| Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images | Dec 28, 2022 | Computed Tomography (CT)Medical Image Analysis | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors | Jun 11, 2020 | Adversarial AttackMedical Image Analysis | CodeCode Available | 0 | 5 |
| Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks | Jul 25, 2019 | DiagnosticImage Registration | CodeCode Available | 0 | 5 |
| Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image | Jun 20, 2024 | Medical Image Analysis | CodeCode Available | 0 | 5 |
| Evaluating the Impact of Intensity Normalization on MR Image Synthesis | Dec 11, 2018 | Image GenerationImputation | CodeCode Available | 0 | 5 |
| Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data | Sep 20, 2019 | BenchmarkingEnsemble Learning | CodeCode Available | 0 | 5 |
| FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image Analysis | Feb 13, 2024 | Contrastive LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Exploring the similarity of medical imaging classification problems | Jun 12, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Chronic Obstructive Pulmonary Disease Severity Classification using lung sound | Jun 6, 2024 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-Net | Jul 18, 2023 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| A Question-Centric Model for Visual Question Answering in Medical Imaging | Mar 2, 2020 | Medical Image AnalysisQuestion Answering | CodeCode Available | 0 | 5 |
| Few-shot Diagnosis of Chest x-rays Using an Ensemble of Random Discriminative Subspaces | Aug 31, 2023 | Few-Shot LearningMedical Image Analysis | CodeCode Available | 0 | 5 |
| IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation | Oct 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis | Dec 18, 2018 | BIG-bench Machine LearningMedical Image Analysis | CodeCode Available | 0 | 5 |
| MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic Encryption | Jan 17, 2024 | Medical Image AnalysisPrivacy Preserving | CodeCode Available | 0 | 5 |
| Estimating MRI Image Quality via Image Reconstruction Uncertainty | Jun 21, 2021 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 | 0 |
| CheXLearner: Text-Guided Fine-Grained Representation Learning for Progression Detection | May 11, 2025 | Decision MakingMedical Image Analysis | —Unverified | 0 | 0 |
| ESDMR-Net: A Lightweight Network With Expand-Squeeze and Dual Multiscale Residual Connections for Medical Image Segmentation | Dec 17, 2023 | DecoderImage Segmentation | —Unverified | 0 | 0 |
| ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data | Oct 8, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 | 0 |
| A Quantitative Comparison of Epistemic Uncertainty Maps Applied to Multi-Class Segmentation | Sep 22, 2021 | Medical Image Analysis | —Unverified | 0 | 0 |
| Equivariant Neural Tangent Kernels | Jun 10, 2024 | Data Augmentationimage-classification | —Unverified | 0 | 0 |
| Channel Scaling: A Scale-and-Select Approach for Transfer Learning | Mar 22, 2021 | Medical Image AnalysisTransfer Learning | —Unverified | 0 | 0 |
| A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice | Apr 23, 2023 | DiagnosticFairness | —Unverified | 0 | 0 |
| Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans | Mar 17, 2024 | Domain AdaptationMedical Image Analysis | —Unverified | 0 | 0 |
