2024
DiMEDIA: Diffusion Models in Medical Imaging and Analysis
An ISBI 2024 tutorial building on MICCAI 2023, covering diffusion model theory, advanced conditioning, and medical imaging applications with MONAI demos.
2023
Diffusion Models For Medical Imaging
A MICCAI 2023 tutorial covering diffusion model theory, applications in medical imaging, and hands-on demos with MONAI Generative Models.
2021
DREAM 2021: Disentangled Representations for Efficient Algorithms for Medical data
At MICCAI 2021, we present disentangled representations and their connection to causal mechanisms, with applications in medical imaging.
2020
DREAM 2020: Disentangled Representations for Efficient Algorithms for Medical data
At MICCAI 2020, we introduce and motivate the use of disentangled representations in medical imaging and present the latest methods.