| MsMorph: An Unsupervised pyramid learning network for brain image registration | Oct 23, 2024 | Image RegistrationMedical Image Analysis | 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 |
| Robust Fairness Vision-Language Learning for Medical Image Analysis | May 6, 2025 | FairnessMedical Image Analysis | CodeCode Available | 0 |
| Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous Data | Mar 18, 2023 | Knowledge DistillationMedical Image Analysis | CodeCode Available | 0 |
| Deep Efficient Continuous Manifold Learning for Time Series Modeling | Dec 3, 2021 | Action RecognitionIrregular Time Series | CodeCode Available | 0 |
| An Interpretable Deep Learning Approach for Skin Cancer Categorization | Dec 17, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 |
| unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic Features | Aug 29, 2023 | AnatomyMedical Image Analysis | CodeCode Available | 0 |
| Multi-layer Aggregation as a key to feature-based OOD detection | Jul 28, 2023 | Medical Image Analysis | CodeCode Available | 0 |
| Brain Age Estimation with a Greedy Dual-Stream Model for Limited Datasets | Jul 5, 2024 | Age EstimationMedical Image Analysis | CodeCode Available | 0 |
| Multi-Modal Federated Learning for Cancer Staging over Non-IID Datasets with Unbalanced Modalities | Jan 7, 2024 | Federated LearningMedical Image Analysis | CodeCode Available | 0 |
| Survey on Adversarial Attack and Defense for Medical Image Analysis: Methods and Challenges | Mar 24, 2023 | Adversarial AttackMedical Diagnosis | CodeCode Available | 0 |
| ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset | May 16, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Cross-dimensional transfer learning in medical image segmentation with deep learning | Jul 29, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Cross-D Conv: Cross-Dimensional Transferable Knowledge Base via Fourier Shifting Operation | Nov 2, 2024 | Computational EfficiencyMedical Image Analysis | CodeCode Available | 0 |
| CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning | Aug 9, 2024 | Contrastive LearningDeep Learning | CodeCode Available | 0 |
| Roughness Index and Roughness Distance for Benchmarking Medical Segmentation | Mar 23, 2021 | BenchmarkingImage Segmentation | CodeCode Available | 0 |
| UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering | Nov 4, 2024 | ClusteringGraph Attention | CodeCode Available | 0 |
| COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanism | Mar 18, 2024 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 0 |
| Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound | Aug 21, 2019 | AnatomyDisentanglement | CodeCode Available | 0 |
| Multiple Landmark Detection using Multi-Agent Reinforcement Learning | Jun 30, 2019 | AnatomyMedical Image Analysis | CodeCode Available | 0 |
| CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasets | Jul 25, 2023 | Medical Image Analysis | CodeCode Available | 0 |
| Multiple Teachers-Meticulous Student: A Domain Adaptive Meta-Knowledge Distillation Model for Medical Image Classification | Mar 17, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Contour Transformer Network for One-shot Segmentation of Anatomical Structures | Dec 2, 2020 | AnatomyMedical Image Analysis | CodeCode Available | 0 |
| Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation | Jan 14, 2025 | Active Learningclass-incremental learning | CodeCode Available | 0 |
| Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model | Apr 27, 2021 | DenoisingMedical Image Analysis | CodeCode Available | 0 |