output
20082025
most citedMultidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging

416 citations

5 papers

q-bio.NC2025★ 1 cited

Somatosensory prediction in premature neonates: iatrogenic pain experience increases repetition suppression and deviance detection of innocuous stimuli in a tactile oddball protocol

Anne-Lise Marais, Victoria Dumont, Marie Anquetil +3

Sensory prediction (SP) is a fundamental mechanism of perception that supports cognitive development. Atypical SP has been reported across multiple neurodevelopmental disorders (ND…

cs.LG2023

Structure-Preserving Transformers for Sequences of SPD Matrices

Mathieu Seraphim, Alexis Lechervy, Florian Yger +2

In recent years, Transformer-based auto-attention mechanisms have been successfully applied to the analysis of a variety of context-reliant data types, from texts to images and bey…

eess.IV2020★ 11 cited

Volumetric parcellation of the right ventricle for regional geometric and functional assessment

Gabriel Bernardino, Amir Hodzic, Helene Langet +5

3D echocardiography is an increasingly popular tool for assessing cardiac remodelling in the right ventricle (RV). It allows quantification of the cardiac chambers without any geom…

cs.CV2017★ 416 cited

Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging

Emilie Gerardin, Gaël Chételat, Marie Chupin +9

We describe a new method to automatically discriminate between patients with Alzheimer's disease (AD) or mild cognitive impairment (MCI) and elderly controls, based on multidimensi…

cs.CV2008★ 1 cited

Region-based active contour with noise and shape priors

François Lecellier, Stéphanie Jehan-Besson, Jalal Fadili +3

In this paper, we propose to combine formally noise and shape priors in region-based active contours. On the one hand, we use the general framework of exponential family as a prior…