| 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 |
| Importance Driven Continual Learning for Segmentation Across Domains | Apr 30, 2020 | Brain SegmentationContinual Learning | CodeCode Available | 1 |
| MixNet: Multi-modality Mix Network for Brain Segmentation | Apr 21, 2020 | Brain Segmentation | CodeCode Available | 0 |
| ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical Imaging | Mar 20, 2020 | Brain Image SegmentationBrain Segmentation | CodeCode Available | 0 |
| A Learning Strategy for Contrast-agnostic MRI Segmentation | Mar 4, 2020 | Brain SegmentationMRI segmentation | CodeCode Available | 1 |
| Region of Interest Identification for Brain Tumors in Magnetic Resonance Images | Feb 26, 2020 | Brain SegmentationSegmentation | —Unverified | 0 |
| Recalibrating 3D ConvNets with Project & Excite | Feb 25, 2020 | Brain SegmentationSegmentation | CodeCode Available | 0 |
| End-to-end semantic segmentation of personalized deep brain structures for non-invasive brain stimulation | Feb 13, 2020 | Brain SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention | Jan 12, 2020 | Brain SegmentationHard Attention | —Unverified | 0 |
| Analysis of effectiveness of thresholding in perfusion ROI detection on T2-weighted MR images with abnormal brain anatomy | Dec 5, 2019 | AnatomyBrain Segmentation | —Unverified | 0 |
| AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation | Nov 20, 2019 | Brain SegmentationDecision Making | —Unverified | 0 |
| DARTS: DenseUnet-based Automatic Rapid Tool for brain Segmentation | Nov 13, 2019 | Brain SegmentationDeep Learning | CodeCode Available | 0 |
| CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion | Oct 10, 2019 | Brain SegmentationSegmentation | —Unverified | 0 |
| FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline | Oct 9, 2019 | Brain SegmentationDeep Learning | CodeCode Available | 1 |
| Transfer Learning from Partial Annotations for Whole Brain Segmentation | Aug 28, 2019 | Brain Image SegmentationBrain Segmentation | —Unverified | 0 |
| Generalizing Deep Whole Brain Segmentation for Pediatric and Post-Contrast MRI with Augmented Transfer Learning | Aug 13, 2019 | Brain SegmentationData Augmentation | —Unverified | 0 |
| Automatic Intracranial Brain Segmentation from Computed Tomography Head Images | Jun 21, 2019 | Brain SegmentationComputed Tomography (CT) | —Unverified | 0 |
| `Project & Excite' Modules for Segmentation of Volumetric Medical Scans | Jun 11, 2019 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm | Jun 9, 2019 | 3D Medical Imaging SegmentationBrain Segmentation | CodeCode Available | 0 |
| AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation | Jun 5, 2019 | Brain SegmentationDecision Making | —Unverified | 0 |
| BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning | May 16, 2019 | Brain SegmentationFederated Learning | —Unverified | 0 |
| A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods | May 4, 2019 | Brain SegmentationClustering | —Unverified | 0 |
| Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks | Apr 27, 2019 | Brain Segmentation | —Unverified | 0 |
| Unsupervised Deep Learning for Bayesian Brain MRI Segmentation | Apr 25, 2019 | Brain Image SegmentationBrain Segmentation | CodeCode Available | 0 |
| 3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation | Apr 5, 2019 | Brain SegmentationModel Compression | —Unverified | 0 |
