| An Interpretable Deep Learning Approach for Skin Cancer Categorization | Dec 17, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| Brain Age Estimation with a Greedy Dual-Stream Model for Limited Datasets | Jul 5, 2024 | Age EstimationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Knowledge Transfer for Melanoma Screening with Deep Learning | Mar 22, 2017 | Deep Learningimage-classification | CodeCode Available | 0 | 5 |
| Kvasir-SEG: A Segmented Polyp Dataset | Nov 16, 2019 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Kvasir-VQA: A Text-Image Pair GI Tract Dataset | Sep 2, 2024 | Image CaptioningImage Generation | CodeCode Available | 0 | 5 |
| Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis | Dec 18, 2018 | BIG-bench Machine LearningMedical Image Analysis | CodeCode Available | 0 | 5 |
| Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRI | Mar 13, 2024 | AnatomyDenoising | CodeCode Available | 0 | 5 |
| Is Autoencoder Truly Applicable for 3D CT Super-Resolution? | Jan 23, 2023 | Image Super-ResolutionMedical Image Analysis | CodeCode Available | 0 | 5 |
| Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration | Sep 10, 2018 | Anatomical Landmark DetectionImage Registration | CodeCode Available | 0 | 5 |
| Is Texture Predictive for Age and Sex in Brain MRI? | Jul 25, 2019 | Medical Image Analysis | CodeCode Available | 0 | 5 |
| BlazeNeo: Blazing fast polyp segmentation and neoplasm detection | Feb 28, 2022 | Computational EfficiencyMedical Image Analysis | CodeCode Available | 0 | 5 |
| 3D Deep Learning on Medical Images: A Review | Apr 1, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 | 5 |
| Intuitive Axial Augmentation Using Polar-Sine-Based Piecewise Distortion for Medical Slice-Wise Segmentation | Dec 4, 2024 | Medical Image Analysis | CodeCode Available | 0 | 5 |
| Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images | Sep 23, 2021 | Computed Tomography (CT)Medical Image Analysis | CodeCode Available | 0 | 5 |
| Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks | May 19, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 0 | 5 |
| Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image Augmentation | Dec 12, 2021 | Federated LearningImage Augmentation | CodeCode Available | 0 | 5 |
| Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural Networks | Dec 23, 2024 | Medical Image Analysis | CodeCode Available | 0 | 5 |
| Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals | Mar 1, 2023 | ClassificationClinical Knowledge | CodeCode Available | 0 | 5 |
| Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound | Aug 21, 2019 | AnatomyDisentanglement | CodeCode Available | 0 | 5 |
| Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition | May 19, 2022 | Medical Image Analysis | CodeCode Available | 0 | 5 |
| Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-Net | Jan 24, 2025 | Medical Image AnalysisSegmentation | CodeCode Available | 0 | 5 |
| Beyond Knowledge Silos: Task Fingerprinting for Democratization of Medical Imaging AI | Dec 11, 2024 | Medical Image AnalysisMulti-Task Learning | CodeCode Available | 0 | 5 |
| An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-Net | Jul 20, 2021 | Cell SegmentationImage Segmentation | CodeCode Available | 0 | 5 |
| Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing | Oct 20, 2024 | Image SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| Beta-Rank: A Robust Convolutional Filter Pruning Method For Imbalanced Medical Image Analysis | Apr 15, 2023 | Image ClassificationMedical Image Analysis | CodeCode Available | 0 | 5 |
