| Dynamic Data Augmentation via MCTS for Prostate MRI Segmentation | May 25, 2023 | Data AugmentationGPU | CodeCode Available | 0 |
| The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma | May 12, 2023 | Brain Image SegmentationBrain Tumor Segmentation | —Unverified | 0 |
| Learning Robust Medical Image Segmentation from Multi-source Annotations | Apr 2, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Knowledge Distillation for Adaptive MRI Prostate Segmentation Based on Limit-Trained Multi-Teacher Models | Mar 16, 2023 | Knowledge DistillationMRI segmentation | —Unverified | 0 |
| SuperMask: Generating High-resolution object masks from multi-view, unaligned low-resolution MRIs | Mar 13, 2023 | MRI segmentationSegmentation | —Unverified | 0 |
| Harmonizing Flows: Unsupervised MR harmonization based on normalizing flows | Jan 27, 2023 | MRI segmentation | CodeCode Available | 1 |
| MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets | Jan 4, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 |
| Multi-planar 3D knee MRI segmentation via UNet inspired architectures | Dec 20, 2022 | MRI segmentationSegmentation | CodeCode Available | 0 |
| Performance Evaluation of Vanilla, Residual, and Dense 2D U-Net Architectures for Skull Stripping of Augmented 3D T1-weighted MRI Head Scans | Nov 29, 2022 | DiagnosticMRI segmentation | —Unverified | 0 |
| Domain generalization in fetal brain MRI segmentation \ multi-reconstruction augmentation | Nov 25, 2022 | Data AugmentationDomain Generalization | —Unverified | 0 |
| Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data | Nov 4, 2022 | MRI segmentation | —Unverified | 0 |
| IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation | Oct 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 0 |
| Reliable brain morphometry from contrast‐enhanced T1w‐MRI in patients with multiple sclerosis | Oct 17, 2022 | 3D Medical Imaging SegmentationAnatomy | CodeCode Available | 1 |
| Attentive Symmetric Autoencoder for Brain MRI Segmentation | Sep 19, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| NestedFormer: Nested Modality-Aware Transformer for Brain Tumor Segmentation | Aug 31, 2022 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Improved post-hoc probability calibration for out-of-domain MRI segmentation | Aug 4, 2022 | Image SegmentationMRI segmentation | CodeCode Available | 0 |
| Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes | Jul 23, 2022 | Brain SegmentationDiagnostic | —Unverified | 0 |
| Multi-Contrast MRI Segmentation Trained on Synthetic Images | Jul 6, 2022 | Image SegmentationMRI segmentation | —Unverified | 0 |
| Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation | Jun 14, 2022 | Brain Tumor SegmentationImage Segmentation | —Unverified | 0 |
| Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI Segmentation | Jun 10, 2022 | Medical Image AnalysisMRI segmentation | CodeCode Available | 1 |
| Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation | Jun 9, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| RT-DNAS: Real-time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation | Jun 8, 2022 | MRI segmentationNeural Architecture Search | —Unverified | 0 |
| Parotid Gland MRI Segmentation Based on Swin-Unet and Multimodal Images | Jun 7, 2022 | MRI segmentationSegmentation | —Unverified | 0 |
| ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training | Jun 5, 2022 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation | Jun 3, 2022 | Image SegmentationIncremental Learning | —Unverified | 0 |
