Body diffusion kurtosis imaging: basic principles, applications, and considerations for clinical practice

AB Rosenkrantz, AR Padhani… - Journal of Magnetic …, 2015 - Wiley Online Library
Technologic advances enable performance of diffusion‐weighted imaging (DWI) at ultrahigh
b‐values, where standard monoexponential model analysis may not apply. Rather, non …

Diffusion MRI of cancer: From low to high b‐values

L Tang, XJ Zhou - Journal of Magnetic Resonance Imaging, 2019 - Wiley Online Library
Following its success in early detection of cerebral ischemia, diffusion‐weighted imaging
(DWI) has been increasingly used in cancer diagnosis and treatment evaluation. These …

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

J Wang, CJ Wu, ML Bao, J Zhang, XN Wang… - European …, 2017 - Springer
Objective To investigate whether machine learning-based analysis of MR radiomics can
help improve the performance PI-RADS v2 in clinically relevant prostate cancer (PCa) …

Machine learning in prostate MRI for prostate cancer: current status and future opportunities

H Li, CH Lee, D Chia, Z Lin, W Huang, CH Tan - Diagnostics, 2022 - mdpi.com
Advances in our understanding of the role of magnetic resonance imaging (MRI) for the
detection of prostate cancer have enabled its integration into clinical routines in the past two …

The histogram analysis of diffusion-weighted intravoxel incoherent motion (IVIM) imaging for differentiating the gleason grade of prostate cancer

YD Zhang, Q Wang, CJ Wu, XN Wang, J Zhang… - European …, 2015 - Springer
Objective To evaluate histogram analysis of intravoxel incoherent motion (IVIM) for
discriminating the Gleason grade of prostate cancer (PCa). Methods A total of 48 patients …

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 …

Evaluation of diffusion kurtosis imaging versus standard diffusion imaging for detection and grading of peripheral zone prostate cancer

MC Roethke, TA Kuder, TH Kuru, M Fenchel… - Investigative …, 2015 - journals.lww.com
Objectives The purpose of the study was to evaluate and validate diffusion kurtosis imaging
(DKI) for detection grading of peripheral zone prostate cancer (PCa) compared with …

Differentiating between malignant and benign renal tumors: do IVIM and diffusion kurtosis imaging perform better than DWI?

Y Ding, Q Tan, W Mao, C Dai, X Hu, J Hou, M Zeng… - European …, 2019 - Springer
Objective To quantitatively compare the diagnostic values of conventional diffusion-
weighted imaging (DWI), intravoxel incoherent motion (IVIM), and diffusion kurtosis imaging …

Quantitative prostate MRI

N Schieda, CS Lim, F Zabihollahy… - Journal of magnetic …, 2021 - Wiley Online Library
Prostate MRI is reported in clinical practice using the Prostate Imaging and Data Reporting
System (PI‐RADS). PI‐RADS aims to standardize, as much as possible, the acquisition …

Prostate cancer: diffusion-weighted MR imaging for detection and assessment of aggressiveness—comparison between conventional and kurtosis models

T Tamada, V Prabhu, J Li, JS Babb, SS Taneja… - Radiology, 2017 - pubs.rsna.org
Purpose To compare standard diffusion-weighted (DW) imaging and diffusion kurtosis (DK)
imaging for prostate cancer (PC) detection and characterization in a large patient cohort …