JOURNAL ARTICLE

Federated disentangled representation learning for unsupervised brain anomaly detection

Cosmin I. BerceaBenedikt WiestlerDaniel RueckertShadi Albarqouni

Year: 2022 Journal:   Nature Machine Intelligence Vol: 4 (8)Pages: 685-695   Publisher: Nature Portfolio
Keywords:
Computer science Artificial intelligence Anomaly detection Deep learning Segmentation Autoencoder Convolutional neural network Workflow Feature learning Machine learning Pattern recognition (psychology) Database

Metrics

59
Cited By
11.52
FWCI (Field Weighted Citation Impact)
47
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

COVID-19 diagnosis using AI
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging
Brain Tumor Detection and Classification
Life Sciences →  Neuroscience →  Neurology
Domain Adaptation and Few-Shot Learning
Physical Sciences →  Computer Science →  Artificial Intelligence
© 2026 ScienceGate Book Chapters — All rights reserved.