| IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels | Oct 28, 2022 | Image SegmentationInductive Bias | CodeCode Available | 0 |
| IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation | Oct 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 0 |
| Discovering Limitations of Image Quality Assessments with Noised Deep Learning Image Sets | Oct 19, 2022 | Image Quality AssessmentMedical Image Analysis | CodeCode Available | 0 |
| PointNeuron: 3D Neuron Reconstruction via Geometry and Topology Learning of Point Clouds | Oct 15, 2022 | Medical Image AnalysisSurface Reconstruction | CodeCode Available | 0 |
| Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis | Oct 5, 2022 | Medical Image AnalysisUncertainty Quantification | —Unverified | 0 |
| Random Data Augmentation based Enhancement: A Generalized Enhancement Approach for Medical Datasets | Oct 3, 2022 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation | Oct 1, 2022 | Lesion SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Deep Perceptual Enhancement for Medical Image Analysis | Oct 1, 2022 | Decision MakingDenoising | CodeCode Available | 0 |
| Verifiable and Energy Efficient Medical Image Analysis with Quantised Self-attentive Deep Neural Networks | Sep 30, 2022 | ClassificationMedical Image Analysis | CodeCode Available | 0 |
| Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review | Sep 27, 2022 | FairnessMedical Image Analysis | —Unverified | 0 |
