MELBA Symposium on Generative Models

2024/05/14

We are thrilled to announce the MELBA Symposium on Generative Models, which will take place on Tuesday, June 11 at 9-11:30 AM EDT, 3-5:30 PM CEST! Join us for an exciting lineup of talks from spotlight papers at MELBA surrounding generative models, machine learning and biomedical imaging. Afterwards, there will be a panel discussion with all speakers moderated by a member of the MELBA board.

Schedule:

All times are EDT/UTC-4

09:00 - 09:30

CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation
Authors: Yunjie Chen, Marius Staring, Olaf M. Neve, Stephan R. Romeijn, Erik F. Hensen, Berit M. Verbist, Jelmer M. Wolterink, Qian Tao

09:30 - 10:00

Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PET
Authors: Ravi Hassanaly, Camille Brianceau, Maëlys Solal, Olivier Colliot, Ninon Burgos

10:00 - 10:30

Score-Based Generative Models for PET Image Reconstruction
Authors: Imraj RD Singh, Alexander Denker, Riccardo Barbano, Željko Kereta, Bangti Jin, Kris Thielemans, Peter Maass, Simon Arridge

10:30 - 11:00

A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models
Authors: Yunguan Fu, Yiwen Li, Shaheer U Saeed, Matthew J Clarkson, Yipeng Hu

11:00 - 11:30

Panel discussion
All speakers