| Auto-segmentation of Hip Joints using MultiPlanar UNet with Transfer learning | Aug 17, 2022 | SegmentationTransfer Learning | CodeCode Available | 0 | 5 |
| A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation | Sep 16, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation | May 11, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Meta-Learning Initializations for Image Segmentation | Dec 13, 2019 | Bayesian OptimizationFew-Shot Image Classification | CodeCode Available | 0 | 5 |
| AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation | Aug 28, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Metadata Improves Segmentation Through Multitasking Elicitation | Aug 18, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel Weighting | Oct 5, 2021 | Meta-LearningSegmentation | CodeCode Available | 0 | 5 |
| Memory-based Ensemble Learning in CMR Semantic Segmentation | Feb 13, 2025 | Ensemble LearningPatient-Specific Segmentation | CodeCode Available | 0 | 5 |
| Autopet III challenge: Incorporating anatomical knowledge into nnUNet for lesion segmentation in PET/CT | Sep 18, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 0 | 5 |
| ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image Segmentation | Jul 5, 2022 | Image SegmentationKnowledge Distillation | CodeCode Available | 0 | 5 |
| AutoPET Challenge III: Testing the Robustness of Generalized Dice Focal Loss trained 3D Residual UNet for FDG and PSMA Lesion Segmentation from Whole-Body PET/CT Images | Sep 16, 2024 | Lesion SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images | May 31, 2022 | GPUImage Segmentation | CodeCode Available | 0 | 5 |
| Autopet Challenge 2023: nnUNet-based whole-body 3D PET-CT Tumour Segmentation | Sep 24, 2023 | Computed Tomography (CT)Lesion Segmentation | CodeCode Available | 0 | 5 |
| AutoPET Challenge 2022: Step-by-Step Lesion Segmentation in Whole-body FDG-PET/CT | Sep 4, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 0 | 5 |
| AutoPET Challenge 2022: Automatic Segmentation of Whole-body Tumor Lesion Based on Deep Learning and FDG PET/CT | Aug 31, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 0 | 5 |
| A Multi-Scale Recurrent Framework for Motion Segmentation With Event Camera | Jul 28, 2023 | Motion SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Auto-nnU-Net: Towards Automated Medical Image Segmentation | May 22, 2025 | AutoMLComputational Efficiency | CodeCode Available | 0 | 5 |
| Meply: A Large-scale Dataset and Baseline Evaluations for Metastatic Perirectal Lymph Node Detection and Segmentation | Apr 13, 2024 | Segmentation | CodeCode Available | 0 | 5 |
| Medical Image Segmentation Using Directional Window Attention | Jun 25, 2024 | Cell SegmentationDiagnostic | CodeCode Available | 0 | 5 |
| 2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy | Jul 30, 2019 | Segmentation | CodeCode Available | 0 | 5 |
| Medical Image Segmentation Using Deep Learning: A Survey | Sep 28, 2020 | Data AugmentationDeep Learning | CodeCode Available | 0 | 5 |
| Automatic Tooth Segmentation from 3D Dental Model using Deep Learning: A Quantitative Analysis of what can be learnt from a Single 3D Dental Model | Sep 16, 2022 | Data AugmentationPoint Cloud Segmentation | CodeCode Available | 0 | 5 |
| MedAI: Transparency in Medical Image Segmentation | Nov 1, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| MDA-Net: Multiscale dual attention-based network for breast lesion segmentation using ultrasound images | Oct 21, 2021 | Lesion SegmentationSegmentation | CodeCode Available | 0 | 5 |
| A Multimodal Feature Distillation with CNN-Transformer Network for Brain Tumor Segmentation with Incomplete Modalities | Apr 22, 2024 | Brain Tumor SegmentationSegmentation | CodeCode Available | 0 | 5 |
