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 af dette arbejde

Biostatistisk afdeling

3 Citationer (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.

Originalsprog	Engelsk
Titel	Risk Assessment and Evaluation of Predictions
Redaktører	Axel Gandy, Glen Satten, Mitchell Gail, Ruth Pfeiffer, Tianxi Cai, Mei-Ling Ting Lee
Antal sider	13
Vol/bind	215
Forlag	Springer Science and Business Media, LLC
Publikationsdato	1 jan. 2015
Sider	239-251
ISBN (Trykt)	9781461489801
DOI	https://doi.org/10.1007/978-1-4614-8981-8_11
Status	Udgivet - 1 jan. 2015
Begivenhed	International conference on Risk Assessment and Evaluation of Predictions, 2011 - Silver Spring, USA Varighed: 12 okt. 2011 → 14 okt. 2011

Konference

Konference	International conference on Risk Assessment and Evaluation of Predictions, 2011
Land/Område	USA
By	Silver Spring
Periode	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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Citationsformater

Time-dependent AUC with right-censored data: A survey. / Blanche, Paul; Latouche, Aurélien; Viallon, Vivian.
Risk Assessment and Evaluation of Predictions. red. / Axel Gandy; Glen Satten; Mitchell Gail; Ruth Pfeiffer; Tianxi Cai; Mei-Ling Ting Lee. Bind 215 Springer Science and Business Media, LLC, 2015. s. 239-251.

Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

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

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AB - 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.

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SN - 9781461489801

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BT - Risk Assessment and Evaluation of Predictions

A2 - Gandy, Axel

A2 - Satten, Glen

A2 - Gail, Mitchell

A2 - Pfeiffer, Ruth

A2 - Cai, Tianxi

A2 - Lee, Mei-Ling Ting

PB - Springer Science and Business Media, LLC

Y2 - 12 October 2011 through 14 October 2011

ER -

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

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