Unsupervised Detection of Fetal Brain Anomalies using Denoising Diffusion Models

no code implementations • 7 Aug 2024 • Markus Ditlev Sjøgren Olsen, Jakob Ambsdorf, Manxi Lin, Caroline Taksøe-Vester, Morten Bo Søndergaard Svendsen, Anders Nymark Christensen, Mads Nielsen, Martin Grønnebæk Tolsgaard, Aasa Feragen, Paraskevas Pegios

Our experiments on a real-world clinical dataset show the potential of using unsupervised methods for fetal brain anomaly detection.

Anomaly Detection Denoising