| DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets | Nov 20, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Abdominal organ segmentation via deep diffeomorphic mesh deformations | Jun 27, 2023 | Organ SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation | Mar 4, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 | 5 |
| Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding | Dec 5, 2022 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| 3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation | Sep 4, 2019 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Unpaired Multi-modal Segmentation via Knowledge Distillation | Jan 6, 2020 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| LLM-driven Multimodal Target Volume Contouring in Radiation Oncology | Nov 3, 2023 | Organ Segmentation | CodeCode Available | 1 | 5 |
| Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation | Nov 17, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| 3D Vascular Segmentation Supervised by 2D Annotation of Maximum Intensity Projection | Feb 19, 2024 | Organ SegmentationSegmentation | CodeCode Available | 1 | 5 |
| MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery | Dec 29, 2022 | AnatomyData Augmentation | CodeCode Available | 1 | 5 |
| A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation | Mar 18, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation | Sep 16, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks | Mar 7, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 | 5 |
| AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation | Jun 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Boundary-Aware Network for Abdominal Multi-Organ Segmentation | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Continual Learning for Abdominal Multi-Organ and Tumor Segmentation | Jun 1, 2023 | Continual LearningOrgan Segmentation | CodeCode Available | 1 | 5 |
| Efficient Context-Aware Network for Abdominal Multi-organ Segmentation | Sep 22, 2021 | DecoderOrgan Segmentation | CodeCode Available | 1 | 5 |
| CRISP-SAM2: SAM2 with Cross-Modal Interaction and Semantic Prompting for Multi-Organ Segmentation | Jun 29, 2025 | Organ Segmentation | CodeCode Available | 1 | 5 |
| CENet: Context Enhancement Network for Medical Image Segmentation | May 23, 2025 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction | Jan 1, 2020 | Image SegmentationOrgan Segmentation | CodeCode Available | 1 | 5 |
| Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation | Mar 10, 2022 | Brain Tumor Segmentationimage-classification | CodeCode Available | 1 | 5 |
| Benchmarking Scalable Epistemic Uncertainty Quantification in Organ Segmentation | Aug 15, 2023 | BenchmarkingMedical Image Analysis | CodeCode Available | 0 | 5 |
| MAISI: Medical AI for Synthetic Imaging | Sep 13, 2024 | Computed Tomography (CT)Organ Segmentation | CodeCode Available | 0 | 5 |
| AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation | Aug 28, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Auto-nnU-Net: Towards Automated Medical Image Segmentation | May 22, 2025 | AutoMLComputational Efficiency | CodeCode Available | 0 | 5 |
