Using Free-Response Receiver Operating Characteristic Curves to Assess the Accuracy of Machine Diagnosis of Cancer

被引：21

作者：

Moskowitz, Chaya S. ^{[1
]}

机构：

[1] Mem Sloan Kettering Canc Ctr, Dept Epidemiol & Biostat, 485 Lexington Ave,Second Floor, New York, NY 10017 USA

来源：

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION | 2017年 / 318卷 / 22期

关键词：

PARADIGM; FROC;

D O I：

10.1001/jama.2017.18686

中图分类号：

R5 [内科学];

学科分类号：

1002 ; 100201 ;

摘要：

引用

页码：2250 / 2251

页数：2

共 7 条

[1] Discrimination and Calibration of Clinical Prediction Models Users' Guides to the Medical Literature [J].

Alba, Ana Carolina ;

Agoritsas, Thomas ;

Walsh, Michael ;

Hanna, Steven ;

Iorio, Alfonso ;

Devereaux, P. J. ;

McGinn, Thomas ;

Guyatt, Gordon .

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2017, 318 (14) :1377-1384

[2] Area under the Free-Response ROC Curve (FROC) and a Related Summary Index [J].

Bandos, Andriy I. ;

Rockette, Howard E. ;

Song, Tao ;

Gur, David .

BIOMETRICS, 2009, 65 (01) :247-256

[3] Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer [J].

Bejnordi, Babak Ehteshami ;

Veta, Mitko ;

van Diest, Paul Johannes ;

van Ginneken, Bram ;

Karssemeijer, Nico ;

Litjens, Geert ;

van der Laak, Jeroen A. W. M. .

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2017, 318 (22) :2199-2210

[4] A Brief History of Free-Response Receiver Operating Characteristic Paradigm Data Analysis [J].

Chakraborty, Dev P. .

ACADEMIC RADIOLOGY, 2013, 20 (07) :915-919

[5] Performance assessments of diagnostic systems under the FROC paradigm: Experimental, analytical, and results interpretation issues [J].

Gur, David ;

Rockette, Howard E. .

ACADEMIC RADIOLOGY, 2008, 15 (10) :1312-1315

[6]

HANLEY JA, 1989, CRIT REV DIAGN IMAG, V29, P307

[7]

Zou K.H., 2012, Statistical Evaluation of Diagnostic Performance: Topics in ROC Analysis

← 1 →