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- InsermFR28 papers
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5 papers · 1 filter
ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans
Audrey Duran, Gaspard Dussert, Olivier Rouvière +3
Multiparametric magnetic resonance imaging (mp-MRI) has shown excellent results in the detection of prostate cancer (PCa). However, characterizing prostate lesions aggressiveness i…
Time-frequency analysis of event-related brain recordings: Connecting power of evoked potential and inter-trial coherence
Jonas Benhamou, Michel Le Van Quyen, Guillaume Marrelec
Objective. In neuroscience, time-frequency analysis has been used to get insight into brain rhythms from brain recordings. In event-related protocols, one applies it to investigate…
Learning to segment prostate cancer by aggressiveness from scribbles in bi-parametric MRI
Audrey Duran, Gaspard Dussert, Carole Lartizien
In this work, we propose a deep U-Net based model to tackle the challenging task of prostate cancer segmentation by aggressiveness in MRI based on weak scribble annotations. This m…
Semi-Supervised Convolutive NMF for Automatic Piano Transcription
Haoran Wu, Axel Marmoret, Jérémy E. Cohen
Automatic Music Transcription, which consists in transforming an audio recording of a musical performance into symbolic format, remains a difficult Music Information Retrieval task…
Isolated parkinsonism is an atypical presentation of GRN and C9orf72 gene mutations
Fábio Carneiro, Dario Saracino, Vincent Huin +17
Introduction: A phenotype of isolated parkinsonism mimicking Idiopathic Parkinson's Disease (IPD) is a rare clinical presentation of GRN and C9orf72 mutations, the major genetic ca…