A Decentralized Framework for Biostatistics and Privacy Concerns.

Mangold, Paul; Filiot, Alexandre; Moussa, Mouhamed; Sobanski, Vincent; Ficheur, Gregoire; Andrey, Paul; Lamer, Antoine

Mangold, Paul; Filiot, Alexandre; Moussa, Mouhamed; Sobanski, Vincent; Ficheur, Gregoire; Andrey, Paul; Lamer, Antoine.

Affiliation

Mangold P; CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France.
Filiot A; INRIA Lille Nord Europe, Magnet Team, 59650, Villeneuve d'Ascq, France.
Moussa M; ENS de Lyon, 69007, Lyon, France.
Sobanski V; CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France.
Ficheur G; CHU Lille, Pole d'Anesthesie-Reanimation, 59000, Lille, France.
Andrey P; CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France.
Lamer A; CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France.

Stud Health Technol Inform ; 275: 137-141, 2020 Nov 23.

Article in En | MEDLINE | ID: mdl-33227756

Subject(s)

Biostatistics; Privacy; Algorithms; Biometry; Machine Learning

Key words

biostatistics; data privacy; federated learning

Fulltext

Add to My VHL

XML

PubMed Links

Search on Google

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Biostatistics / Privacy Type of study: Clinical_trials Aspects: Ethics Language: En Journal: Stud Health Technol Inform Journal subject: INFORMATICA MEDICA / PESQUISA EM SERVICOS DE SAUDE Year: 2020 Document type: Article Affiliation country: France Country of publication: Netherlands

Fulltext

Add to My VHL

XML

PubMed Links

Search on Google