Big Data and Machine Learning in Health Care

被引:1071
作者
Beam, Andrew L. [1 ]
Kohane, Isaac S. [1 ]
机构
[1] Harvard Med Sch, Dept Biomed Informat, 10 Shattuck St, Boston, MA 02115 USA
来源
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION | 2018年 / 319卷 / 13期
关键词
D O I
10.1001/jama.2017.18391
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页码:1317 / 1318
页数:2
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[1]   MULTIVARIATE PREDICTION OF CORONARY HEART-DISEASE IN WESTERN COLLABORATIVE GROUP STUDY COMPARED TO FINDINGS OF FRAMINGHAM STUDY [J].
BRAND, RJ ;
ROSENMAN, RH ;
SHOLTZ, RI ;
FRIEDMAN, M .
CIRCULATION, 1976, 53 (02) :348-355
[2]   Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs [J].
Gulshan, Varun ;
Peng, Lily ;
Coram, Marc ;
Stumpe, Martin C. ;
Wu, Derek ;
Narayanaswamy, Arunachalam ;
Venugopalan, Subhashini ;
Widner, Kasumi ;
Madams, Tom ;
Cuadros, Jorge ;
Kim, Ramasamy ;
Raman, Rajiv ;
Nelson, Philip C. ;
Mega, Jessica L. ;
Webster, R. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2016, 316 (22) :2402-2410
[3]   Finding the Missing Link for Big Biomedical Data [J].
Weber, Griffin M. ;
Mandl, Kenneth D. ;
Kohane, Isaac S. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2014, 311 (24) :2479-2480