| 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 | 5 |
| Vision Foundation Models for Computed Tomography | Jan 15, 2025 | Computed Tomography (CT)Contrastive Learning | CodeCode Available | 2 | 5 |
| TorchXRayVision: A library of chest X-ray datasets and models | Oct 31, 2021 | Image ClassificationMedical Image Retrieval | CodeCode Available | 2 | 5 |
| Deep Triplet Hashing Network for Case-based Medical Image Retrieval | Jan 29, 2021 | ClassificationDeep Hashing | CodeCode Available | 1 | 5 |
| 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 | 5 |
| CNN Based Autoencoder Application in Breast Cancer Image Retrieval | Aug 4, 2021 | Image RetrievalMedical Image Retrieval | CodeCode Available | 1 | 5 |
| Leveraging Foundation Models for Content-Based Medical Image Retrieval in Radiology | Mar 11, 2024 | BenchmarkingContent-Based Image Retrieval | CodeCode Available | 1 | 5 |
| 3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology | Nov 23, 2023 | Image RetrievalMedical Image Retrieval | CodeCode Available | 1 | 5 |
| EndoMapper dataset of complete calibrated endoscopy procedures | Apr 29, 2022 | Medical Image RetrievalSimultaneous Localization and Mapping | CodeCode Available | 1 | 5 |
| RadiomicsRetrieval: A Customizable Framework for Medical Image Retrieval Using Radiomics Features | Jul 11, 2025 | Contrastive LearningImage Retrieval | CodeCode Available | 1 | 5 |
| Medical Image Retrieval via Nearest Neighbor Search on Pre-trained Image Features | Oct 5, 2022 | Image RetrievalMedical Image Retrieval | CodeCode Available | 0 | 5 |
| Barcode Annotations for Medical Image Retrieval: A Preliminary Investigation | May 19, 2015 | General ClassificationImage Retrieval | CodeCode Available | 0 | 5 |
| Medical Image Retrieval using Deep Convolutional Neural Network | Mar 24, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging | Oct 9, 2024 | Age EstimationFairness | CodeCode Available | 0 | 5 |
| Sketch-based Medical Image Retrieval | Mar 7, 2023 | Image RetrievalMedical Image Retrieval | CodeCode Available | 0 | 5 |
| Generating Binary Tags for Fast Medical Image Retrieval Based on Convolutional Nets and Radon Transform | Apr 16, 2016 | Content-Based Image RetrievalGeneral Classification | —Unverified | 0 | 0 |
| Learning Deep Representations of Medical Images using Siamese CNNs with Application to Content-Based Image Retrieval | Nov 22, 2017 | Content-Based Image RetrievalImage Retrieval | —Unverified | 0 | 0 |
| Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss | Nov 22, 2022 | Content-Based Image RetrievalDiagnostic | —Unverified | 0 | 0 |
| Local Radon Descriptors for Image Search | Oct 11, 2017 | Image RetrievalMedical Image Retrieval | —Unverified | 0 | 0 |
| Universal Model for Multi-Domain Medical Image Retrieval | Jul 14, 2020 | Image RetrievalMedical Image Retrieval | —Unverified | 0 | 0 |
| Medical Image Retrieval Using Pretrained Embeddings | Nov 22, 2023 | DiagnosticImage Retrieval | —Unverified | 0 | 0 |
| BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval | Mar 24, 2024 | DiagnosticImage Retrieval | —Unverified | 0 | 0 |
| A Bag of Visual Words Model for Medical Image Retrieval | Jul 18, 2020 | Content-Based Image Retrievalimage-classification | —Unverified | 0 | 0 |
| MinMax Radon Barcodes for Medical Image Retrieval | Oct 2, 2016 | DiagnosticImage Retrieval | —Unverified | 0 | 0 |
| Montage based 3D Medical Image Retrieval from Traumatic Brain Injury Cohort using Deep Convolutional Neural Network | Dec 10, 2018 | Computed Tomography (CT)Image Retrieval | —Unverified | 0 | 0 |
