| D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation | Mar 15, 2024 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| 3D Vascular Segmentation Supervised by 2D Annotation of Maximum Intensity Projection | Feb 19, 2024 | Organ SegmentationSegmentation | 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 |
| 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 |
| Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation | Nov 17, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Transfer learning from a sparsely annotated dataset of 3D medical images | Nov 8, 2023 | Organ SegmentationSegmentation | CodeCode Available | 1 |
| LLM-driven Multimodal Target Volume Contouring in Radiation Oncology | Nov 3, 2023 | Organ Segmentation | CodeCode Available | 1 |
| MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation | Sep 16, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Self-supervised Semantic Segmentation: Consistency over Transformation | Aug 31, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Abdominal organ segmentation via deep diffeomorphic mesh deformations | Jun 27, 2023 | Organ SegmentationSegmentation | CodeCode Available | 1 |
| Learnable Weight Initialization for Volumetric Medical Image Segmentation | Jun 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Continual Learning for Abdominal Multi-Organ and Tumor Segmentation | Jun 1, 2023 | Continual LearningOrgan Segmentation | CodeCode Available | 1 |
| Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation | Mar 29, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis | Jan 2, 2023 | Brain Tumor SegmentationMedical Image Analysis | CodeCode Available | 1 |
| MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery | Dec 29, 2022 | AnatomyData Augmentation | CodeCode Available | 1 |
| Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding | Dec 5, 2022 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| DLUNet: Semi-supervised Learning based Dual-Light UNet for Multi-organ Segmentation | Sep 22, 2022 | GPUOrgan Segmentation | CodeCode Available | 1 |
| Boundary-Aware Network for Abdominal Multi-Organ Segmentation | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ Segmentation | Jul 23, 2022 | CPUGPU | CodeCode Available | 1 |
| AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation | Jun 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Federated Multi-organ Segmentation with Inconsistent Labels | Jun 14, 2022 | DecoderFederated Learning | CodeCode Available | 1 |
| Self-supervised 3D anatomy segmentation using self-distilled masked image transformer (SMIT) | May 20, 2022 | AnatomyImage Segmentation | CodeCode Available | 1 |
| Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow | Mar 16, 2022 | 3D geometryDecoder | CodeCode Available | 1 |
| Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation | Mar 10, 2022 | Brain Tumor Segmentationimage-classification | CodeCode Available | 1 |
| Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels | Mar 3, 2022 | Anomaly DetectionCardiac Segmentation | CodeCode Available | 1 |
