Decision support system for localizing prostate cancer based on multiparametric magnetic resonance imaging

V Shah, B Turkbey, H Mani, Y Pang, T Pohida… - Medical …, 2012 - Wiley Online Library
Purpose: There is a growing need to localize prostate cancers on magnetic resonance
imaging (MRI) to facilitate the use of image guided biopsy, focal therapy, and active …

Prostate cancer lesion detection, volume quantification and high-grade cancer differentiation using cancer risk maps derived from multiparametric MRI with …

M Gibbons, JP Simko, PR Carroll… - Magnetic Resonance …, 2023 - Elsevier
Multi-parametric MRI (mpMRI) has proven itself a clinically useful tool to assess prostate
cancer (PCa). Our objective was to generate PCa risk maps to quantify the volume and …

Predicting prostate tumour location from multiparametric MRI using Gaussian kernel support vector machines: a preliminary study

Y Sun, H Reynolds, D Wraith, S Williams… - Australasian physical & …, 2017 - Springer
The performance of a support vector machine (SVM) algorithm was investigated to predict
prostate tumour location using multi-parametric MRI (mpMRI) data. The purpose was to …

Multicenter validation of prostate tumor localization using multiparametric MRI and prior knowledge

CV Dinh, P Steenbergen, G Ghobadi… - Medical …, 2017 - Wiley Online Library
Purpose Tumor localization provides crucial information for radiotherapy dose differentiation
treatments, such as focal dose escalation and dose painting by numbers, which aim at …

Novel PCA‐VIP scheme for ranking MRI protocols and identifying computer‐extracted MRI measurements associated with central gland and peripheral zone prostate …

SB Ginsburg, SE Viswanath, BN Bloch… - Journal of magnetic …, 2015 - Wiley Online Library
Purpose To identify computer‐extracted features for central gland and peripheral zone
prostate cancer localization on multiparametric magnetic resonance imaging (MRI) …

A fully automatic computer aided diagnosis system for peripheral zone prostate cancer detection using multi-parametric magnetic resonance imaging

V Giannini, S Mazzetti, A Vignati, F Russo… - … Medical Imaging and …, 2015 - Elsevier
Abstract Multiparametric (mp)-Magnetic Resonance Imaging (MRI) is emerging as a
powerful test to diagnose and stage prostate cancer (PCa). However, its interpretation is a …

A single-arm, multicenter validation study of prostate cancer localization and aggressiveness with a quantitative multiparametric magnetic resonance imaging …

MC Maas, GJS Litjens, AJ Wright… - Investigative …, 2019 - journals.lww.com
Objectives The aims of this study were to assess the discriminative performance of
quantitative multiparametric magnetic resonance imaging (mpMRI) between prostate cancer …

Automatic classification and localization of prostate cancer using multi-parametric MRI/MRS

R Trigui, J Mitéran, PM Walker, L Sellami… - … Signal Processing and …, 2017 - Elsevier
Prostate cancer is considered to be the third and sixth leading cause of death from cancer in
men in developed and developing countries, respectively. As Multiparametric Magnetic …

Prostate cancer localization using multiparametric MR imaging: comparison of Prostate Imaging Reporting and Data System (PI-RADS) and Likert scales

AB Rosenkrantz, S Kim, RP Lim, N Hindman, FM Deng… - Radiology, 2013 - pubs.rsna.org
Purpose To compare the recently proposed Prostate Imaging Reporting and Data System
(PI-RADS) scale that incorporates fixed criteria and a standard Likert scale based on overall …

Peripheral zone prostate cancer localization by multiparametric magnetic resonance at 3 T: unbiased cancer identification by matching to histopathology

KM Selnæs, A Heerschap, LR Jensen… - Investigative …, 2012 - journals.lww.com
Objectives The aim of this study was to assess the diagnostic accuracy of peripheral zone
prostate cancer localization by multiparametric magnetic resonance (MR) at 3 T using …