| Deep Learning Applications in Medical Image Analysis: Advancements, Challenges, and Future Directions | Oct 18, 2024 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Medical Artificial Intelligence for Early Detection of Lung Cancer: A Survey | Oct 18, 2024 | Deep LearningLung Cancer Diagnosis | CodeCode Available | 0 |
| Machine learning approach to brain tumor detection and classification | Oct 16, 2024 | ClassificationMedical Image Analysis | —Unverified | 0 |
| UniCoN: Universal Conditional Networks for Multi-Age Embryonic Cartilage Segmentation with Sparsely Annotated Data | Oct 16, 2024 | Medical Image AnalysisSegmentation | —Unverified | 0 |
| From Real Artifacts to Virtual Reference: A Robust Framework for Translating Endoscopic Images | Oct 15, 2024 | Contrastive LearningDenoising | —Unverified | 0 |
| REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI Segmentation | Oct 14, 2024 | Knowledge DistillationMedical Image Analysis | CodeCode Available | 0 |
| EG-SpikeFormer: Eye-Gaze Guided Transformer on Spiking Neural Networks for Medical Image Analysis | Oct 12, 2024 | Image ClassificationMedical Image Analysis | —Unverified | 0 |
| Medical Image Quality Assessment based on Probability of Necessity and Sufficiency | Oct 10, 2024 | Causal InferenceImage Quality Assessment | —Unverified | 0 |
| Federated brain tumor segmentation: an extensive benchmark | Oct 7, 2024 | Brain Tumor SegmentationFederated Learning | —Unverified | 0 |
| Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks | Oct 3, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration | Oct 3, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Frequency-Based Federated Domain Generalization for Polyp Segmentation | Oct 2, 2024 | Domain GeneralizationFederated Learning | CodeCode Available | 0 |
| RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image Segmentation | Oct 1, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 0 |
| Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI | Oct 1, 2024 | AnatomyContrastive Learning | CodeCode Available | 0 |
| Devil is in Details: Locality-Aware 3D Abdominal CT Volume Generation for Self-Supervised Organ Segmentation | Sep 30, 2024 | Image GenerationMedical Image Analysis | CodeCode Available | 0 |
| Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration | Sep 29, 2024 | DecoderDeformable Medical Image Registration | —Unverified | 0 |
| Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images | Sep 28, 2024 | Deep LearningImage Segmentation | —Unverified | 0 |
| Introducing SDICE: An Index for Assessing Diversity of Synthetic Medical Datasets | Sep 28, 2024 | Data AugmentationDiversity | —Unverified | 0 |
| 3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models | Sep 28, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in Mammography | Sep 26, 2024 | Medical Image Analysisparameter-efficient fine-tuning | CodeCode Available | 0 |
| Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLO | Sep 24, 2024 | Lesion DetectionMamba | CodeCode Available | 0 |
| TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation | Sep 23, 2024 | DecoderImage Segmentation | CodeCode Available | 0 |
| Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism | Sep 20, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Semi-overcomplete convolutional auto-encoder embedding as shape priors for deep vessel segmentation | Sep 19, 2024 | Medical Image Analysis | —Unverified | 0 |
| EFCM: Efficient Fine-tuning on Compressed Models for deployment of large models in medical image analysis | Sep 18, 2024 | Knowledge DistillationMedical Image Analysis | —Unverified | 0 |