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Nikos Makris

DeepNuParc: A Novel Deep Clustering Framework for Fine-scale Parcellation of Brain Nuclei Using Diffusion MRI Tractography

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Mar 10, 2025
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TractCloud-FOV: Deep Learning-based Robust Tractography Parcellation in Diffusion MRI with Incomplete Field of View

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Feb 28, 2025
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A Novel Deep Learning Tractography Fiber Clustering Framework for Functionally Consistent White Matter Parcellation Using Multimodal Diffusion MRI and Functional MRI

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Nov 04, 2024
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TractShapeNet: Efficient Multi-Shape Learning with 3D Tractography Point Clouds

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Oct 29, 2024
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The shape of the brain's connections is predictive of cognitive performance: an explainable machine learning study

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Oct 19, 2024
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Deep multimodal saliency parcellation of cerebellar pathways: linking microstructure and individual function through explainable multitask learning

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Jul 21, 2024
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TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Classification from Diffusion MRI Tractography

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Jul 11, 2024
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Cross-domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction

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Mar 30, 2024
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A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data

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Jan 13, 2024
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A Novel Deep Clustering Framework for Fine-Scale Parcellation of Amygdala Using dMRI Tractography

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Nov 25, 2023
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