Literature DB >> 32655204

Receiver Operating Characteristic Curves with an Indeterminacy Zone.

Giovanni Parmigiani1.   

Abstract

This work extends Receiver Operating Characteristic (ROC) curve to the situation where some cases, falling in an intermediate "indeterminacy zone" of the predictor, are not classified. It addresses two challenges: definition of sensitivity and specificity bounds for this case; and summarization of the large number of possibilities arising from different choices of indeterminacy zones.

Entities:  

Year:  2020        PMID： 32655204      PMCID： PMC7351108          DOI： 10.1016/j.patrec.2020.04.035

Source DB:  PubMed          Journal:  Pattern Recognit Lett        ISSN： 0167-8655            Impact factor:   3.756


  6 in total

1.  Fuzzy receiver operating characteristic curve: an option to evaluate diagnostic tests.

Authors:  Maria J P Castanho; Laecio C Barros; Akebo Yamakami; Laercio L Vendite
Journal:  IEEE Trans Inf Technol Biomed       Date:  2007-05

2.  High-risk ovarian cancer based on 126-gene expression signature is uniquely characterized by downregulation of antigen presentation pathway.

Authors:  Kosuke Yoshihara; Tatsuhiko Tsunoda; Daichi Shigemizu; Hiroyuki Fujiwara; Masayuki Hatae; Hisaya Fujiwara; Hideaki Masuzaki; Hidetaka Katabuchi; Yosuke Kawakami; Aikou Okamoto; Takayoshi Nogawa; Noriomi Matsumura; Yasuhiro Udagawa; Tsuyoshi Saito; Hiroaki Itamochi; Masashi Takano; Etsuko Miyagi; Tamotsu Sudo; Kimio Ushijima; Haruko Iwase; Hiroyuki Seki; Yasuhisa Terao; Takayuki Enomoto; Mikio Mikami; Kohei Akazawa; Hitoshi Tsuda; Takuya Moriya; Atsushi Tajima; Ituro Inoue; Kenichi Tanaka
Journal:  Clin Cancer Res       Date:  2012-01-12       Impact factor: 12.531

3.  Decision curve analysis: a novel method for evaluating prediction models.

Authors:  Andrew J Vickers; Elena B Elkin
Journal:  Med Decis Making       Date:  2006 Nov-Dec       Impact factor: 2.583

4.  Supervised risk predictor of breast cancer based on intrinsic subtypes.

Authors:  Joel S Parker; Michael Mullins; Maggie C U Cheang; Samuel Leung; David Voduc; Tammi Vickery; Sherri Davies; Christiane Fauron; Xiaping He; Zhiyuan Hu; John F Quackenbush; Inge J Stijleman; Juan Palazzo; J S Marron; Andrew B Nobel; Elaine Mardis; Torsten O Nielsen; Matthew J Ellis; Charles M Perou; Philip S Bernard
Journal:  J Clin Oncol       Date:  2009-02-09       Impact factor: 44.544

5.  Risk prediction for late-stage ovarian cancer by meta-analysis of 1525 patient samples.

Authors:  Markus Riester; Wei Wei; Levi Waldron; Aedin C Culhane; Lorenzo Trippa; Esther Oliva; Sung-Hoon Kim; Franziska Michor; Curtis Huttenhower; Giovanni Parmigiani; Michael J Birrer
Journal:  J Natl Cancer Inst       Date:  2014-04-03       Impact factor: 13.506

6.  curatedOvarianData: clinically annotated data for the ovarian cancer transcriptome.

Authors:  Benjamin Frederick Ganzfried; Markus Riester; Benjamin Haibe-Kains; Thomas Risch; Svitlana Tyekucheva; Ina Jazic; Xin Victoria Wang; Mahnaz Ahmadifar; Michael J Birrer; Giovanni Parmigiani; Curtis Huttenhower; Levi Waldron
Journal:  Database (Oxford)       Date:  2013-04-02       Impact factor: 3.451
  6 in total

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