| Prompt-driven Latent Domain Generalization for Medical Image Classification | Jan 5, 2024 | Domain Generalizationimage-classification | CodeCode Available | 1 |
| Building Universal Foundation Models for Medical Image Analysis with Spatially Adaptive Networks | Dec 12, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting | Dec 7, 2023 | Medical Image AnalysisOrgan Segmentation | CodeCode Available | 1 |
| Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts | Dec 5, 2023 | Active LearningDiversity | CodeCode Available | 1 |
| Evaluating General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks | Dec 4, 2023 | Few-Shot LearningMedical Image Analysis | CodeCode Available | 1 |
| Learning Anatomically Consistent Embedding for Chest Radiography | Dec 1, 2023 | AnatomyMedical Image Analysis | CodeCode Available | 1 |
| Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning | Nov 29, 2023 | Continual LearningContinual Self-Supervised Learning | CodeCode Available | 1 |
| PHG-Net: Persistent Homology Guided Medical Image Classification | Nov 28, 2023 | Classificationimage-classification | CodeCode Available | 1 |
| UAE: Universal Anatomical Embedding on Multi-modality Medical Images | Nov 25, 2023 | Medical Image AnalysisSelf-Supervised Learning | CodeCode Available | 1 |
| SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation | Nov 25, 2023 | Image RegistrationMedical Image Analysis | CodeCode Available | 1 |
