| Boundary loss for highly unbalanced segmentation | Dec 17, 2018 | Brain Lesion Segmentation From MriIschemic Stroke Lesion Segmentation | CodeCode Available | 1 | 5 |
| OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics | Sep 22, 2022 | Medical Image AnalysisTime Series Analysis | CodeCode Available | 1 | 5 |
| Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation | Sep 18, 2021 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 | 5 |
| Big Self-Supervised Models Advance Medical Image Classification | Jan 13, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data | Mar 1, 2023 | Data AugmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? | May 30, 2025 | DiagnosticMedical Image Analysis | CodeCode Available | 1 | 5 |
| BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture | Jul 1, 2020 | DecoderDenoising | CodeCode Available | 1 | 5 |
| DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation | Mar 5, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| USCL: Pretraining Deep Ultrasound Image Diagnosis Model through Video Contrastive Representation Learning | Nov 25, 2020 | Contrastive LearningMedical Image Analysis | CodeCode Available | 1 | 5 |
| fastMONAI: A low-code deep learning library for medical image analysis | Sep 26, 2023 | Medical Image AnalysisMedical Image Classification | CodeCode Available | 1 | 5 |
