Reporting Guidelines for Artificial Intelligence in Medical Research

被引：24

作者：

Campbell, J. Peter ^{[1
,4
]}

Lee, Aaron Y. ^{[1
,2
,3
,5
]}

Abramoff, Michael ^{[6
]}

Keane, Pearse A. ^{[7
]}

Ting, Daniel S. W. ^{[3
]}

Lum, Flora ^{[8
]}

Chiang, Michael F. ^{[9
]}

机构：

[1] Genentech Inc, San Francisco, CA USA

[2] Microsoft, NVIDIA, Redmond, WA USA

[3] Novartis, Basel, Switzerland

[4] US FDA, Rockville, MD 20857 USA

[5] Verana Hlth, Basel, Switzerland

[6] Digital Diagnost, Basel, Switzerland

[7] Heidelberg Engn, Heidelberg, Germany

[8] Amer Acad Ophthalmol, 655 Beach St, San Francisco, CA 94109 USA

[9] InTeleretina LLC, San Francisco, CA USA

来源：

OPHTHALMOLOGY | 2020年 / 127卷 / 12期

基金：

美国国家卫生研究院; 英国医学研究理事会; 美国国家科学基金会;

关键词：

D O I：

10.1016/j.ophtha.2020.09.009

中图分类号：

R77 [眼科学];

学科分类号：

100212 ;

摘要：

引用

页码：1596 / 1599

页数：4

共 17 条

[1]

[Anonymous], 2014, Standard Protocol Items: Recommendations for Interventional Trials, DOI [DOI 10.1002/9781118715598, DOI 10.1002/9781118715598.CH7]

[2] A Human-Centered Evaluation of a Deep Learning System Deployed in Clinics for the Detection of Diabetic Retinopathy [J].

Beede, Emma ;

Baylor, Elizabeth ;

Hersch, Fred ;

Iurchenko, Anna ;

Wilcox, Lauren ;

Ruamviboonsuk, Paisan ;

Vardoulakis, Laura M. .

PROCEEDINGS OF THE 2020 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (CHI'20), 2020,

[3]

Center for Devices Radiological Health Food and Drug Administration, 2020, ART INT MACH LEARN S

[4] Reporting of artificial intelligence prediction models [J].

Collins, Gary S. ;

Moons, Karel G. M. .

LANCET, 2019, 393 (10181) :1577-1579

[5]

Eaton LA., 2013, ENCY BEHAV MED, P486, DOI DOI 10.1007/978-1-4419-1005-9_638

[6] A Clinician's Guide to Artificial Intelligence: How to Critically Appraise Machine Learning Studies [J].

Faes, Livia ;

Liu, Xiaoxuan ;

Wagner, Siegfried K. ;

Fu, Dun Jack ;

Balaskas, Konstantinos ;

Sim, Dawn A. ;

Bachmann, Lucas M. ;

Keane, Pearse A. ;

Denniston, Alastair K. .

TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2020, 9 (02)

[7] How the FDA Regulates AI [J].

Harvey, H. Benjamin ;

Gowda, Vrushab .

ACADEMIC RADIOLOGY, 2020, 27 (01) :58-61

[8] Likelihood of Null Effects of Large NHLBI Clinical Trials Has Increased over Time [J].

Kaplan, Robert M. ;

Irvin, Veronica L. .

PLOS ONE, 2015, 10 (08)

[9] Evaluating the usability and safety of the semaglutide single-dose pen-injectors through summative (human factors) usability testing [J].

Klonoff, David C. ;

Bassock, Stephanie ;

Dwyer, Andrea ;

Engels, Ella ;

Qvist, Marianne ;

Sparre, Thomas ;

Snitker, Soren .

JOURNAL OF DIABETES INVESTIGATION, 2021, 12 (06) :978-987

[10] Machine diagnosis [J].

Lee, Aaron .

NATURE, 2019, 568 (7751)

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