| RadFormer: Transformers with Global-Local Attention for Interpretable and Accurate Gallbladder Cancer Detection | Nov 9, 2022 | Gallbladder Cancer DetectionMedical Image Analysis | CodeCode Available | 1 |
| 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 |
| SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading | Oct 20, 2022 | Contrastive LearningDiabetic Retinopathy Grading | CodeCode Available | 1 |
| 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 |
| Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT Scans | Oct 14, 2022 | Computed Tomography (CT)Data Augmentation | CodeCode Available | 1 |
| 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 |
| Deep Perceptual Enhancement for Medical Image Analysis | Oct 1, 2022 | Decision MakingDenoising | CodeCode Available | 0 |
| Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation | Oct 1, 2022 | Lesion SegmentationMedical Image Analysis | 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 |
| UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical Segmentation | Sep 28, 2022 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| 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 |
| Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and Tasks | Sep 25, 2022 | Medical Image AnalysisSelf-Supervised Learning | CodeCode Available | 1 |
| DomainATM: Domain Adaptation Toolbox for Medical Data Analysis | Sep 24, 2022 | Domain AdaptationMedical Image Analysis | —Unverified | 0 |
| OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics | Sep 22, 2022 | Medical Image AnalysisTime Series Analysis | CodeCode Available | 1 |
| 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 |
