| Challenge Results Are Not Reproducible | Jul 14, 2023 | BenchmarkingImage Segmentation | —Unverified | 0 | 0 |
| Applications of Large Models in Medicine | Feb 24, 2025 | DiagnosticDisease Prediction | —Unverified | 0 | 0 |
| Adversarial Attack Driven Data Augmentation for Accurate And Robust Medical Image Segmentation | May 25, 2021 | Adversarial AttackData Augmentation | —Unverified | 0 | 0 |
| Enhancing Transfer Learning for Medical Image Classification with SMOTE: A Comparative Study | Dec 28, 2024 | Brain Tumor ClassificationDiabetic Retinopathy Detection | —Unverified | 0 | 0 |
| Enhancing the vision-language foundation model with key semantic knowledge-emphasized report refinement | Jan 21, 2024 | Medical Image AnalysisPhrase Grounding | —Unverified | 0 | 0 |
| Application of Tensorized Neural Networks for Cloud Classification | Mar 21, 2024 | Autonomous DrivingClassification | —Unverified | 0 | 0 |
| Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network | Sep 25, 2020 | Brain Tumor SegmentationClassification | —Unverified | 0 | 0 |
| Enhancing Medical Image Analysis through Geometric and Photometric transformations | Jan 23, 2025 | Data AugmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Enhancing Foreground Boundaries for Medical Image Segmentation | May 29, 2020 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| CD2-pFed: Cyclic Distillation-Guided Channel Decoupling for Model Personalization in Federated Learning | Jan 1, 2022 | Federated LearningMedical Image Analysis | —Unverified | 0 | 0 |
| APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation | Mar 8, 2024 | DecoderFairness | —Unverified | 0 | 0 |
| A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration | Aug 16, 2019 | Computational EfficiencyImage Registration | —Unverified | 0 | 0 |
| Enhancing Diagnostic in 3D COVID-19 Pneumonia CT-scans through Explainable Uncertainty Bayesian Quantification | Jan 18, 2025 | Decision MakingDiagnostic | —Unverified | 0 | 0 |
| CD^2-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning | Apr 8, 2022 | Federated LearningMedical Image Analysis | —Unverified | 0 | 0 |
| Enhancing Chest X-ray Classification through Knowledge Injection in Cross-Modality Learning | Feb 19, 2025 | Caption GenerationClassification | —Unverified | 0 | 0 |
| Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation | Mar 16, 2023 | COVID-19 DiagnosisMedical Image Analysis | —Unverified | 0 | 0 |
| A Polarization and Radiomics Feature Fusion Network for the Classification of Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma | Dec 27, 2023 | Cancer ClassificationMedical Image Analysis | —Unverified | 0 | 0 |
| A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing | Feb 17, 2022 | Dynamic ReconstructionInstance Segmentation | —Unverified | 0 | 0 |
| EndoGaussians: Single View Dynamic Gaussian Splatting for Deformable Endoscopic Tissues Reconstruction | Jan 24, 2024 | 3D ReconstructionMedical Image Analysis | —Unverified | 0 | 0 |
| Employing Weak Annotations for Medical Image Analysis Problems | Aug 21, 2017 | Computed Tomography (CT)Liver Segmentation | —Unverified | 0 | 0 |
| Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future | Mar 27, 2021 | Deep LearningDiagnostic | —Unverified | 0 | 0 |
| Anyprefer: An Agentic Framework for Preference Data Synthesis | Apr 27, 2025 | Medical Image AnalysisText Generation | —Unverified | 0 | 0 |
| Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis | Dec 12, 2024 | AllClassification | —Unverified | 0 | 0 |
| Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation | Apr 5, 2021 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Embedding Radiomics into Vision Transformers for Multimodal Medical Image Classification | Apr 15, 2025 | image-classificationImage Classification | —Unverified | 0 | 0 |