HyperGALE: ASD Classification via Hypergraph Gated Attention with Learnable Hyperedges

1 code implementation • 21 Mar 2024 • Mehul Arora, Chirag Shantilal Jain, Lalith Bharadwaj Baru, Kamalaker Dadi, Bapi Raju Surampudi

Autism Spectrum Disorder (ASD) is a neurodevelopmental condition characterized by varied social cognitive challenges and repetitive behavioral patterns.

BeSt-LeS: Benchmarking Stroke Lesion Segmentation using Deep Supervision

1 code implementation • 10 Oct 2023 • Prantik Deb, Lalith Bharadwaj Baru, Kamalaker Dadi, Bapi Raju S

Brain stroke has become a significant burden on global health and thus we need remedies and prevention strategies to overcome this challenge.

Acute Stroke Lesion Segmentation Benchmarking +1

Fine-grain atlases of functional modes for fMRI analysis

no code implementations • 5 Mar 2020 • Kamalaker Dadi, Gaël Varoquaux, Antonia Machlouzarides-Shalit, Krzysztof J. Gorgolewski, Demian Wassermann, Bertrand Thirion, Arthur Mensch

We demonstrate the benefits of extracting reduced signals on our fine-grain atlases for many classic functional data analysis pipelines: stimuli decoding from 12, 334 brain responses, standard GLM analysis of fMRI across sessions and individuals, extraction of resting-state functional-connectomes biomarkers for 2, 500 individuals, data compression and meta-analysis over more than 15, 000 statistical maps.

Data Compression