| Multi-organ Segmentation Network with Adversarial Performance Validator | Apr 16, 2022 | Computed Tomography (CT)Medical Image Analysis | —Unverified | 0 |
| Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT | Apr 13, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Exemplar Learning for Medical Image Segmentation | Apr 3, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| 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 |
| A novel shape-based loss function for machine learning-based seminal organ segmentation in medical imaging | Mar 7, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Learning Incrementally to Segment Multiple Organs in a CT Image | Mar 4, 2022 | Incremental LearningOrgan Segmentation | —Unverified | 0 |
| Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels | Mar 3, 2022 | Anomaly DetectionCardiac Segmentation | CodeCode Available | 1 |
| Quality or Quantity: Toward a Unified Approach for Multi-organ Segmentation in Body CT | Mar 3, 2022 | Organ SegmentationSegmentation | —Unverified | 0 |
| A unified 3D framework for Organs at Risk Localization and Segmentation for Radiation Therapy Planning | Mar 1, 2022 | Medical Image AnalysisOrgan Segmentation | —Unverified | 0 |
| ViTBIS: Vision Transformer for Biomedical Image Segmentation | Jan 15, 2022 | DecoderImage Segmentation | —Unverified | 0 |
| Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ Segmentation | Jan 5, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Recurrent Feature Propagation and Edge Skip-Connections for Automatic Abdominal Organ Segmentation | Jan 2, 2022 | Computed Tomography (CT)Decoder | —Unverified | 0 |
| C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image | Jan 1, 2022 | AnatomyOrgan Segmentation | CodeCode Available | 0 |
| Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements | Nov 26, 2021 | GPUOrgan Segmentation | CodeCode Available | 0 |
| Explainable multiple abnormality classification of chest CT volumes | Nov 24, 2021 | ClassificationMultiple Instance Learning | CodeCode Available | 0 |
| Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation | Nov 24, 2021 | Domain AdaptationOrgan Segmentation | CodeCode Available | 1 |
| Robust deep learning-based semantic organ segmentation in hyperspectral images | Nov 9, 2021 | Deep LearningImage Segmentation | CodeCode Available | 0 |
| WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image | Nov 3, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation | Oct 20, 2021 | DecoderGPU | —Unverified | 0 |
| A Novel Hybrid Convolutional Neural Network for Accurate Organ Segmentation in 3D Head and Neck CT Images | Sep 26, 2021 | Organ SegmentationSegmentation | —Unverified | 0 |
| Efficient Context-Aware Network for Abdominal Multi-organ Segmentation | Sep 22, 2021 | DecoderOrgan Segmentation | CodeCode Available | 1 |
| DeepStationing: Thoracic Lymph Node Station Parsing in CT Scans using Anatomical Context Encoding and Key Organ Auto-Search | Sep 20, 2021 | Computed Tomography (CT)Organ Segmentation | —Unverified | 0 |
| MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation | Sep 18, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| MS-KD: Multi-Organ Segmentation with Multiple Binary-Labeled Datasets | Aug 5, 2021 | Knowledge DistillationOrgan Segmentation | —Unverified | 0 |