q-Space Novelty Detection with Variational Autoencoders

DOI10.1007/978-3-030-52893-5_10zbMath1457.92104arXiv1806.02997OpenAlexW3156089232MaRDI QIDQ5147122

No author found.

Publication date: 2 February 2021

Published in: Computational Diffusion MRI (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1806.02997

zbMATH Keywords

novelty detectionvariational autoencodersdiffusion MRI processing

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Biomedical imaging and signal processing (92C55) Neural networks for/in biological studies, artificial life and related topics (92B20) Computational methods for problems pertaining to biology (92-08)

Uses Software

• L-BFGS
• Elastix
• Adam

Cites Work

• Kernel PCA for novelty detection
• Updating Quasi-Newton Matrices with Limited Storage