Multicenter Multireader Evaluation of an Artificial Intelligence-Based Attention Mapping System for the Detection of Prostate Cancer With Multiparametric MRI

Mehralivand, Sherif; Harmon, Stephanie; Shih, Joanna; Smith, Clayton; Lay, Nathan; ARGUN, Ömer; Bednarova, Sandra; Baroni, Ronaldo; Canda, Abdullah; Ercan, Karabekir; Girometti, Rossano; Karaarslan, Ercan; Kural, Ali; Pursyko, Andrei; Rais-Bahrami, Soroush; Tonso, Victor; Magi-Galluzzi, Cristina; Gordetsky, Jennifer; Silvestre e Silva Macarenco, Ricardo; Merino, Maria; Gumuskaya, Berrak; Saglican, Yesim; Sioletic, Stefano; Warren, Anne; Barrett, Tristan; Bittencourt, Leonardo; Coskun, Mehmet; Knauss, Chris; Law, Yan; Malayeri, Ashkan; Margolis, Daniel; Marko, Jamie; Yakar, Derya; Wood, Bradford; Pinto, Peter; Choyke, Peter; Summers, Ronald; Turkbey, Baris

doi:10.2214/ajr.19.22573

Multicenter Multireader Evaluation of an Artificial Intelligence-Based Attention Mapping System for the Detection of Prostate Cancer With Multiparametric MRI

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Mehralivand S., Harmon S. A., Shih J. H., Smith C. P., Lay N., ARGUN Ö. B., ...More

AMERICAN JOURNAL OF ROENTGENOLOGY, vol.215, no.4, pp.903-912, 2020 (SCI-Expanded)

Publication Type: Article / Article
Volume: 215 Issue: 4
Publication Date: 2020
Doi Number: 10.2214/ajr.19.22573
Journal Name: AMERICAN JOURNAL OF ROENTGENOLOGY
Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Biotechnology Research Abstracts, CAB Abstracts, CINAHL, EMBASE, MEDLINE
Page Numbers: pp.903-912
Keywords: artificial intelligence, laparoscopic, MRI, multiparametric, prostate cancer, radical prostatectomy, robot-assisted, PATHOLOGY
Acibadem Mehmet Ali Aydinlar University Affiliated: Yes

Abstract

OBJECTIVE. The purpose of this study was to evaluate in a multicenter dataset the performance of an artificial intelligence (AI) detection system with attention mapping compared with multiparametric MRI (mpMRI) interpretation in the detection of prostate cancer.