| A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data | May 21, 2024 | Contrastive LearningKnowledge Base Construction | —Unverified | 0 |
| Hierarchical SegNet with Channel and Context Attention for Accurate Lung Segmentation in Chest X-ray Images | May 20, 2024 | Medical Image AnalysisSegmentation | —Unverified | 0 |
| Medical Image Analysis for Detection, Treatment and Planning of Disease using Artificial Intelligence Approaches | May 18, 2024 | Medical Image AnalysisSegmentation | —Unverified | 0 |
| ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset | May 16, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentation | May 14, 2024 | Data AugmentationImage Segmentation | CodeCode Available | 0 |
| Self-supervised learning improves robustness of deep learning lung tumor segmentation to CT imaging differences | May 14, 2024 | Computed Tomography (CT)Medical Image Analysis | —Unverified | 0 |
| A Generalist Learner for Multifaceted Medical Image Interpretation | May 13, 2024 | Decision MakingLanguage Modelling | —Unverified | 0 |
| EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation | May 11, 2024 | Computational EfficiencyDecoder | CodeCode Available | 3 |
| D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical Images | May 7, 2024 | DecoderLesion Segmentation | CodeCode Available | 0 |
| Vision Mamba: A Comprehensive Survey and Taxonomy | May 7, 2024 | MambaMedical Image Analysis | CodeCode Available | 2 |
| Semi-Supervised Disease Classification based on Limited Medical Image Data | May 7, 2024 | ClassificationMedical Image Analysis | —Unverified | 0 |
| Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey | May 2, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis | May 2, 2024 | AllDiagnostic | CodeCode Available | 1 |
| Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers | May 1, 2024 | DenoisingDiagnostic | —Unverified | 0 |
| Out-of-distribution Detection in Medical Image Analysis: A survey | Apr 28, 2024 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Processing HSV Colored Medical Images and Adapting Color Thresholds for Computational Image Analysis: a Practical Introduction to an open-source tool | Apr 27, 2024 | Medical Image Analysis | CodeCode Available | 0 |
| A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset (MedIMeta) | Apr 24, 2024 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis | Apr 24, 2024 | Computed Tomography (CT)Medical Image Analysis | —Unverified | 0 |
| GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration | Apr 23, 2024 | Collaborative InferenceIn-Context Learning | CodeCode Available | 2 |
| Gallbladder Cancer Detection in Ultrasound Images based on YOLO and Faster R-CNN | Apr 23, 2024 | Cancer ClassificationGallbladder Cancer Detection | —Unverified | 0 |
| OPTiML: Dense Semantic Invariance Using Optimal Transport for Self-Supervised Medical Image Representation | Apr 18, 2024 | Medical Image AnalysisRepresentation Learning | —Unverified | 0 |
| IMIL: Interactive Medical Image Learning Framework | Apr 17, 2024 | DiversityMedical Image Analysis | —Unverified | 0 |
| Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection | Apr 15, 2024 | DiagnosticFederated Learning | —Unverified | 0 |
| How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model | Apr 15, 2024 | DecoderImage Segmentation | CodeCode Available | 3 |
| CopilotCAD: Empowering Radiologists with Report Completion Models and Quantitative Evidence from Medical Image Foundation Models | Apr 11, 2024 | Diagnosticimage-classification | —Unverified | 0 |