ClinicaDL: An open-source deep learning software for reproducible neuroimaging processing

•ClinicaDL, an open-source deep learning software, was implemented to allow neuroimaging processing in a safe environment avoiding common pitfalls found in the literature (unclear preprocessing of neuroimaging data sets, data leakage, and lack of reproducibility).•A large diversity of functionalitie...

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Veröffentlicht in:	Computer methods and programs in biomedicine 2022-06, Vol.220, p.106818-106818, Article 106818
Hauptverfasser:	Thibeau-Sutre, Elina, Díaz, Mauricio, Hassanaly, Ravi, Routier, Alexandre, Dormont, Didier, Colliot, Olivier, Burgos, Ninon
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Intelligence Computer Science Data leakage Deep Learning Image Processing, Computer-Assisted - methods Life Sciences Medical Imaging Neuroimaging Neuroimaging - methods Neurons and Cognition Open-source Reproducibility Reproducibility of Results Software
Online-Zugang:	Volltext
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