| A survey of loss functions for semantic segmentation | Jun 26, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast | Dec 24, 2020 | Image RegistrationSkull Stripping | CodeCode Available | 1 | 5 |
| ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation | Feb 13, 2020 | Computational EfficiencyDeep Learning | CodeCode Available | 1 | 5 |
| CompNet: Complementary Segmentation Network for Brain MRI Extraction | Mar 27, 2018 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing | Mar 21, 2023 | ReconstructionSkull Stripping | CodeCode Available | 1 | 5 |
| PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation | Apr 10, 2025 | DiagnosticMRI Reconstruction | CodeCode Available | 1 | 5 |
| BrainLesion Suite: A Flexible and User-Friendly Framework for Modular Brain Lesion Image Analysis | Jul 11, 2025 | Skull Stripping | CodeCode Available | 1 | 5 |
| DISARM++: Beyond scanner-free harmonization | May 6, 2025 | Image HarmonizationSkull Stripping | CodeCode Available | 0 | 5 |
| Automatic cerebral hemisphere segmentation in rat MRI with lesions via attention-based convolutional neural networks | Aug 4, 2021 | GPUSkull Stripping | CodeCode Available | 0 | 5 |
| Pfungst and Clever Hans: Identifying the unintended cues in a widely used Alzheimer's disease MRI dataset using explainable deep learning | Jan 27, 2025 | BinarizationSkull Stripping | CodeCode Available | 0 | 5 |
| Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputs | Jul 1, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Convolutional Neural Networks for Skull-stripping in Brain MR Imaging using Consensus-based Silver standard Masks | Apr 13, 2018 | Skull Stripping | CodeCode Available | 0 | 5 |
| Skull stripping with purely synthetic data | May 12, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional Network | Jul 2, 2016 | General ClassificationHippocampus | CodeCode Available | 0 | 5 |
| How We Won the ISLES'24 Challenge by Preprocessing | May 23, 2025 | Lesion SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network | Jul 2, 2016 | General ClassificationHippocampus | CodeCode Available | 0 | 5 |
| k-strip: A novel segmentation algorithm in k-space for the application of skull stripping | May 19, 2022 | Skull Stripping | CodeCode Available | 0 | 5 |
| Towards fully automated deep-learning-based brain tumor segmentation: is brain extraction still necessary? | Dec 14, 2022 | Brain Tumor SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Training of a Skull-Stripping Neural Network with efficient data augmentation | Oct 25, 2018 | Data AugmentationSkull Stripping | CodeCode Available | 0 | 5 |
| Negligible effect of brain MRI data preprocessing for tumor segmentation | Apr 11, 2022 | AnatomyDenoising | CodeCode Available | 0 | 5 |
| Wide Range MRI Artifact Removal with Transformers | Oct 14, 2022 | DiagnosticSkull Stripping | —Unverified | 0 | 0 |
| Attention-based convolutional neural network for perfusion T2-weighted MR images preprocessing | Mar 4, 2023 | AnatomySkull Stripping | —Unverified | 0 | 0 |
| Bayesian convolutional neural network based MRI brain extraction on nonhuman primates | May 18, 2020 | Brain SegmentationSkull Stripping | —Unverified | 0 | 0 |
| Boosting Skull-Stripping Performance for Pediatric Brain Images | Feb 26, 2024 | Skull Stripping | —Unverified | 0 | 0 |
| Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation | Aug 4, 2023 | Brain SegmentationDeep Learning | —Unverified | 0 | 0 |
