Machine Learning as a Catalyst for Value-Based Health Care

被引：8

作者：

Crowson, Matthew G. ^{[1
,2
]}

Chan, Timothy C. Y. ^{[2
]}

机构：

[1] Univ Toronto, Sunnybrook Hlth Sci Ctr, Dept Otolaryngol Head & Neck Surg, Toronto, ON, Canada

[2] Univ Toronto, Dept Mech & Ind Engn, Toronto, ON, Canada

来源：

JOURNAL OF MEDICAL SYSTEMS | 2020年 / 44卷 / 09期

关键词：

D O I：

10.1007/s10916-020-01607-5

中图分类号：

R19 [保健组织与事业（卫生事业管理）];

学科分类号：

摘要：

引用

页数：3

共 5 条

[1] Implementing Machine Learning in Health Care - Addressing Ethical Challenges [J].

Char, Danton S. ;

Shah, Nigam H. ;

Magnus, David .

NEW ENGLAND JOURNAL OF MEDICINE, 2018, 378 (11) :981-983

[2] International evaluation of an AI system for breast cancer screening [J].

McKinney, Scott Mayer ;

Sieniek, Marcin ;

Godbole, Varun ;

Godwin, Jonathan ;

Antropova, Natasha ;

Ashrafian, Hutan ;

Back, Trevor ;

Chesus, Mary ;

Corrado, Greg C. ;

Darzi, Ara ;

Etemadi, Mozziyar ;

Garcia-Vicente, Florencia ;

Gilbert, Fiona J. ;

Halling-Brown, Mark ;

Hassabis, Demis ;

Jansen, Sunny ;

Karthikesalingam, Alan ;

Kelly, Christopher J. ;

King, Dominic ;

Ledsam, Joseph R. ;

Melnick, David ;

Mostofi, Hormuz ;

Peng, Lily ;

Reicher, Joshua Jay ;

Romera-Paredes, Bernardino ;

Sidebottom, Richard ;

Suleyman, Mustafa ;

Tse, Daniel ;

Young, Kenneth C. ;

De Fauw, Jeffrey ;

Shetty, Shravya .

NATURE, 2020, 577 (7788) :89-+

[3] Diagnostic Errors-The Next Frontier for Patient Safety [J].

Newman-Toker, David E. ;

Pronovost, Peter J. .

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2009, 301 (10) :1060-1062

[4]

Porter M. E., 2006, Redefining Healthcare: Creating Value Based Competition on Results

[5] Waste in the US Health Care System: Estimated Costs and Potential for Savings [J].

Shrank, William H. ;

Rogstad, Teresa L. ;

Parekh, Natasha .

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2019, 322 (15) :1501-1509

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