| UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification | Dec 18, 2023 | X-ray Classification | CodeCode Available | 1 | 5 |
| Tackling Data Heterogeneity in Federated Learning via Loss Decomposition | Aug 22, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification | May 29, 2023 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| BiasPruner: Debiased Continual Learning for Medical Image Classification | Jul 11, 2024 | ClassificationContinual Learning | CodeCode Available | 1 | 5 |
| BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification | Mar 3, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification | Feb 1, 2024 | AllClassification | CodeCode Available | 1 | 5 |
| CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification | Aug 8, 2023 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| Heuristic Hyperparameter Optimization for Convolutional Neural Networks using Genetic Algorithm | Dec 14, 2021 | Hyperparameter Optimizationimage-classification | CodeCode Available | 1 | 5 |
| Big Self-Supervised Models Advance Medical Image Classification | Jan 13, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging | May 17, 2022 | Federated LearningMedical Image Analysis | CodeCode Available | 1 | 5 |
| SEDA: Self-Ensembling ViT with Defensive Distillation and Adversarial Training for robust Chest X-rays Classification | Aug 15, 2023 | Computational EfficiencyX-ray Classification | CodeCode Available | 0 | 5 |
| Out-of-distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations | Jun 29, 2021 | Out-of-Distribution GeneralizationX-ray Classification | CodeCode Available | 0 | 5 |
| Pseudo Bias-Balanced Learning for Debiased Chest X-ray Classification | Mar 18, 2022 | X-ray Classification | CodeCode Available | 0 | 5 |
| Self-supervised Mean Teacher for Semi-supervised Chest X-ray Classification | Mar 5, 2021 | Contrastive LearningGeneral Classification | CodeCode Available | 0 | 5 |
| From Isolation to Collaboration: Federated Class-Heterogeneous Learning for Chest X-Ray Classification | Jan 17, 2023 | Federated LearningX-ray Classification | CodeCode Available | 0 | 5 |
| Improving the Efficiency of Self-Supervised Adversarial Training through Latent Clustering-Based Selection | Jan 15, 2025 | ClusteringX-ray Classification | CodeCode Available | 0 | 5 |
| Emergent symbolic language based deep medical image classification | Aug 22, 2020 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| MedCAM-OsteoCls: Medical Context Aware Multimodal Classification of Knee Osteoarthritis | Mar 7, 2025 | AnatomyClassification | CodeCode Available | 0 | 5 |
| Human Expertise in Algorithmic Prediction | Feb 1, 2024 | PredictionX-ray Classification | CodeCode Available | 0 | 5 |
| A knee cannot have lung disease: out-of-distribution detection with in-distribution voting using the medical example of chest X-ray classification | Aug 1, 2022 | ClassificationMulti-Label Classification | CodeCode Available | 0 | 5 |
| 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 | 5 |
| DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification | May 29, 2025 | DiagnosticMulti-Task Learning | CodeCode Available | 0 | 5 |
| Auto-outlier Fusion Technique for Chest X-ray classification with Multi-head Attention Mechanism | Nov 15, 2022 | X-ray Classification | CodeCode Available | 0 | 5 |
| Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray Classification | Apr 30, 2024 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Few-shot learning for COVID-19 Chest X-Ray Classification with Imbalanced Data: An Inter vs. Intra Domain Study | Jan 18, 2024 | Data AugmentationFew-Shot Learning | CodeCode Available | 0 | 5 |
