Research ArticleSpecial Communication
A Clinician's Guide to Artificial Intelligence (AI): Why and How Primary Care Should Lead the Health Care AI Revolution
Steven Lin
The Journal of the American Board of Family
Medicine January 2022, 35 (1) 175-184; DOI: https://doi.org/10.3122/jabfm.2022.01.210226
Steven Lin
From Stanford Healthcare AI Applied Research Team, Division of Primary Care and Population Health, Department of Medicine, Stanford University School of Medicine, Stanford, California.
MDReferences
- 1.↵
- 2.↵
- DeSilver D
- 3.↵
- Perrault R,
- Shoham Y,
- Brynjolfsson E,
- et al
- 4.↵
- Kasparov G
- 5.↵
- Silver D,
- Hubert T,
- Schrittwieser J,
- et al
- 6.↵
- Jiang HJ,
- Russo CA,
- Barrett ML
- 7.↵
- Morgenstern JD,
- Buajitti E,
- O'Neill M,
- et al
- 8.↵
- Yarnall K,
- Pollak KI,
- Ostbye T,
- Krause KM,
- Michener JL
- 9.↵
- Winn AN,
- Somai M,
- Fergestrom N,
- Crotty BH
- 10.↵
- Rajkomar A,
- Yim J,
- Grumbach K,
- Parekh A
- 11.↵
- McCarthy J
- 12.↵
- Stein N,
- Brooks K
- 13.↵
- 14.↵
- Lin S
- 15.↵
- Smith SV
- 16.↵
- Savoy M
- 17.↵
- 18.↵
- 19.↵
- Rabinowitz S,
- Iroanya E
- 20.↵
- Holdsworth L,
- Park C,
- Asch SM,
- Lin S
- 21.↵
- 22.↵
- Buolamwini J,
- Gebru T
- 23.↵
- Fowler GA
- 24.↵
- Coley RY,
- Johnson E,
- Simon GE,
- Cruz M,
- Shortreed SM
- 25.↵
- Obermeyer Z,
- Powers B,
- Vogeli C,
- Mullainathan S
- 26.↵
- Hammond G,
- Johnston K,
- Huang K,
- Joynt Maddox KE
- 27.↵Unfairness by algorithm: distilling the harms of automated decision-making [Internet]. Future of Privacy Forum, Washington, DC; 2017 [cited 2021 March 19]. Available from: https://fpf.org/wp-content/uploads/2017/12/FPF-Automated-Decision-Making-Harms-and-Mitigation-Charts.pdf.
- 28.↵Gender Shades website [Internet]. MIT Media Lab; 2018 [cited 2021 March 19]. Available from: http://gendershades.org/.
- 29.↵
- Wong A,
- Otles E,
- Donnelly JP,
- et al
- 30.↵
- Kashyap M,
- Seneviratne M,
- Banda JM,
- et al
- 31.↵
- 32.↵The Social Dilemma website [Internet]; 2020 [cited 2021 March 19]. Available from: https://www.thesocialdilemma.com/.
- 33.↵Ledger of Harms [Internet]. Center for Humane Technology website; 2020 [cited 2021 March 19]. Available from: https://ledger.humanetech.com/.
- 34.↵U.S. Capitol Riot [Internet]. New York Times; 2021 [cited 2021 March 19]. Available from: https://www.nytimes.com/spotlight/us-capitol-riots-investigations.
- 35.↵
- Vosoughi S,
- Roy D,
- Aral S
- 36.↵
- Dwoskin E
- 37.↵
- Taneja H
- 38.↵
- Lin S,
- Mahoney MR,
- Sinsky CA
- 39.↵
- Starfield B
- 40.↵
- Stange KC
- 41.↵Stanford Healthcare AI Applied Research Team [Internet]. Stanford Medicine website; 2021 [cited 2021 March 19]. Available from: https://med.stanford.edu/healthcare-ai.
- 42.↵
- Smith M,
- Sattler A,
- Hong G,
- Lin S
- 43.↵
- Matheny M,
- Thadaney Israni S,
- Ahmed M,
- Whicher D
- 44.↵
- Eubanks V
- 45.↵
- O'Neil C
- 46.↵Algorithmic Justice League website [Internet]; 2021 [cited 2021 March 19]. Available from: https://www.ajl.org/.
- 47.↵Center for Humane Technology website [Internet]; 2021 [cited 2021 March 19]. Available from: https://www.humanetech.com/.
- 48.↵Data for Black Lives website [Internet]; 2021 [cited 2021 March 19]. Available from: https://d4bl.org/.
- 49.↵American Medical Informatics Association website [Internet]; 2021 [cited 2021 Sept 6]. Available from: https://amia.org/.
- 50.↵American Board of Artificial Intelligence in Medicine website [Internet]; 2021 [cited 2021 Sept 6 19]. Available from: https://abaim.org/.
In this issue
The Journal of the American Board of Family
Medicine
Vol. 35, Issue 1
January/February 2022
A Clinician's Guide to Artificial Intelligence (AI): Why and How Primary Care Should Lead the Health Care AI Revolution
Steven Lin
The Journal of the American Board of Family
Medicine Jan 2022, 35 (1) 175-184; DOI: 10.3122/jabfm.2022.01.210226
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