| Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing | Mar 21, 2023 | ReconstructionSkull Stripping | CodeCode Available | 1 |
| CompNet: Complementary Segmentation Network for Brain MRI Extraction | Mar 27, 2018 | DecoderImage Segmentation | CodeCode Available | 1 |
| 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 |
| A survey of loss functions for semantic segmentation | Jun 26, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation | Apr 10, 2025 | DiagnosticMRI Reconstruction | CodeCode Available | 1 |
| BrainLesion Suite: A Flexible and User-Friendly Framework for Modular Brain Lesion Image Analysis | Jul 11, 2025 | Skull Stripping | CodeCode Available | 1 |
| ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation | Feb 13, 2020 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| ASMCNN: An Efficient Brain Extraction Using Active Shape Model and Convolutional Neural Networks | Feb 5, 2018 | Gaussian ProcessesSkull Stripping | —Unverified | 0 |
| Attention-based convolutional neural network for perfusion T2-weighted MR images preprocessing | Mar 4, 2023 | AnatomySkull Stripping | —Unverified | 0 |
| Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps | Apr 9, 2021 | Anomaly DetectionSkull Stripping | —Unverified | 0 |
