| Mining self-similarity: Label super-resolution with epitomic representations | Apr 24, 2020 | Medical Image AnalysisSemantic Segmentation | CodeCode Available | 0 |
| ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation | Jul 25, 2019 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Cancer Metastasis Detection With Neural Conditional Random Field | Jun 19, 2018 | Cancer Metastasis DetectionMedical Image Analysis | CodeCode Available | 0 |
| Breast Cancer Detection Using Convolutional Neural Networks | Mar 17, 2020 | Anomaly DetectionBreast Cancer Detection | CodeCode Available | 0 |
| CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration | Oct 3, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion Segmentation | Nov 15, 2023 | Lesion SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Estimating and Improving Fairness with Adversarial Learning | Mar 7, 2021 | Deep LearningFairness | CodeCode Available | 0 |
| Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT Slices | Dec 16, 2020 | 2D Object DetectionComputed Tomography (CT) | CodeCode Available | 0 |
| PePR: Performance Per Resource Unit as a Metric to Promote Small-Scale Deep Learning in Medical Image Analysis | Mar 19, 2024 | Deep LearningMedical Image Analysis | CodeCode Available | 0 |
| MobileViM: A Light-weight and Dimension-independent Vision Mamba for 3D Medical Image Analysis | Feb 19, 2025 | DiagnosticMamba | CodeCode Available | 0 |
| Brain Tumor Synthetic Data Generation with Adaptive StyleGANs | Dec 4, 2022 | DiversityMedical Image Analysis | CodeCode Available | 0 |
| Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image Segmentation | Sep 8, 2022 | DecoderImage Segmentation | CodeCode Available | 0 |
| Brain MRI analysis using a deep learning based evolutionary approach | Jun 10, 2020 | ClassificationDeep Learning | CodeCode Available | 0 |
| Enhancing Reconstruction-Based Out-of-Distribution Detection in Brain MRI with Model and Metric Ensembles | Dec 23, 2024 | Medical Image AnalysisOut-of-Distribution Detection | CodeCode Available | 0 |
| Enhancing COVID-19 Severity Analysis through Ensemble Methods | Mar 13, 2023 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 0 |
| Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial Training | Mar 30, 2021 | Cancer ClassificationData Augmentation | CodeCode Available | 0 |
| Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions | Jul 24, 2021 | DecoderImage Segmentation | CodeCode Available | 0 |
| RFR-WWANet: Weighted Window Attention-Based Recovery Feature Resolution Network for Unsupervised Image Registration | May 7, 2023 | Computational EfficiencyImage Registration | CodeCode Available | 0 |
| Elastic Boundary Projection for 3D Medical Image Segmentation | Dec 3, 2018 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 0 |
| Monte Carlo dropout increases model repeatability | Nov 12, 2021 | ClassificationDensity Estimation | CodeCode Available | 0 |
| Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors | Jun 11, 2020 | Adversarial AttackMedical Image Analysis | CodeCode Available | 0 |
| MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration | Feb 4, 2025 | Image RegistrationMedical Image Analysis | CodeCode Available | 0 |
| Efficient Subclass Segmentation in Medical Images | Jul 1, 2023 | BraTS2021Medical Image Analysis | CodeCode Available | 0 |
| An overview of deep learning in medical imaging focusing on MRI | Nov 25, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| 3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes | Nov 23, 2017 | GPULesion Detection | CodeCode Available | 0 |