NiftyNet: a deep-learning platform for medical imaging

Gibson, Eli; Li, Wenqi; H. Sudre, Carole; Fidon, Lucas; I. Shakir, Dzhoshkun; Wang, Guotai; Eaton-Rosen, Zach; Gray, Robert; Doel, Tom; Hu, Yipeng; Whyntie, T.; Nachev, Parashkev; Modat, Marc; C. Barratt, Dean; Ourselin, Sébastien; Jorge Cardoso, M.; Vercauteren, Tom

doi:10.1016/j.cmpb.2018.01.025

Public

NiftyNet: a deep-learning platform for medical imaging

Published in Computer Methods and Programs in Biomedicine • Jan 31, 2018

Authors:

Eli Gibson

Wenqi Li

Carole H. Sudre

Abstract

BACKGROUND AND OBJECTIVES: Medical image analysis and computer-assisted intervention problems are increasingly being addressed with deep-learning-based solutions. Established deep-learning platforms are flexible but do not provide specific functionality for medical image analysis and adapting them f...

Subject

Computer science

Deep learning

Artificial intelligence

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