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| BayTTA: Uncertainty-aware medical image classification with optimized test-time augmentation using Bayesian model averaging | Jun 25, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
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| Autonomous Computer Vision Development with Agentic AI | Jun 11, 2025 | Medical Image Analysis | CodeCode Available | 0 |
| Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning | Aug 30, 2022 | Contrastive LearningImage Augmentation | CodeCode Available | 0 |
| Compound Figure Separation of Biomedical Images with Side Loss | Jul 19, 2021 | Contrastive LearningImage Augmentation | CodeCode Available | 0 |
| Divide and Conquer: Grounding a Bleeding Areas in Gastrointestinal Image with Two-Stage Model | Dec 21, 2024 | Medical Image AnalysisMulti-Task Learning | CodeCode Available | 0 |
| O-MedAL: Online Active Deep Learning for Medical Image Analysis | Aug 28, 2019 | Active LearningDeep Learning | CodeCode Available | 0 |
| Towards Resource-Efficient Streaming of Large-Scale Medical Image Datasets for Deep Learning | Jul 1, 2023 | Medical Image Analysis | CodeCode Available | 0 |
| Synthesizing Filamentary Structured Images with GANs | Jun 7, 2017 | Medical Image AnalysisStyle Transfer | CodeCode Available | 0 |
| Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection Engine | Nov 29, 2024 | Interactive SegmentationMedical Image Analysis | CodeCode Available | 0 |
| On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations | Jan 4, 2023 | Fairnessimage-classification | CodeCode Available | 0 |
| On Reducing Negative Jacobian Determinant of the Deformation Predicted by Deep Registration Networks | Jun 28, 2019 | Image RegistrationMedical Image Analysis | CodeCode Available | 0 |
| On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis | Jun 23, 2023 | Image ReconstructionMedical Image Analysis | CodeCode Available | 0 |
| An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-Net | Jul 20, 2021 | Cell SegmentationImage Segmentation | CodeCode Available | 0 |
| Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging | May 29, 2025 | Feature EngineeringMedical Image Analysis | CodeCode Available | 0 |
| Unsupervised Feature Orthogonalization for Learning Distortion-Invariant Representations | Sep 18, 2024 | Medical Image Analysis | CodeCode Available | 0 |
| On the relationship between calibrated predictors and unbiased volume estimation | Dec 23, 2021 | Active LearningImage Segmentation | CodeCode Available | 0 |
| On the Robustness of Medical Vision-Language Models: Are they Truly Generalizable? | May 21, 2025 | Medical Image Analysis | CodeCode Available | 0 |
| TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation | Sep 23, 2024 | DecoderImage Segmentation | CodeCode Available | 0 |
| When do Convolutional Neural Networks Stop Learning? | Mar 4, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective | Feb 2, 2025 | FairnessImage Segmentation | CodeCode Available | 0 |
| Analyzing Data Augmentation for Medical Images: A Case Study in Ultrasound Images | Mar 14, 2024 | Data AugmentationMedical Image Analysis | CodeCode Available | 0 |
| Operating critical machine learning models in resource constrained regimes | Mar 17, 2023 | Deep LearningMedical Image Analysis | CodeCode Available | 0 |
| Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays | Dec 22, 2021 | Medical Image Analysis | CodeCode Available | 0 |