ArticleMagnetic resonance in medicine2022
Performance of orientation distribution function-fingerprinting with a biophysical multicompartment diffusion model.
Article in Magnetic resonance in medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
9 citing papers in PubMed, 10 citations in OpenAlex.
- Clinically Feasible White Matter Fiber Tractography in Peritumoral Zones With Cerebral Vasogenic Edema.Magnetic resonance in medicine · 2026Article
- Progressive axonal degeneration in white matter pathways traversing peritumoral penumbra in frontotemporal glioma.Computational diffusion MRI. CDMRI (Workshop) · 2026Article
- FORCE: FORward modeling for Complex microstructure Estimation.Research square · 2025Article
- Staged intervention to enable the resection of a large left temporoinsular cystic glioblastoma with language preservation: illustrative case.Journal of neurosurgery. Case lessons · 2024Article
- Improved reconstruction of crossing fibers in the mouse optic pathways with orientation distribution function fingerprinting.Magnetic resonance in medicine · 2024Article
- E(3) × SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI.Proceedings of machine learning research · 2024Article
- Fast multi-compartment Microstructure Fingerprinting in brain white matter.Frontiers in neuroscience · 2024Article
- Diffusion phantom study of fiber crossings at varied angles reconstructed with ODF-Fingerprinting.Computational diffusion MRI. CDMRI (Workshop) · 2023Article
- Stepwise Stochastic Dictionary Adaptation Improves Microstructure Reconstruction with Orientation Distribution Function Fingerprinting.Computational diffusion MRI. CDMRI (Workshop) · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
Abstract
purposeOrientation Distribution Function (ODF) peak finding methods typically fail to reconstruct fibers crossing at shallow angles below 40°, leading to errors in tractography. ODF-Fingerprinting (ODF-FP) with the biophysical multicompartment diffusion model allows for breaking this barrier.
methodsA randomized mechanism to generate a multidimensional ODF-dictionary that covers biologically plausible ranges of intra- and extra-axonal diffusivities and fraction volumes is introduced. This enables ODF-FP to address the high variability of brain tissue. The performance of the proposed approach is evaluated on both numerical simulations and a reconstruction of major fascicles from high- and low-resolution in vivo diffusion images.
resultsODF-FP with the suggested modifications correctly identifies fibers crossing at angles as shallow as 10 degrees in the simulated data. In vivo, our approach reaches 56% of true positives in determining fiber directions, resulting in visibly more accurate reconstruction of pyramidal tracts, arcuate fasciculus, and optic radiations than the state-of-the-art techniques. Moreover, the estimated diffusivity values and fraction volumes in corpus callosum conform with the values reported in the literature.
conclusionThe modified ODF-FP outperforms commonly used fiber reconstruction methods at shallow angles, which improves deterministic tractography outcomes of major fascicles. In addition, the proposed approach allows for linearization of the microstructure parameters fitting problem.
Indexed as
Identifiers
What OpenQuestion holds
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 OpenQuestion graph.