| DS4DH group at ImageCLEFmedical caption 2025 : Notebook for the DS4DH Lab at CLEF 2025 | CEUR workshop proceedings |  | | 2025 | 18 | 205 |
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| PRIMIS : Privacy-preserving medical image sharing via deep sparsifying transform learning with obfuscation | Journal of biomedical informatics |  | | 2024 | 85 | 1 |
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| Multi-institutional PET/CT image segmentation using federated deep transformer learning | Computer methods and programs in biomedicine | | | 2023 | 106 | 118 |
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| Deep learning-based risk prediction for interventional clinical trials based on protocol design: A retrospective study | Patterns | | | 2023 | 221 | 115 |
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| Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning | European journal of nuclear medicine and molecular imaging | | | 2023 | 152 | 303 |
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| Vessel Destination Prediction Using a Graph-Based Machine Learning Model | Network Science - 7th International Winter Conference, NetSci-X 2022 Porto, Portugal, February 8–11, 2022 Proceedings | | | 2022 | 268 | 1 |
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| Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework | Clinical nuclear medicine | | | 2022 | 257 | 2 |
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| Robust-Deep: A Method for Increasing Brain Imaging Datasets to Improve Deep Learning Models' Performance and Robustness | Journal of digital imaging | | | 2022 | 212 | 0 |
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| Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus | Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP) | | | 2021 | 255 | 173 |
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| Vaccine Development in the Time of COVID-19: The Relevance of the Risklick AI to Assist in Risk Assessment and Optimize Performance | Frontiers in digital health | | | 2021 | 301 | 253 |
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| Information Retrieval in an Infodemic: The Case of COVID-19 Publications | JMIR. Journal of medical internet research | | | 2021 | 224 | 831 |
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| Privacy-Preserving Image Sharing Via Sparsifying Layers on Convolutional Groups | 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020 | | | 2020 | 269 | 441 |
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| Learning to compress and search visual data in large-scale systems | | | | 2018 | 767 | 279 |
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| Learning Overcomplete and Sparsifying Transform With Approximate and Exact Closed Form Solutions | 7th European Workshop on Visual Information Processing (EUVIP) | | | 2018 | 349 | 0 |
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| Active Content Fingerprinting Using Latent Data Representation, Extractor and Reconstructor | 26th European Signal Processing Conference, EUSIPCO 2018 | | | 2018 | 195 | 0 |
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| Sparse ternary codes for similarity search have higher coding gain than dense binary codes | IEEE International Symposium on Information Theory (ISIT'17) | | | 2017 | 544 | 341 |
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| Joint learning of local fingerprint and content modulation | 25th European Signal Processing Conference (EUSIPCO 2017) | | | 2017 | 221 | 0 |
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| Local active content fingerprint: solutions for general linear feature maps | International Conference on Pattern recognition, ICPR 2016 | | | 2016 | 222 | 263 |
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| Fast content identification in high-dimensional feature spaces using Sparse Ternary Codes | IEEE International Workshop on Information Forensics and Security, WIFS 2016 | | | 2016 | 222 | 0 |
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