[HTML][HTML] Functional annotation of human cognitive states using deep graph convolution

Y Zhang, L Tetrel, B Thirion, P Bellec - NeuroImage, 2021 - Elsevier
A key goal in neuroscience is to understand brain mechanisms of cognitive functions. An
emerging approach is “brain decoding”, which consists of inferring a set of experimental …

Beyond advertising: New infrastructures for publishing integrated research objects

E DuPre, C Holdgraf, A Karakuzu, L Tetrel… - PLOS Computational …, 2022 - journals.plos.org
Moving beyond static text and illustrations is a central challenge for scientific publishing in
the 21st century. As early as 1995, Donoho and Buckheit paraphrased John Claerbout that “…

A numerical variability approach to results stability tests and its application to neuroimaging

Y Chatelain, L Tetrel, CJ Markiewicz… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Ensuring the long-term reproducibility of data analyses requires results stability tests to verify
that analysis results remain within acceptable variation bounds despite inevitable software …

Alignment of auditory artificial networks with massive individual fmri brain data leads to generalisable improvements in brain encoding and downstream tasks

M Freteault, M Le Clei, L Tetrel, L Bellec… - Imaging …, 2025 - direct.mit.edu
Artificial neural networks trained in the field of artificial intelligence (AI) have emerged as key
tools to model brain processes, sparking the idea of aligning network representations with …

Learning for graph-based sensorless freehand 3D ultrasound

L Tetrel, H Chebrek, C Laporte - … on Machine Learning in Medical Imaging, 2016 - Springer
Sensorless freehand 3D ultrasound (US) uses speckle decorrelation to estimate small rigid
motions between pairs of 2D images. Trajectory estimation combines these motion estimates …

[HTML][HTML] NeuroLibre: A preprint server for full-fledged reproducible neuroscience

A Karakuzu, E DuPre, L Tetrel, P Bermudez… - 2022 - osf.io
NeuroLibre is a preprint server for neuroscience Jupyter Books, blending code, visualization
and narrative text into one document. NeuroLibre archives the environment, code and data …

Estimation de la trajectoire d'une sonde ultrasonore pour l'échographie 3D main-libre sans capteur de position

L Tetrel - 2016 - espace.etsmtl.ca
L’échographie 3D main-libre consiste à acquérir une séquence d’images ultrasonores avec
une sonde ultrasonore usuelle 2D, et combiner ces images pour reconstruire un volume 3D. …

Resting-state functional MRI derivatives: A dataset derived from the The Comprehensive Assessment of Neurodegeneration and Dementia Study

N Clarke, HT Wang, D Lussier, A Boré, L Tetrel… - bioRxiv, 2025 - biorxiv.org
Resting-state functional connectivity (RSFC) holds promise for the detection and characterisation
of dementia. The Comprehensive Assessment of Neurodegeneration and Dementia (…

[HTML][HTML] Towards interactive selection with ParaView/LidarView November 10, 2025

L Tetrel - kitware.com
Interactive selection algorithms have always been an important aspect of any computer
graphics and visualization software tools. Many software such as Blender, or AutoDesk include …

Fast and accurate EPI spatial normalization using convolutional neural network

L Tetrel, P Bellec - osf.io
Model was fit with an Adam optimizer (learning rate of 5e-4), a batch-size of 1 and the
normalized cross-correlation as a cost function. Because of the high hardware requirements, we …