Schedule

Schedule 

All Times are Local Singapore time (UTC+8)              Please notice the time difference, e.g. PDT (UTC -7), EDT (UTC -4), BST (UTC +1), CEST (UTC +2). 

Start End Title

08:00 08:15 Introduction & Welcome

08:15 09:00 Keynote 1 - Dr. Jiashi Feng, Research Lead at TikTok
Talk Title: Source-data free domain adaptation

09:00 09:45 Keynote 2 - Dr. Holger Roth, Senior Applied Research Scientist, NVIDIA
Talk Title: Modern Tools for Collaborative Medical Image Analysis

09:45 11:30 Oral Session 1

• Azade Farshad et al: MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation

• Junfei Xiao et al: CateNorm: Categorical Normalization for Robust Medical Image Segmentation

• Camilla Gonzalez et al: Task-agnostic Continual Hippocampus Segmentation for Smooth Population Shifts

• Zuwei Guo et al: Discriminative, Restorative, and Adversarial Learning: Stepwise Incremental Pretraining

• Ivan Zakazov et al: Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging

• Jiaxuan Pang et al: POPAR: Patch Order Prediction and Appearance Recovery for Self-supervised Medical Image Analysis

• Rasha Sheikh et al: Adaptive Optimization with Early Stopping Improves Across-Scanner Generalization of U-Net based Medical Image Segmentation

• DongAo Ma et al: Benchmarking and Boosting Transformers for Medical Image Classification

11:30 13:00 Lunch Break and Poster Session

13:00 13:45 Keynote 3 - Dr. Pavitra Krishnaswamy, PI and Deputy Division Head, Institute of Infocomm Research - A*STAR
Talk title: Learning with Limited, Imperfect and Multimodal Data for Clinical Imaging Applications

13:45 14:50 Oral Session 2

• Geetank Raipuria et al: Stain-AgLr: Stain Agnostic Learning for Computational Histopathology using Domain Consistency and Stain Regeneration Loss

• Shaya Goodman et al: Unsupervised site adaptation by intra-site variability alignment

• Marawan Elbatel et al: Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy Images.

• Peter Bevan et al: Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification

• Shaya Goodman et al: Supervised domain adaptation using gradients transfer for improved medical image analysis

14:50 14:55 A word from our sponsor - NVIDIA

14:55 15:00 Best Paper Award and Conclusion

          Poster Session