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| Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging | May 17, 2022 | Federated LearningMedical Image Analysis | CodeCode Available | 1 |
| Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray Data | May 6, 2022 | Binary ClassificationFederated Learning | CodeCode Available | 0 |
| Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model | Apr 22, 2022 | Binary ClassificationFederated Learning | —Unverified | 0 |
| Pseudo Bias-Balanced Learning for Debiased Chest X-ray Classification | Mar 18, 2022 | X-ray Classification | CodeCode Available | 0 |
| BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification | Mar 3, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Hyperparameter Optimization for COVID-19 Chest X-Ray Classification | Jan 26, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Heuristic Hyperparameter Optimization for Convolutional Neural Networks using Genetic Algorithm | Dec 14, 2021 | Hyperparameter Optimizationimage-classification | CodeCode Available | 1 |
| Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data | Dec 2, 2021 | Medical Image AnalysisTumor Segmentation | —Unverified | 0 |
| Multi-loss ensemble deep learning for chest X-ray classification | Sep 29, 2021 | ClassificationDeep Learning | —Unverified | 0 |