| Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging | Nov 28, 2023 | AnatomyBrain Segmentation | CodeCode Available | 1 |
| UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation | Sep 19, 2023 | Brain SegmentationDomain Adaptation | CodeCode Available | 1 |
| Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements Integration | Sep 8, 2023 | Brain SegmentationSegmentation | CodeCode Available | 1 |
| Reliable brain morphometry from contrast‐enhanced T1w‐MRI in patients with multiple sclerosis | Oct 17, 2022 | 3D Medical Imaging SegmentationAnatomy | CodeCode Available | 1 |
| UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical Segmentation | Sep 28, 2022 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation | Jan 8, 2022 | Brain SegmentationDomain Adaptation | CodeCode Available | 1 |
| Partial supervision for the FeTA challenge 2021 | Nov 3, 2021 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| Whole Brain Segmentation with Full Volume Neural Network | Oct 29, 2021 | Brain SegmentationRepresentation Learning | CodeCode Available | 1 |
| DBSegment: Fast and robust segmentation of deep brain structures -- Evaluation of transportability across acquisition domains | Oct 18, 2021 | Brain SegmentationSegmentation | CodeCode Available | 1 |
| MONAIfbs: MONAI-based fetal brain MRI deep learning segmentation | Mar 21, 2021 | Brain SegmentationDeep Learning | CodeCode Available | 1 |
| GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging | Feb 26, 2021 | Brain SegmentationData Augmentation | CodeCode Available | 1 |
| CEREBRUM‐7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR Volumes | Jan 28, 2021 | Brain SegmentationSegmentation | CodeCode Available | 1 |
| Direct cortical thickness estimation using deep learning‐based anatomy segmentation and cortex parcellation | Nov 5, 2020 | 3D Medical Imaging SegmentationAnatomy | CodeCode Available | 1 |
| Local Temperature Scaling for Probability Calibration | Aug 12, 2020 | Brain SegmentationSegmentation | CodeCode Available | 1 |
| Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices | Jul 2, 2020 | Brain SegmentationSegmentation | CodeCode Available | 1 |
| Importance Driven Continual Learning for Segmentation Across Domains | Apr 30, 2020 | Brain SegmentationContinual Learning | CodeCode Available | 1 |
| A Learning Strategy for Contrast-agnostic MRI Segmentation | Mar 4, 2020 | Brain SegmentationMRI segmentation | CodeCode Available | 1 |
| FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline | Oct 9, 2019 | Brain SegmentationDeep Learning | CodeCode Available | 1 |
| `Project & Excite' Modules for Segmentation of Volumetric Medical Scans | Jun 11, 2019 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation | Apr 9, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 |
| Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks | Mar 7, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 |
| GOUHFI: a novel contrast- and resolution-agnostic segmentation tool for Ultra-High Field MRI | May 16, 2025 | Brain SegmentationSegmentation | CodeCode Available | 0 |
| FLAIRBrainSeg: Fine-grained brain segmentation using FLAIR MRI only | Apr 4, 2025 | Brain SegmentationImage Generation | —Unverified | 0 |
| Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling | Mar 26, 2025 | Brain SegmentationDeep Learning | —Unverified | 0 |
| Transfer Risk Map: Mitigating Pixel-level Negative Transfer in Medical Segmentation | Feb 4, 2025 | Brain SegmentationImage Segmentation | —Unverified | 0 |
