Bayesian generative models can flag performance loss, bias, and out-of-distribution image content

Miguel López-Pérez, Marco Miani, Valery Naranjo +2

Generative models are popular for medical imaging tasks such as anomaly detection, feature extraction, data visualization, or image generation. Since they are parameterized by deep…