| Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation | Mar 4, 2024 | Data AugmentationImage Segmentation | —Unverified | 0 |
| Cloud-based Federated Learning Framework for MRI Segmentation | Mar 1, 2024 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Expert-Adaptive Medical Image Segmentation | Feb 11, 2024 | Brain SegmentationImage Segmentation | —Unverified | 0 |
| MRAnnotator: multi-Anatomy and many-Sequence MRI segmentation of 44 structures | Feb 1, 2024 | AnatomyBenchmarking | —Unverified | 0 |
| SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI | Jan 23, 2024 | MRI segmentationSegmentation | CodeCode Available | 2 |
| Testing the Segment Anything Model on radiology data | Dec 20, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Influence of Prompting Strategies on Segment Anything Model (SAM) for Short-axis Cardiac MRI segmentation | Dec 14, 2023 | MRI segmentationSegmentation | —Unverified | 0 |
| VINNA for Neonates -- Orientation Independence through Latent Augmentations | Nov 29, 2023 | MRI segmentationSegmentation | CodeCode Available | 0 |
| Bayesian Neural Networks for 2D MRI Segmentation | Nov 24, 2023 | Deep LearningImage Segmentation | —Unverified | 0 |
| Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation | Nov 16, 2023 | Domain GeneralizationMedical Diagnosis | CodeCode Available | 1 |
| A 3D generative model of pathological multi-modal MR images and segmentations | Nov 8, 2023 | Data AugmentationMRI segmentation | CodeCode Available | 1 |
| Pelvic floor MRI segmentation based on semi-supervised deep learning | Nov 6, 2023 | Deep LearningDiagnostic | —Unverified | 0 |
| Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation | Oct 28, 2023 | Computational EfficiencyMRI segmentation | —Unverified | 0 |
| ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation | Oct 22, 2023 | Domain AdaptationMRI segmentation | CodeCode Available | 0 |
| Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation | Oct 21, 2023 | Image SegmentationLeft Atrium Segmentation | —Unverified | 0 |
| UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation | Sep 19, 2023 | Brain SegmentationDomain Adaptation | CodeCode Available | 1 |
| Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentation | Sep 11, 2023 | Brain SegmentationMRI segmentation | CodeCode Available | 0 |
| Enhancing Cardiac MRI Segmentation via Classifier-Guided Two-Stage Network and All-Slice Information Fusion Transformer | Sep 2, 2023 | AllMRI segmentation | —Unverified | 0 |
| Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach | Aug 12, 2023 | Contrastive LearningMRI segmentation | —Unverified | 0 |
| Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging | Aug 8, 2023 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation | Aug 4, 2023 | Brain SegmentationDeep Learning | —Unverified | 0 |
| Sparse annotation strategies for segmentation of short axis cardiac MRI | Jul 24, 2023 | Data AugmentationFew-Shot Learning | —Unverified | 0 |
| Confidence Intervals for Performance Estimates in Brain MRI Segmentation | Jul 20, 2023 | Brain Tumor SegmentationHippocampus | —Unverified | 0 |
| Boundary-weighted logit consistency improves calibration of segmentation networks | Jul 16, 2023 | Image SegmentationMRI segmentation | —Unverified | 0 |
| Identification of Novel Diagnostic Neuroimaging Biomarkers for Autism Spectrum Disorder Through Convolutional Neural Network-Based Analysis of Functional, Structural, and Diffusion Tensor Imaging Data Towards Enhanced Autism Diagnosis | May 30, 2023 | Brain Lesion Segmentation From MriClassification with Binary Neural Network | —Unverified | 0 |
| 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 |