Vickers, Andrew ;

Wood, Angela M. .

ANNALS OF INTERNAL MEDICINE, 2019, 170 (01) :51-+

← 1 →