Variability and standardization of quantitative imaging: monoparametric to multiparametric quantification, radiomics, and artificial intelligence

A Hagiwara, S Fujita, Y Ohno, S Aoki - Investigative radiology, 2020 - journals.lww.com
Radiological images have been assessed qualitatively in most clinical settings by the expert
eyes of radiologists and other clinicians. On the other hand, quantification of radiological …

[HTML][HTML] The sensitivity of diffusion MRI to microstructural properties and experimental factors

M Afzali, T Pieciak, S Newman, E Garyfallidis… - Journal of Neuroscience …, 2021 - Elsevier
Diffusion MRI is a non-invasive technique to study brain microstructure. Differences in the
microstructural properties of tissue, including size and anisotropy, can be represented in the …

Diffusion-weighted imaging of the breast—a consensus and mission statement from the EUSOBI International Breast Diffusion-Weighted Imaging working group

P Baltzer, RM Mann, M Iima, EE Sigmund, P Clauser… - European …, 2020 - Springer
Abstract The European Society of Breast Radiology (EUSOBI) established an International
Breast DWI working group. The working group consists of clinical breast MRI experts, MRI …

[HTML][HTML] Multiparametric magnetic resonance imaging for the detection of clinically significant prostate cancer: what urologists need to know. Part 1: acquisition

RRM Engels, B Israël, AR Padhani, JO Barentsz - European urology, 2020 - Elsevier
Background Acquiring multiparametric magnetic resonance images of the prostate is not a
simple “push-button” approach. Objective To show how image acquisition of prostate …

Radiomic analysis of soft tissues sarcomas can distinguish intermediate from high‐grade lesions

VDA Corino, E Montin, A Messina… - Journal of Magnetic …, 2018 - Wiley Online Library
Purpose To assess the feasibility of grading soft tissue sarcomas (STSs) using MRI features
(radiomics). Materials and Methods MRI (echo planar SE, 1.5 T) from 19 patients with STSs …

Functional MRI for the prediction of treatment response in head and neck squamous cell carcinoma: potential and limitations

AD King, HC Thoeny - Cancer imaging, 2016 - Springer
Pre-treatment or early intra-treatment prediction of patients with head and neck squamous
cell carcinomas (HNSCC) who are likely to have tumours that are resistant to …

Diffusion MRI in early cancer therapeutic response assessment

CJ Galbán, BA Hoff, TL Chenevert… - NMR in …, 2017 - Wiley Online Library
Imaging biomarkers for the predictive assessment of treatment response in patients with
cancer earlier than standard tumor volumetric metrics would provide new opportunities to …

Repeatability and reproducibility of ADC measurements: a prospective multicenter whole-body-MRI study

NF Michoux, JW Ceranka, J Vandemeulebroucke… - European …, 2021 - Springer
Objectives Multicenter oncology trials increasingly include MRI examinations with apparent
diffusion coefficient (ADC) quantification for lesion characterization and follow-up. However …

Diagnostic value of apparent diffusion coefficient in differentiating between high-grade gliomas and brain metastases

I Caravan, CA Ciortea, A Contis… - Acta radiologica, 2018 - journals.sagepub.com
Background High-grade gliomas (HGGs) and brain metastases (BMs) can display similar
imaging characteristics on conventional MRI. In HGGs, the peritumoral edema may be …

Assessment of stability and discrimination capacity of radiomic features on apparent diffusion coefficient images

M Bologna, VDA Corino, E Montin, A Messina… - Journal of digital …, 2018 - Springer
The objectives of the study are to develop a new way to assess stability and discrimination
capacity of radiomic features without the need of test-retest or multiple delineations and to …