1k citations · 1.3k across the 15 of their papers we have counts for
4 papers · 1 filter
Differentiable programming for functional connectomics
Rastko Ciric, Armin W. Thomas, Oscar Esteban +1
Mapping the functional connectome has the potential to uncover key insights into brain organisation. However, existing workflows for functional connectomics are limited in their ad…
DeepDefacer: Automatic Removal of Facial Features via U-Net Image Segmentation
Anish Khazane, Julien Hoachuck, Krzysztof J. Gorgolewski +1
Recent advancements in the field of magnetic resonance imaging (MRI) have enabled large-scale collaboration among clinicians and researchers for neuroimaging tasks. However, resear…
Comparing interpretation methods in mental state decoding analyses with deep learning models
Armin W. Thomas, Christopher Ré, Russell A. Poldrack
Deep learning (DL) models find increasing application in mental state decoding, where researchers seek to understand the mapping between mental states (e.g., perceiving fear or joy…
NEMAR: An open access data, tools, and compute resource operating on NeuroElectroMagnetic data
Arnaud Delorme, Dung Truong, Choonhan Youn +5
To take advantage of recent and ongoing advances in large-scale computational methods, and to preserve the scientific data created by publicly funded research projects, data archiv…