| MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment | Jan 16, 2024 | Concept AlignmentExplainable artificial intelligence | CodeCode Available | 1 |
| MIPHEI-ViT: Multiplex Immunofluorescence Prediction from H&E Images using ViT Foundation Models | May 15, 2025 | Image-to-Image TranslationMedical Image Analysis | CodeCode Available | 1 |
| Modelling the Distribution of 3D Brain MRI using a 2D Slice VAE | Jul 9, 2020 | AnatomyMedical Image Analysis | CodeCode Available | 1 |
| Big Self-Supervised Models Advance Medical Image Classification | Jan 13, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data | Mar 1, 2023 | Data AugmentationMedical Image Analysis | CodeCode Available | 1 |
| Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis | Aug 19, 2019 | AnatomyBrain Tumor Segmentation | CodeCode Available | 1 |
| BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture | Jul 1, 2020 | DecoderDenoising | CodeCode Available | 1 |
| M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks | Jun 21, 2023 | Active LearningBrain Tumor Segmentation | CodeCode Available | 1 |
| Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? | Jan 1, 2021 | AllImage Segmentation | CodeCode Available | 1 |
| ConceptCLIP: Towards Trustworthy Medical AI via Concept-Enhanced Contrastive Langauge-Image Pre-training | Jan 26, 2025 | ArticlesConcept Alignment | CodeCode Available | 1 |
