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Luigi Antelmi
Luigi Antelmi
French Institute for Research in Computer Science and Automation
Synthetic data
Medicine
Artificial intelligence
Interpretability
Communication channel
5
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14
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A Comparison of Two Statistical Mapping Tools for Automated Brain FDG-PET Analysis in Predicting Conversion to Alzheimer's Disease in Subjects with Mild Cognitive Impairment.
2021
Current Alzheimer Research
Valentina Garibotto
Sara Trombella
Luigi Antelmi
Paolo Bosco
Alberto Redolfi
Claire Tabouret-Viaud
Olivier Rager
Gabriel Gold
Panteleimon Giannakopoulos
Silvia Morbelli
Flavio Nobili
Robert Perneczky
Mira Didic
Eric Guedj
Alexander Drzezga
Rik Ossenkoppele
Bart N.M. van Berckel
Osman Ratib
Giovanni B. Frisoni
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Multiview analysis of clinical and MRI/PET imaging and socio‐demographic data in Alzheimer’s disease: Development of new models and analysis methods/novel assays and technologies
2020
Alzheimers & Dementia
Luigi Antelmi
Nicholas Ayache
Philippe Robert
Marco Lorenzi
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Sparse Multi-Channel Variational Autoencoder for the Joint Analysis of Heterogeneous Data
2019
ICML | International Conference on Machine Learning
Luigi Antelmi
Nicholas Ayache
Philippe Robert
Marco Lorenzi
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Multi-channel Stochastic Variational Inference for the Joint Analysis of Heterogeneous Biomedical Data in Alzheimer’s Disease
2018
arXiv: Methodology
Luigi Antelmi
Nicholas Ayache
Philippe Robert
Marco Lorenzi
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A method for statistical learning in large databases of heterogeneous imaging, cognitive and behavioral data
2018
Revue D Epidemiologie Et De Sante Publique
Luigi Antelmi
Marco Lorenzi
Valeria Manera
Philippe Robert
Nicholas Ayache
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