Article

<i>TractoInferno</i> : A large-scale, open-source, multi-site database for machine learning dMRI tractography

2021-11-30

Abstract excerpt

TractoInferno is the world’s largest open-source multi-site tractography database, including both research- and clinical-like human acquisitions, aimed specifically at machine learning tractography approaches and related ML algorithms. It provides 284 datasets acquired from 3T scanners across 6 different sites. Available data includes T1-weighted images, single-shell diffusion MRI (dMRI) acquisitions, spherical ha...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 997d48d9-c72c-5dac-b812-97e7406fdf54
DOI: 10.1101/2021.11.29.470422

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

<i>TractoInferno</i> : A large-scale, open-source, multi-site database for machine learning dMRI tractographyDOI 10.1101/2021.11.29.470422Read

TractoFlow: A robust, efficient and reproducible diffusion MRI pipeline leveraging Nextflow & SingularitySemantic proximity Read

MegaTrack: a framework for the anatomically accurate and time-efficient virtual dissection and analysis of large-scale tractography datasetsSemantic proximity Read

Radiomic tractometry: a rich and tract-specific class of imaging biomarkers for neuroscience and medical applicationsSemantic proximity Read

Convolutional-recurrent neural networks approximate diffusion tractography from T1-weighted MRI and associated anatomical contextSemantic proximity Read

<i>BundleCleaner</i> : Unsupervised Denoising and Subsampling of Diffusion MRI-Derived Tractography DataSemantic proximity Read

TractLearn: a geodesic learning framework for quantitative analysis of brain bundlesSemantic proximity Read

An atlas of white matter anatomy, its variability, and reproducibility based on Constrained Spherical Deconvolution of diffusion MRISemantic proximity Read

Imaging the structural connectome with hybrid diffusion MRI-microscopy tractographySemantic proximity Read

Monalisa: an open source, documented MATLAB toolbox for magnetic resonance imaging reconstructionSemantic proximity Read

FOD-Net: A Deep Learning Method for Fiber Orientation Distribution Angular Super ResolutionSemantic proximity Read

MICAFlow: Fast and robust MRI preprocessing bridging research neuroimaging and clinical practiceSemantic proximity Read

Micapipe: A Pipeline for Multimodal Neuroimaging and Connectome AnalysisSemantic proximity Read