ReviewMagnetic resonance imaging2019
Challenges in diffusion MRI tractography - Lessons learned from international benchmark competitions.
Review in Magnetic resonance imaging, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 73 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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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.
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Who cites it
73 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Tractography reproducibility challenge with empirical data (TraCED): The 2017 ISMRM diffusion study group challenge.Journal of magnetic resonance imaging : JMRI · 2020Pooled it
- A unified connectomic target for deep brain stimulation in obsessive-compulsive disorder.Nature communications · 2020Trial
- Brain network alterations in autoimmune diseases: Current status and future prospects.iScience · 2026Review
- Article
- Inside the frontal face network: multimodal evidence for distinct emotional and motor resonance circuits.Brain structure & function · 2026Article
- The role of white matter myelin in structural-functional network coupling.Communications biology · 2026Article
- Impact of tractogram filtering and graph creation for structural connectomics in subjects with Parkinson's disease.Frontiers in human neuroscience · 2026Article
- In Vivo Quantification of White Matter Pathways in the Human Hippocampus.Human brain mapping · 2025Article
- The plasticity of olfactory learning in culinary students and matched controls.Brain imaging and behavior · 2025Article
- White Matter Bundle Reconstruction From Single-Shell Diffusion Magnetic Resonance Imaging: Test-Retest Reliability and Predictive Capability Across Orientation Distribution Function Reconstruction Methods.Human brain mapping · 2025Article
- Reconfiguration of functional brain hierarchy in schizophrenia.Translational psychiatry · 2025Article
- The role of structural connectivity on brain function through a Markov model of signal transmission.bioRxiv : the preprint server for biology · 2025Article
- The Role of Deep Cerebral Tracts in Predicting Postoperative Aphasia: An nTMS-Based Investigation of the Corticothalamic Fibers.Human brain mapping · 2025Article
- Deconstructing a common pathway concept for Deep Brain Stimulation in the case of Obsessive-Compulsive Disorder.Molecular psychiatry · 2025Article
- White matter microstructure and macrostructure brain charts across the human lifespan.bioRxiv : the preprint server for biology · 2025Article
- Imaging the structural connectome with hybrid MRI-microscopy tractography.Medical image analysis · 2025Article
- Deep Learning-Based Tract Classification of Preoperative DWI Tractography Advances the Prediction of Short-Term Postoperative Language Improvement in Children With Drug-Resistant Epilepsy.IEEE transactions on bio-medical engineering · 2025Article
- Methodological considerations on diffusion MRI tractography in infants aged 0-2 years: a scoping review.Pediatric research · 2025Article
- Lateralized cerebellar connectivity differentiates auditory pathways in echolocating and non-echolocating whales.PloS one · 2025Article
- A taxonomic guide to diffusion MRI tractography visualization tools.NMR in biomedicine · 2025Review
13 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
Diffusion MRI (dMRI) fiber tractography has become a pillar of the neuroimaging community due to its ability to noninvasively map the structural connectivity of the brain. Despite widespread use in clinical and research domains, these methods suffer from several potential drawbacks or limitations. Thus, validating the accuracy and reproducibility of techniques is critical for sound scientific conclusions and effective clinical outcomes. Towards this end, a number of international benchmark competitions, or "challenges", has been organized by the diffusion MRI community in order to investigate the reliability of the tractography process by providing a platform to compare algorithms and results in a fair manner, and evaluate common and emerging algorithms in an effort to advance the state of the field. In this paper, we summarize the lessons from a decade of challenges in tractography, and give perspective on the past, present, and future "challenges" that the field of diffusion tractography faces.
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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 OpenQuestion graph.