Time-dependent AUC with right-censored data: A survey

Paul Blanche; Aurélien Latouche; Vivian Viallon

doi:10.1007/978-1-4614-8981-8_11

Time-dependent AUC with right-censored data: A survey

Paul Blanche^*, Aurélien Latouche, Vivian Viallon

^*Corresponding author for this work

Section of Biostatistics

3 Citations (Scopus)

Abstract

The ROC curve and the corresponding AUC are popular tools for the evaluation of diagnostic tests. They have been recently extended to assess prognostic markers and predictive models. However, due to the many particularities of timeto- event outcomes, various definitions and estimators have been proposed in the literature. This review article aims at presenting the ones that accommodate to rightcensoring, which is common when evaluating such prognostic markers.

Original language	English
Title of host publication	Risk Assessment and Evaluation of Predictions
Editors	Axel Gandy, Glen Satten, Mitchell Gail, Ruth Pfeiffer, Tianxi Cai, Mei-Ling Ting Lee
Number of pages	13
Volume	215
Publisher	Springer Science and Business Media, LLC
Publication date	1 Jan 2015
Pages	239-251
ISBN (Print)	9781461489801
DOIs	https://doi.org/10.1007/978-1-4614-8981-8_11
Publication status	Published - 1 Jan 2015
Event	International conference on Risk Assessment and Evaluation of Predictions, 2011 - Silver Spring, United States Duration: 12 Oct 2011 → 14 Oct 2011

Conference

Conference	International conference on Risk Assessment and Evaluation of Predictions, 2011
Country/Territory	United States
City	Silver Spring
Period	12/10/2011 → 14/10/2011
Sponsor	College of Computer, Mathematical, and Natural Sciences, Division of Cancer Control and Population Sciences at NCI, Division of Research School of Public Health, College of Agriculture and Natural Sciences, Etal, University of Maryland at College Park

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10.1007/978-1-4614-8981-8_11

Cite this

Time-dependent AUC with right-censored data : A survey. / Blanche, Paul; Latouche, Aurélien; Viallon, Vivian.

Risk Assessment and Evaluation of Predictions. ed. / Axel Gandy; Glen Satten; Mitchell Gail; Ruth Pfeiffer; Tianxi Cai; Mei-Ling Ting Lee. Vol. 215 Springer Science and Business Media, LLC, 2015. p. 239-251.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Blanche, P, Latouche, A & Viallon, V 2015, Time-dependent AUC with right-censored data: A survey. in A Gandy, G Satten, M Gail, R Pfeiffer, T Cai & M-LT Lee (eds), Risk Assessment and Evaluation of Predictions. vol. 215, Springer Science and Business Media, LLC, pp. 239-251, International conference on Risk Assessment and Evaluation of Predictions, 2011, Silver Spring, United States, 12/10/2011. https://doi.org/10.1007/978-1-4614-8981-8_11

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Time-dependent AUC with right-censored data: A survey

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