2 papers
eess.IV2024
Tumor aware recurrent inter-patient deformable image registration of computed tomography scans with lung cancer
Jue Jiang, Chloe Min Seo Choi, Maria Thor +2
Background: Voxel-based analysis (VBA) for population level radiotherapy (RT) outcomes modeling requires topology preserving inter-patient deformable image registration (DIR) that…
cs.CV2023
Self-distilled Masked Attention guided masked image modeling with noise Regularized Teacher (SMART) for medical image analysis
Jue Jiang, Aneesh Rangnekar, Chloe Min Seo Choi +1
Pretraining vision transformers (ViT) with attention guided masked image modeling (MIM) has shown to increase downstream accuracy for natural image analysis. Hierarchical shifted w…