| PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation | Apr 10, 2025 | DiagnosticMRI Reconstruction | CodeCode Available | 1 |
| Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing | Mar 21, 2023 | ReconstructionSkull Stripping | 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 |
| A survey of loss functions for semantic segmentation | Jun 26, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation | Feb 13, 2020 | Computational EfficiencyDeep Learning | 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 |
| 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 |
| Bayesian convolutional neural network based MRI brain extraction on nonhuman primates | May 18, 2020 | Brain SegmentationSkull Stripping | —Unverified | 0 |
| Boosting Skull-Stripping Performance for Pediatric Brain Images | Feb 26, 2024 | Skull Stripping | —Unverified | 0 |
| Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation | Aug 4, 2023 | Brain SegmentationDeep Learning | —Unverified | 0 |
| Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps | Apr 9, 2021 | Anomaly DetectionSkull Stripping | —Unverified | 0 |
| Context-endcoding for neural network based skull stripping in magnetic resonance imaging | Oct 23, 2019 | Computational EfficiencySkull Stripping | —Unverified | 0 |
| Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy | Nov 1, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| Detection and Classification of Brain tumors Using Deep Convolutional Neural Networks | Aug 28, 2022 | Data AugmentationDenoising | —Unverified | 0 |
| Disease-oriented image embedding with pseudo-scanner standardization for content-based image retrieval on 3D brain MRI | Aug 14, 2021 | Content-Based Image RetrievalDimensionality Reduction | —Unverified | 0 |
| FRNET: Flattened Residual Network for Infant MRI Skull Stripping | Apr 11, 2019 | Data AugmentationSkull Stripping | —Unverified | 0 |
| Longitudinal Volumetric Study for the Progression of Alzheimer's Disease from Structural MRI | Oct 9, 2023 | Alzheimer's DetectionImage Registration | —Unverified | 0 |
| MindGrab for BrainChop: Fast and Accurate Skull Stripping for Command Line and Browser | Jun 13, 2025 | Skull Stripping | —Unverified | 0 |
| Performance Evaluation of Vanilla, Residual, and Dense 2D U-Net Architectures for Skull Stripping of Augmented 3D T1-weighted MRI Head Scans | Nov 29, 2022 | DiagnosticMRI segmentation | —Unverified | 0 |
| Robust Automatic Whole Brain Extraction on Magnetic Resonance Imaging of Brain Tumor Patients using Dense-Vnet | Jun 4, 2020 | SensitivitySkull Stripping | —Unverified | 0 |
| Plug-and-play Shape Refinement Framework for Multi-site and Lifespan Brain Skull Stripping | Mar 8, 2022 | Domain AdaptationSkull Stripping | —Unverified | 0 |
| SynthStrip: Skull-Stripping for Any Brain Image | Mar 18, 2022 | Skull Stripping | —Unverified | 0 |
| Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation | Oct 17, 2024 | Contrastive LearningSegmentation | —Unverified | 0 |
