Machine learning-based analysis of MR radiomics can help to improve the diagnostic performance of PI-RADS v2 in clinically relevant prostate cancer

New RESOLVE-Based Diffusional Kurtosis Imaging in MRI-Visible Prostate Cancer: Effect of Reduced b Value on Image Quality and Diagnostic Effectiveness

(2016) Yu-Dong Zhang et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Cancer statistics, 2016

(2016) Rebecca L. Siegel et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Allele and haplotype diversity of new multiplex of 19 ChrX-STR loci in Han population from Guanzhong region (China)

(2016) Yu-Dang Zhang et al.   ELECTROPHORESIS

Assessment of PI-RADS v2 for the Detection of Prostate Cancer

(2016) Moritz Kasel-Seibert et al.   EUROPEAN JOURNAL OF RADIOLOGY

PI-RADS Prostate Imaging – Reporting and Data System: 2015, Version 2

(2016) Jeffrey C. Weinreb et al.   EUROPEAN UROLOGY

Validation of PI-RADS v.2 for prostate cancer diagnosis with MRI at 3T using an external phased-array coil

(2016) Matteo Baldisserotto et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Radiogenomics of Glioblastoma: Machine Learning–based Classification of Molecular Characteristics by Using Multiparametric and Multiregional MR Imaging Features

(2016) Philipp Kickingereder et al.   RADIOLOGY

An imaging-based approach predicts clinical outcomes in prostate cancer through a novel support vector machine classification

(2016) Yu-Dong Zhang et al.   Oncotarget

Prediction of biochemical recurrence after radical prostatectomy with PI-RADS version 2 in prostate cancers: initial results

(2015) Sung Yoon Park et al.   EUROPEAN RADIOLOGY

Support vector machine classification of brain metastasis and radiation necrosis based on texture analysis in MRI

(2015) Andrés Larroza et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

An NIR-triggered and thermally responsive drug delivery platform through DNA/copper sulfide gates

(2015) Lei Zhang et al.   Nanoscale

Automatic classification of prostate cancer Gleason scores from multiparametric magnetic resonance images

(2015) Duc Fehr et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Bilateral Diffusion-weighted MR Imaging of Breast Tumors with Submillimeter Resolution Using Readout-segmented Echo-planar Imaging at 7 T

(2015) Wolfgang Bogner et al.   RADIOLOGY

Usefulness of free-breathing readout-segmented echo-planar imaging (RESOLVE) for detection of malignant liver tumors: Comparison with single-shot echo-planar imaging (SS-EPI)

(2014) Hirokazu Tokoro et al.   EUROPEAN JOURNAL OF RADIOLOGY

The clinical utility of reduced-distortion readout-segmented echo-planar imaging in the head and neck region: initial experience

(2014) Sho Koyasu et al.   EUROPEAN RADIOLOGY

Non-Gaussian water diffusion kurtosis imaging of prostate cancer

(2014) Shiteng Suo et al.   MAGNETIC RESONANCE IMAGING

Feasibility of diffusional kurtosis tensor imaging in prostate MRI for the assessment of prostate cancer: Preliminary results

(2014) Michael Quentin et al.   MAGNETIC RESONANCE IMAGING

Evaluation of the PI-RADS scoring system for mpMRI of the prostate: a whole-mount step-section analysis

(2014) Daniel Junker et al.   WORLD JOURNAL OF UROLOGY

Utility of Diffusional Kurtosis Imaging as a Marker of Adverse Pathologic Outcomes Among Prostate Cancer Active Surveillance Candidates Undergoing Radical Prostatectomy

(2013) Andrew B. Rosenkrantz et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Evaluation of the ESUR PI-RADS scoring system for multiparametric MRI of the prostate with targeted MR/TRUS fusion-guided biopsy at 3.0 Tesla

(2013) M. C. Roethke et al.   EUROPEAN RADIOLOGY

Diffusion kurtosis imaging study of prostate cancer: Preliminary findings

(2013) Chiharu Tamura et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Quantitative Analysis of Multiparametric Prostate MR Images: Differentiation between Prostate Cancer and Normal Tissue and Correlation with Gleason Score—A Computer-aided Diagnosis Development Study

(2013) Yahui Peng et al.   RADIOLOGY

Seminal Vesicle Invasion in Prostate Cancer: Evaluation by Using Multiparametric Endorectal MR Imaging

(2013) Fatma Nur Soylu et al.   RADIOLOGY

A support vector machine-recursive feature elimination feature selection method based on artificial contrast variables and mutual information

(2012) Xiaohui Lin et al.   JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES

Computer-aided diagnosis of prostate cancer in the peripheral zone using multiparametric MRI

(2012) Emilie Niaf et al.   PHYSICS IN MEDICINE AND BIOLOGY

Prostate Cancer: Feasibility and Preliminary Experience of a Diffusional Kurtosis Model for Detection and Assessment of Aggressiveness of Peripheral Zone Cancer

(2012) Andrew B. Rosenkrantz et al.   RADIOLOGY

Prostate Cancer Detection on Dynamic Contrast-Enhanced MRI: Computer-Aided Diagnosis Versus Single Perfusion Parameter Maps

(2011) Yu Sub Sung et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Predictive value of MRI in the localization, staging, volume estimation, assessment of aggressiveness, and guidance of radiotherapy and biopsies in prostate cancer

(2011) Derya Yakar et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Relationship between Apparent Diffusion Coefficients at 3.0-T MR Imaging and Gleason Grade in Peripheral Zone Prostate Cancer

(2011) Thomas Hambrock et al.   RADIOLOGY

Diffusion-weighted Endorectal MR Imaging at 3 T for Prostate Cancer: Tumor Detection and Assessment of Aggressiveness

(2011) Hebert Alberto Vargas et al.   RADIOLOGY

Prostate Cancer: Differentiation of Central Gland Cancer from Benign Prostatic Hyperplasia by Using Diffusion-weighted and Dynamic Contrast-enhanced MR Imaging

(2010) Aytekin Oto et al.   RADIOLOGY

Nonlinear Support Vector Machine Visualization for Risk Factor Analysis Using Nomograms and Localized Radial Basis Function Kernels

(2008) Baek Hwan Cho et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE