| Learning Site-specific Styles for Multi-institutional Unsupervised Cross-modality Domain Adaptation | Nov 21, 2023 | Domain AdaptationMedical Image Analysis | CodeCode Available | 1 |
| Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study | Nov 1, 2023 | Image GenerationImage-to-Image Translation | CodeCode Available | 1 |
| Using Diffusion Models to Generate Synthetic Labelled Data for Medical Image Segmentation | Oct 25, 2023 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| A comprehensive survey on deep active learning in medical image analysis | Oct 22, 2023 | Active LearningInformativeness | CodeCode Available | 1 |
| Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image Segmentation | Oct 9, 2023 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis | Oct 8, 2023 | FairnessMedical Diagnosis | CodeCode Available | 1 |
| Trainable Noise Model as an XAI evaluation method: application on Sobol for remote sensing image segmentation | Oct 3, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| fastMONAI: A low-code deep learning library for medical image analysis | Sep 26, 2023 | Medical Image AnalysisMedical Image Classification | CodeCode Available | 1 |
| Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive Learning | Sep 12, 2023 | Contrastive LearningMedical Image Analysis | CodeCode Available | 1 |
| SAM3D: Segment Anything Model in Volumetric Medical Images | Sep 7, 2023 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Augmenting Chest X-ray Datasets with Non-Expert Annotations | Sep 5, 2023 | DiagnosticMedical Image Analysis | CodeCode Available | 1 |
| CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and Attention | Aug 30, 2023 | DecoderMedical Image Analysis | CodeCode Available | 1 |
| Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images | Aug 15, 2023 | ClassificationDiagnostic | CodeCode Available | 1 |
| MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation | Jul 27, 2023 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation | Jul 27, 2023 | Domain AdaptationMedical Image Analysis | CodeCode Available | 1 |
| Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach | Jul 26, 2023 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation | Jul 24, 2023 | Contrastive LearningImage Reconstruction | CodeCode Available | 1 |
| COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation | Jul 22, 2023 | Active LearningImage Segmentation | CodeCode Available | 1 |
| PKU-GoodsAD: A Supermarket Goods Dataset for Unsupervised Anomaly Detection and Segmentation | Jul 11, 2023 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| Non-iterative Coarse-to-fine Transformer Networks for Joint Affine and Deformable Image Registration | Jul 7, 2023 | Image RegistrationMedical Image Analysis | CodeCode Available | 1 |
| MedAugment: Universal Automatic Data Augmentation Plug-in for Medical Image Analysis | Jun 30, 2023 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| Regular SE(3) Group Convolutions for Volumetric Medical Image Analysis | Jun 24, 2023 | Medical Image Analysis | CodeCode Available | 1 |
| M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks | Jun 21, 2023 | Active LearningBrain Tumor Segmentation | CodeCode Available | 1 |
| The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data | Jun 18, 2023 | Computed Tomography (CT)Medical Image Analysis | CodeCode Available | 1 |
| LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation | May 19, 2023 | Image GenerationInstruction Following | CodeCode Available | 1 |
