[HTML][HTML] What can we see with IVIM MRI?

D Le Bihan - Neuroimage, 2019 - Elsevier
Abstract Intravoxel Incoherent Motion (IVIM) refers to translational movements which within a
given voxel and during the measurement time present a distribution of speeds in orientation …

Diffusion MRI of the breast: Current status and future directions

M Iima, M Honda, EE Sigmund… - Journal of Magnetic …, 2020 - Wiley Online Library
Diffusion‐weighted imaging (DWI) is increasingly being incorporated into routine breast MRI
protocols in many institutions worldwide, and there are abundant breast DWI indications …

Improved unsupervised physics‐informed deep learning for intravoxel incoherent motion modeling and evaluation in pancreatic cancer patients

MPT Kaandorp, S Barbieri, R Klaassen… - Magnetic resonance …, 2021 - Wiley Online Library
Purpose Earlier work showed that IVIM‐NETorig, an unsupervised physics‐informed deep
neural network, was faster and more accurate than other state‐of‐the‐art intravoxel …

Deep learning how to fit an intravoxel incoherent motion model to diffusion‐weighted MRI

S Barbieri, OJ Gurney‐Champion… - Magnetic resonance …, 2020 - Wiley Online Library
Purpose This prospective clinical study assesses the feasibility of training a deep neural
network (DNN) for intravoxel incoherent motion (IVIM) model fitting to diffusion‐weighted …

Consensus-based technical recommendations for clinical translation of renal diffusion-weighted MRI

A Ljimani, A Caroli, C Laustsen, S Francis… - … Resonance Materials in …, 2020 - Springer
Objectives Standardization is an important milestone in the validation of DWI-based
parameters as imaging biomarkers for renal disease. Here, we propose technical …

Perfusion-driven intravoxel incoherent motion (IVIM) MRI in oncology: applications, challenges, and future trends

M Iima - Magnetic Resonance in Medical Sciences, 2021 - jstage.jst.go.jp
Recent developments in MR hardware and software have allowed a surge of interest in
intravoxel incoherent motion (IVIM) MRI in oncology. Beyond diffusion-weighted imaging …

Support vector machine for breast cancer classification using diffusion‐weighted MRI histogram features: Preliminary study

I Vidić, L Egnell, NP Jerome, JR Teruel… - Journal of Magnetic …, 2018 - Wiley Online Library
Background Diffusion‐weighted MRI (DWI) is currently one of the fastest developing MRI‐
based techniques in oncology. Histogram properties from model fitting of DWI are useful …

Comparison of methods for estimation of the intravoxel incoherent motion (IVIM) diffusion coefficient (D) and perfusion fraction (f)

O Jalnefjord, M Andersson, M Montelius… - … Resonance Materials in …, 2018 - Springer
Objective Intravoxel incoherent motion (IVIM) shows great potential in many applications, eg,
tumor tissue characterization. To reduce image-quality demands, various IVIM analysis …

Comparison of six fit algorithms for the intra-voxel incoherent motion model of diffusion-weighted magnetic resonance imaging data of pancreatic cancer patients

OJ Gurney-Champion, R Klaassen, M Froeling… - PloS one, 2018 - journals.plos.org
The intravoxel incoherent motion (IVIM) model for diffusion-weighted imaging (DWI) MRI
data bears much promise as a tool for visualizing tumours and monitoring treatment …

Impact of prior distributions and central tendency measures on Bayesian intravoxel incoherent motion model fitting

O Gustafsson, M Montelius, G Starck… - Magnetic resonance …, 2018 - Wiley Online Library
Purpose Bayesian model fitting has been proposed as a robust alternative for intravoxel
incoherent motion (IVIM) model‐fitting parameter estimation. However, consensus regarding …