1.2k citations
- Centre National de la Recherche ScientifiqueFR91 papers
- Sorbonne UniversitéFR44 papers
- Université Paris CitéFR40 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR26 papers
- Institut CurieFR20 papers
- Institut national de recherche en sciences et technologies du numériqueFR20 papers
- Assistance Publique – Hôpitaux de ParisFR16 papers
- Lyon 1 UniversitéFR14 papers
- CEA GrenobleFR13 papers
- ESPCI ParisFR13 papers
- Sorbonne Paris CitéFR12 papers
- Aix-Marseille UniversitéFR11 papers
Showing 2017 · stat.MLShow all
3 papers · 2 filters
stat.ML2017★ 2 cited
Multilevel Modeling with Structured Penalties for Classification from Imaging Genetics data
Pascal Lu, Olivier Colliot
In this paper, we propose a framework for automatic classification of patients from multimodal genetic and brain imaging data by optimally combining them. Additive models with unad…
stat.ML2017★ 10 cited
Statistical learning of spatiotemporal patterns from longitudinal manifold-valued networks
Igor Koval, Jean-Baptiste Schiratti, Alexandre Routier +4
We introduce a mixed-effects model to learn spatiotempo-ral patterns on a network by considering longitudinal measures distributed on a fixed graph. The data come from repeated obs…
stat.ML2017★ 15 cited
Yet Another ADNI Machine Learning Paper? Paving The Way Towards Fully-reproducible Research on Classification of Alzheimer's Disease
Jorge Samper-González, Ninon Burgos, Sabrina Fontanella +5
In recent years, the number of papers on Alzheimer's disease classification has increased dramatically, generating interesting methodological ideas on the use machine learning and…