Combined diffusion‐relaxometry microstructure imaging: Current status and future prospects

PJ Slator, M Palombo, KL Miller… - Magnetic resonance …, 2021 - Wiley Online Library
Microstructure imaging seeks to noninvasively measure and map microscopic tissue
features by pairing mathematical modeling with tailored MRI protocols. This article reviews …

Artificial intelligence at the intersection of pathology and radiology in prostate cancer

SA Harmon, S Tuncer, T Sanford… - Diagnostic and …, 2019 - pmc.ncbi.nlm.nih.gov
Pathologic grading plays a key role in prostate cancer risk stratification and treatment
selection, traditionally assessed from systemic core needle biopsies sampled throughout the …

Radiomic machine learning for characterization of prostate lesions with MRI: comparison to ADC values

D Bonekamp, S Kohl, M Wiesenfarth, P Schelb… - Radiology, 2018 - pubs.rsna.org
Purpose To compare biparametric contrast-free radiomic machine learning (RML), mean
apparent diffusion coefficient (ADC), and radiologist assessment for characterization of …

Time-dependent diffusion MRI for quantitative microstructural map** of prostate cancer

D Wu, K Jiang, H Li, Z Zhang, R Ba, Y Zhang, YC Hsu… - Radiology, 2022 - pubs.rsna.org
Background Recently developed time-dependent diffusion MRI has potential in
characterizing cellular tissue microstructures; however, its value in imaging prostate cancer …

Diagnosis of prostate cancer with noninvasive estimation of prostate tissue composition by using hybrid multidimensional MR imaging: a feasibility study

A Chatterjee, RM Bourne, S Wang, A Devaraj… - Radiology, 2018 - pubs.rsna.org
Purpose To evaluate whether compartmental analysis by using hybrid multidimensional
magnetic resonance (MR) imaging can be used to diagnose prostate cancer and determine …

Clinically significant prostate cancer detection on MRI: A radiomic shape features study

R Cuocolo, A Stanzione, A Ponsiglione… - European journal of …, 2019 - Elsevier
Abstract Purpose Prostate multiparametric MRI (mpMRI) is the imaging modality of choice for
detecting clinically significant prostate cancer (csPCa). Among various parameters, lesion …

Avoiding unnecessary biopsy after multiparametric prostate MRI with VERDICT analysis: the INNOVATE study

S Singh, H Rogers, B Kanber, J Clemente, H Pye… - Radiology, 2022 - pubs.rsna.org
Background In men suspected of having prostate cancer (PCa), up to 50% of men with
positive multiparametric MRI (mpMRI) findings (Prostate Imaging Reporting and Data …

Cancer-associated fibroblasts promote prostate tumor growth and progression through upregulation of cholesterol and steroid biosynthesis

H Neuwirt, J Bouchal, G Kharaishvili, C Ploner… - Cell Communication and …, 2020 - Springer
Background Androgen receptor targeted therapies have emerged as an effective tool to
manage advanced prostate cancer (PCa). Nevertheless, frequent occurrence of therapy …

VERDICT MRI for prostate cancer: intracellular volume fraction versus apparent diffusion coefficient

EW Johnston, E Bonet-Carne, U Ferizi, B Yvernault… - Radiology, 2019 - pubs.rsna.org
Background Biologic specificity of diffusion MRI in relation to prostate cancer
aggressiveness may improve by examining separate components of the diffusion MRI …

Diagnosis and grading of prostate cancer by relaxation maps from synthetic MRI

Y Cui, S Han, M Liu, P Wu, W Zhang… - Journal of Magnetic …, 2020 - Wiley Online Library
Background The interpretation system for prostate MRI is largely based on qualitative image
contrast of different tissue types. Therefore, a fast, standardized, and robust quantitative …