97 citations
- InsermFR4 papers
- Assistance Publique – Hôpitaux de ParisFR3 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- NeuroDiderotFR3 papers
- Sorbonne UniversitéFR3 papers
- Université Paris-SaclayFR2 papers
- Aix-Marseille UniversitéFR1 paper
- Athinoula A. Martinos Center for Biomedical ImagingUS1 paper
- Boston UniversityUS1 paper
- Brigham and Women's HospitalUS1 paper
- Cardiff UniversityGB1 paper
- CEA Paris-SaclayFR1 paper
5 papers
Millennium Pathways for Tractography: 40 grand challenges to shape the future of tractography
Maxime Descoteaux, Kurt G. Schilling, Dogu Baran Aydogan +44
In the spirit of the historic Millennium Prize Problems that heralded a new era for mathematics, the newly formed International Society for Tractography (IST) has launched the Mill…
Parameter estimation of hidden Markov models: comparison of EM and quasi-Newton methods with a new hybrid algorithm
Sidonie Foulon, Thérèse Truong, Anne-Louise Leutenegger +1
Hidden Markov Models (HMM) model a sequence of observations that are dependent on a hidden (or latent) state that follow a Markov chain. These models are widely used in diverse fie…
Top-m identification for linear bandits
Clémence Réda, Emilie Kaufmann, Andrée Delahaye-Duriez
Motivated by an application to drug repurposing, we propose the first algorithms to tackle the identification of the m 1 arms with largest means in a linear bandit model, in…
Homozygous GRN mutations: unexpected phenotypes and new insights into pathological and molecular mechanisms
Vincent Huin, Mathieu Barbier, Armand Bottani +18
Homozygous mutations in the progranulin gene (GRN) are associated with neuronal ceroid lipofuscinosis 11 (CLN11), a rare lysosomal-storage disorder characterized by cerebellar atax…
Recent advances in methodology for clinical trials in small populations: the InSPiRe project
T. Friede, M. Posch, S. Zohar +19
Where there are a limited number of patients, such as in a rare disease, clinical trials in these small populations present several challenges, including statistical issues. This l…