| Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels | Nov 24, 2022 | Federated LearningMedical Diagnosis | CodeCode Available | 0 |
| Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation | Nov 17, 2022 | feature selectionImage Segmentation | —Unverified | 0 |
| Neurodevelopmental Phenotype Prediction: A State-of-the-Art Deep Learning Model | Nov 16, 2022 | Image RegistrationMedical Image Analysis | CodeCode Available | 0 |
| Cyclic Generative Adversarial Networks With Congruent Image-Report Generation For Explainable Medical Image Analysis | Nov 16, 2022 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation | Nov 16, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation | Nov 10, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Fine-tuned Generative Adversarial Network-based Model for Medical Image Super-Resolution | Nov 1, 2022 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| From Nano to Macro: Overview of the IEEE Bio Image and Signal Processing Technical Committee | Oct 31, 2022 | Medical Image Analysis | —Unverified | 0 |
| 2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-center Study | Oct 29, 2022 | feature selectionMedical Image Analysis | —Unverified | 0 |
| A Survey on Causal Representation Learning and Future Work for Medical Image Analysis | Oct 28, 2022 | Causal InferenceMedical Image Analysis | CodeCode Available | 0 |
| 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 |
| Localizing Anatomical Landmarks in Ocular Images using Zoom-In Attentive Networks | Sep 25, 2022 | Medical Image Analysisobject-detection | CodeCode Available | 0 |
| DomainATM: Domain Adaptation Toolbox for Medical Data Analysis | Sep 24, 2022 | Domain AdaptationMedical Image Analysis | —Unverified | 0 |
| Structure Guided Manifolds for Discovery of Disease Characteristics | Sep 22, 2022 | Medical Image Analysis | —Unverified | 0 |
| Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis | Sep 21, 2022 | Domain AdaptationMedical Diagnosis | —Unverified | 0 |
| Differentiable Topology-Preserved Distance Transform for Pulmonary Airway Segmentation | Sep 17, 2022 | Medical Image AnalysisSegmentation | —Unverified | 0 |