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| Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration | Sep 10, 2018 | Anatomical Landmark DetectionImage Registration | CodeCode Available | 0 |
| CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification | Dec 12, 2023 | Contrastive LearningHistopathological Image Classification | CodeCode Available | 0 |
| Chronic Obstructive Pulmonary Disease Severity Classification using lung sound | Jun 6, 2024 | ClassificationDiagnostic | CodeCode Available | 0 |
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| CE-Net: Context Encoder Network for 2D Medical Image Segmentation | Mar 7, 2019 | Cell SegmentationDecoder | CodeCode Available | 0 |
| Asymmetric 3D Context Fusion for Universal Lesion Detection | Sep 17, 2021 | Computed Tomography (CT)Lesion Detection | CodeCode Available | 0 |
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| Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks | May 19, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 0 |
| Deployment of Image Analysis Algorithms under Prevalence Shifts | Mar 22, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Learning from imperfect training data using a robust loss function: application to brain image segmentation | Aug 8, 2022 | Brain Image SegmentationEEG | CodeCode Available | 0 |
| Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis | Mar 20, 2022 | Anomaly DetectionMedical Image Analysis | CodeCode Available | 0 |
| A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images | Nov 27, 2022 | Contrastive LearningImage Restoration | CodeCode Available | 0 |
| Shape-aware Surface Reconstruction from Sparse 3D Point-Clouds | Feb 26, 2016 | AnatomyMedical Image Analysis | CodeCode Available | 0 |
| Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images | Sep 23, 2021 | Computed Tomography (CT)Medical Image Analysis | CodeCode Available | 0 |
| Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentation | May 14, 2024 | Data AugmentationImage Segmentation | CodeCode Available | 0 |
| Dense Pooling layers in Fully Convolutional Network for Skin Lesion Segmentation | Dec 29, 2017 | Lesion SegmentationMedical Image Analysis | CodeCode Available | 0 |
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| 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 |
| The Performance of Transferability Metrics does not Translate to Medical Tasks | Aug 14, 2023 | Medical Image AnalysisTransfer Learning | CodeCode Available | 0 |
| Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation | Aug 11, 2021 | GPUImage Generation | CodeCode Available | 0 |