| Evaluating Pre-trained Convolutional Neural Networks and Foundation Models as Feature Extractors for Content-based Medical Image Retrieval | Sep 14, 2024 | Contrastive LearningImage Retrieval | CodeCode Available | 4 |
| Vision Foundation Models for Computed Tomography | Jan 15, 2025 | Computed Tomography (CT)Contrastive Learning | CodeCode Available | 2 |
| TorchXRayVision: A library of chest X-ray datasets and models | Oct 31, 2021 | Image ClassificationMedical Image Retrieval | CodeCode Available | 2 |
| RadiomicsRetrieval: A Customizable Framework for Medical Image Retrieval Using Radiomics Features | Jul 11, 2025 | Contrastive LearningImage Retrieval | CodeCode Available | 1 |
| Leveraging Foundation Models for Content-Based Medical Image Retrieval in Radiology | Mar 11, 2024 | BenchmarkingContent-Based Image Retrieval | CodeCode Available | 1 |
| 3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology | Nov 23, 2023 | Image RetrievalMedical Image Retrieval | CodeCode Available | 1 |
| EndoMapper dataset of complete calibrated endoscopy procedures | Apr 29, 2022 | Medical Image RetrievalSimultaneous Localization and Mapping | CodeCode Available | 1 |
| CNN Based Autoencoder Application in Breast Cancer Image Retrieval | Aug 4, 2021 | Image RetrievalMedical Image Retrieval | CodeCode Available | 1 |
| Deep Triplet Hashing Network for Case-based Medical Image Retrieval | Jan 29, 2021 | ClassificationDeep Hashing | CodeCode Available | 1 |
| BreastScreening: On the Use of Multi-Modality in Medical Imaging Diagnosis | Apr 7, 2020 | 3D Medical Imaging SegmentationAutomatic Machine Learning Model Selection | CodeCode Available | 1 |
| A Semantically-Aware Relevance Measure for Content-Based Medical Image Retrieval Evaluation | Jun 16, 2025 | Content-Based Image RetrievalDescriptive | —Unverified | 0 |
| Revisiting Medical Image Retrieval via Knowledge Consolidation | Mar 12, 2025 | Image RetrievalMedical Image Retrieval | —Unverified | 0 |
| RadIR: A Scalable Framework for Multi-Grained Medical Image Retrieval via Radiology Report Mining | Mar 6, 2025 | Image RetrievalMedical Image Retrieval | —Unverified | 0 |
| DAug: Diffusion-based Channel Augmentation for Radiology Image Retrieval and Classification | Dec 6, 2024 | Contrastive LearningImage Retrieval | —Unverified | 0 |
| Efficient Medical Image Retrieval Using DenseNet and FAISS for BIRADS Classification | Nov 3, 2024 | DiagnosticImage Retrieval | —Unverified | 0 |
| MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging | Oct 9, 2024 | Age EstimationFairness | CodeCode Available | 0 |
| BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval | Mar 24, 2024 | DiagnosticImage Retrieval | —Unverified | 0 |
| Medical Image Retrieval Using Pretrained Embeddings | Nov 22, 2023 | DiagnosticImage Retrieval | —Unverified | 0 |
| Rotation-Agnostic Image Representation Learning for Digital Pathology | Nov 14, 2023 | Breast Cancer Histology Image ClassificationMedical Image Retrieval | —Unverified | 0 |
| Towards More Transparent and Accurate Cancer Diagnosis with an Unsupervised CAE Approach | May 19, 2023 | DiagnosticImage Retrieval | —Unverified | 0 |
| Region-based Contrastive Pretraining for Medical Image Retrieval with Anatomic Query | May 9, 2023 | AnatomyContrastive Learning | —Unverified | 0 |
| WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval | May 5, 2023 | Federated LearningImage Retrieval | —Unverified | 0 |
| Sketch-based Medical Image Retrieval | Mar 7, 2023 | Image RetrievalMedical Image Retrieval | CodeCode Available | 0 |
| Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss | Nov 22, 2022 | Content-Based Image RetrievalDiagnostic | —Unverified | 0 |
| Multimorbidity Content-Based Medical Image Retrieval Using Proxies | Nov 22, 2022 | Content-Based Image RetrievalDecision Making | —Unverified | 0 |
