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Tractography-Based Parcellation of Cerebellar Dentate Nuclei via a Deep Nonnegative Matrix Factorization Clustering Method.

, , , , , , и . ISBI, стр. 1-4. IEEE, (2023)

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Lauren Kaplan

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Deep white matter analysis (DeepWMA): Fast and consistent tractography segmentation., , , , , и . Medical Image Anal., (2020)Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation., , , , , , , и . CoRR, (2021)TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance., , , , , , , , , и 1 other автор(ы). CoRR, (2023)Fiber clustering versus the parcellation-based connectome., , и . NeuroImage, (2013)Mapping Cerebral Connectivity Changes after Mild Traumatic Brain Injury in Older Adults Using Diffusion Tensor Imaging and Riemannian Matching of Elastic Curves., , , , , , и . ISBI, стр. 1690-1693. IEEE, (2020)Statistical and Machine Learning Methods for Neuroimaging: Examples, Challenges, and Extensions to Diffusion Imaging Data., и . Visualization and Processing of Higher Order Descriptors for Multi-Valued Data, Springer, (2015)White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning., , , , , , , , , и 2 other автор(ы). MICCAI (1), том 13431 из Lecture Notes in Computer Science, стр. 174-184. Springer, (2022)3D Large Kernel Anisotropic Network for Brain Tumor Segmentation., , , , , и . ICONIP (7), том 11307 из Lecture Notes in Computer Science, стр. 444-454. Springer, (2018)TractoFormer: A Novel Fiber-level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers., , , , , и . CoRR, (2022)A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data., , , , , , , , и . CoRR, (2024)