ArticleScientific reports2023
Joint estimation of relaxation and diffusion tissue parameters for prostate cancer with relaxation-VERDICT MRI.
Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
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Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it, 32 citations in OpenAlex.
- ESR Essentials: diffusion-weighted MRI-practice recommendations by the European Society for Magnetic Resonance in Medicine and Biology.European radiology · 2026Guideline
- Validating the biological origin of in vivo fractional intracellular volume from VERDICT-MRI in the prostate.European radiology experimental · 2026Observational
- Self-Supervised Deep Learning Framework for Rician Distribution Based Denoising and Modeling of Multi-b Prostate Diffusion MRI.Magnetic resonance in medicine · 2026Article
- Microstructure imaging of prostate cancer by diffusion MRI.Magma (New York, N.Y.) · 2026Review
- The role of diffusion-weighted MRI in biological image-guided radiation therapy: a roadmap.Physics in medicine and biology · 2026Review
- Dual deep learning approach for non-invasive renal tumour subtyping with VERDICT-MRI.Npj imaging · 2026Article
- Integrating C-reactive protein flare and early MRI dynamics for enhanced prediction of immunotherapy response.Journal for immunotherapy of cancer · 2025Article
- Histology-informed microstructural diffusion simulations for MRI cancer characterisation-the Histo-μSim framework.Communications biology · 2025Article
- Clinically feasible liver tumour cell size measurement through histology-informed in vivo diffusion MRI.Communications medicine · 2025Article
- Quantitative MRI in Neuroimaging: A Review of Techniques, Biomarkers, and Emerging Clinical Applications.Brain sciences · 2025Review
- Cluster Analysis of VERDICT MRI for Cancer Tissue Characterization in Neuroendocrine Tumors.NMR in biomedicine · 2025Article
- Giving the prostate the boost it needs: Spiral diffusion MRI using a high-performance whole-body gradient system for high b-values at short echo times.Magnetic resonance in medicine · 2025Article
- Physics-Informed Autoencoder for Prostate Tissue Microstructure Profiling with Hybrid Multidimensional MRI.Radiology. Artificial intelligence · 2025Article
- Characterization of neurite and soma organization in the brain and spinal cord with diffusion MRI.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Joint estimation of compartment-specific TMagnetic resonance in medicine · 2025Article
- Diffusion MRI in prostate cancer with ultra-strong whole-body gradients.NMR in biomedicine · 2024Article
- Article
- MRI-based virtual pathology of the prostate.Magma (New York, N.Y.) · 2024Review
- Quantitative diffusion MRI in prostate cancer: Image quality, what we can measure and how it improves clinical assessment.European journal of radiology · 2023Review
- Mapping tissue microstructure across the human brain on a clinical scanner with soma and neurite density image metrics.Human brain mapping · 2023Article
Corrections and comments
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Authors and funding
11 authors at 2 institutions in 1 country.
Funding
Abstract
This work presents a biophysical model of diffusion and relaxation MRI for prostate called relaxation vascular, extracellular and restricted diffusion for cytometry in tumours (rVERDICT). The model includes compartment-specific relaxation effects providing T1/T2 estimates and microstructural parameters unbiased by relaxation properties of the tissue. 44 men with suspected prostate cancer (PCa) underwent multiparametric MRI (mp-MRI) and VERDICT-MRI followed by targeted biopsy. We estimate joint diffusion and relaxation prostate tissue parameters with rVERDICT using deep neural networks for fast fitting. We tested the feasibility of rVERDICT estimates for Gleason grade discrimination and compared with classic VERDICT and the apparent diffusion coefficient (ADC) from mp-MRI. The rVERDICT intracellular volume fraction f
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.