| Boosting multiple sclerosis lesion segmentation through attention mechanism | Jul 1, 2023 | Brain Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression | May 27, 2024 | Brain Image SegmentationBrain Tumor Segmentation | CodeCode Available | 1 | 5 |
| Using deep convolutional neural networks for neonatal brain image segmentation | Mar 26, 2020 | Brain Image SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Non-local U-Net for Biomedical Image Segmentation | Dec 10, 2018 | Brain Image SegmentationDecoder | CodeCode Available | 1 | 5 |
| Learning from imperfect training data using a robust loss function: application to brain image segmentation | Aug 8, 2022 | Brain Image SegmentationEEG | CodeCode Available | 0 | 5 |
| A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis | Aug 12, 2020 | 3D Medical Imaging SegmentationBrain Image Segmentation | CodeCode Available | 0 | 5 |
| An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion Segmentation | Jul 10, 2022 | 3D Medical Imaging SegmentationBrain Image Segmentation | CodeCode Available | 0 | 5 |
| DAM-AL: Dilated Attention Mechanism with Attention Loss for 3D Infant Brain Image Segmentation | Dec 27, 2021 | Brain Image SegmentationImage Segmentation | CodeCode Available | 0 | 5 |
| Enforcing temporal consistency in Deep Learning segmentation of brain MR images | Jun 13, 2019 | 3D Medical Imaging Segmentation4D Spatio Temporal Semantic Segmentation | CodeCode Available | 0 | 5 |
| ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging Data | Dec 6, 2022 | Brain Image SegmentationImage Registration | CodeCode Available | 0 | 5 |
| Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning | Oct 29, 2018 | 3D Medical Imaging SegmentationBrain Image Segmentation | CodeCode Available | 0 | 5 |
| FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics | Dec 16, 2016 | Brain Image Segmentationimage-classification | CodeCode Available | 0 | 5 |
| A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis | May 11, 2020 | 3D Medical Imaging SegmentationBrain Image Segmentation | CodeCode Available | 0 | 5 |
| NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation Pipelines | Jun 11, 2018 | Brain Image SegmentationBrain Segmentation | CodeCode Available | 0 | 5 |
| One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data | Jul 27, 2023 | Brain Image SegmentationImage Registration | CodeCode Available | 0 | 5 |
| ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical Imaging | Mar 20, 2020 | Brain Image SegmentationBrain Segmentation | CodeCode Available | 0 | 5 |
| Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images | Aug 3, 2022 | Brain Image SegmentationData Augmentation | CodeCode Available | 0 | 5 |
| Multi-Task Neural Processes | Nov 10, 2021 | Bayesian InferenceBrain Image Segmentation | —Unverified | 0 | 0 |
| Transfer Learning from Partial Annotations for Whole Brain Segmentation | Aug 28, 2019 | Brain Image SegmentationBrain Segmentation | —Unverified | 0 | 0 |
| Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance Imaging | Feb 13, 2024 | Brain Image SegmentationBrain Segmentation | —Unverified | 0 | 0 |
| Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation | Jun 24, 2015 | Brain Image SegmentationImage Segmentation | —Unverified | 0 | 0 |
| Automatic quality control framework for more reliable integration of machine learning-based image segmentation into medical workflows | Dec 6, 2021 | Brain Image SegmentationDiagnostic | —Unverified | 0 | 0 |
| Unsupervised Deep Learning for Bayesian Brain MRI Segmentation | Apr 25, 2019 | Brain Image SegmentationBrain Segmentation | —Unverified | 0 | 0 |
| EGMM: an Evidential Version of the Gaussian Mixture Model for Clustering | Oct 3, 2020 | Brain Image SegmentationClustering | —Unverified | 0 | 0 |
| Brain Segmentation from k-space with End-to-end Recurrent Attention Network | Dec 5, 2018 | Brain Image SegmentationBrain Segmentation | —Unverified | 0 | 0 |
