08:35
– 09:05
|
Poster Highlights (15 talks - 2min each)
003:
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis
for Multiple Sclerosis Brain Images, Basaran, Qiao, Matthews,
Bai (In-person) (code)
004:
Generating Artificial Artifacts for Motion Artifact Detection in
Chest CT, van der Ham, Latisenko, Tsiaousis, van Tulder (code)
005:
Probabilistic Image Diversification to Improve Segmentation in
3D Microscopy Image Data, Eschweiler, Schock, Stegmaier (code)
006:
Pathology synthesis of 3D consistent cardiac MR images using 2D
VAEs and GANs, Amirrajab, Lorenz, Weese, Pluim, Breeuwer (code)
008:
HealthyGAN: Learning from Unannotated Medical Images to Detect
Anomalies Associated with Human Disease, Rahman Siddiquee, Shah,
Wu, Chong, Schwedt, Li (code)
010:
Bi-directional Synthesis of Pre- and Post-contrast MRI via
Guided Feature Disentanglement, Xue, Dewey, Zuo, Han, Carass,
Duan, Remedios, Pham, Saidha, Calabresi, Prince (video)
011:
Morphology-preserving Autoregressive 3D Generative Modelling of
the Brain, Tudosiu, Graham, Fernandez, Yang, Appleyard, Novati,
Mehra, Vella, Cardoso, Nachev, Ourselin, Borges, Pinaya (code)
012:
Can segmentation models be trained with fully synthetically
generated data? Fernandez, Pinaya, Borges, Tudosiu, Graham ,
Vercauteren , Cardoso
013:
Multimodal super resolution with dual domain loss and gradient
guidance, Krishnan, UPENDRA, Pramanik, Song, Carano
014:
Brain Lesion Synthesis via Progressive Adversarial Variational
Auto-Encoder, Huo, Vakharia, Wu, Sharan, Ko, Ourselin, Sparks
016:
Contrastive Learning for Generating Optical Coherence Tomography
Images of the Retina, Kaplan, Lensu (code)
017:
A novel method combining global and local assessments to
evaluate CBCT-based synthetic CTs, Sargeant, Green, Shortall,
Chuter, Xu, Thill, O'Connell, McWilliam
018:
SuperFormer: Volumetric Transformer Architectures for MRI
Super-Resolution, Forigua, Escobar, Arbeláez (code)
019:
Evaluating the Performance of StyleGAN2-ADA on Medical Images,
Woodland, Wood, Anderson, Kundu, Lin, Koay, Odisio, Chung, Kang,
Venkatesan, Yedururi, De, Lin, Patel, Brock
021:
Backdoor Attack is A Devil in Federated GAN-based Medical Image
Synthesis, Jin, Li (code)
|
10:40
– 11:10
|
Oral
Session 2 (2 talks - 15min each)
010:
Bi-directional Synthesis of Pre- and Post-contrast MRI via
Guided Feature Disentanglement, Xue, Dewey, Zuo, Han, Carass,
Duan, Remedios, Pham, Saidha, Calabresi, Prince (video)
012:
Can segmentation models be trained with fully synthetically
generated data? Fernandez, Pinaya, Borges, Tudosiu, Graham ,
Vercauteren , Cardoso
|
