1 - 19 of 19
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DS4DH group at ImageCLEFmedical caption 2025 : Notebook for the DS4DH Lab at CLEF 2025CEUR workshop proceedings
accessLevelPublic
2025 9 14
PRIMIS : Privacy-preserving medical image sharing via deep sparsifying transform learning with obfuscationJournal of biomedical informatics
accessLevelRestricted
2024 80 1
Multi-institutional PET/CT image segmentation using federated deep transformer learningComputer methods and programs in biomedicine
accessLevelPublic
2023 101 90
Deep learning-based risk prediction for interventional clinical trials based on protocol design: A retrospective studyPatterns
accessLevelPublic
2023 215 108
Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learningEuropean journal of nuclear medicine and molecular imaging
accessLevelPublic
2023 148 166
Vessel Destination Prediction Using a Graph-Based Machine Learning ModelNetwork Science - 7th International Winter Conference, NetSci-X 2022 Porto, Portugal, February 8–11, 2022 Proceedings
accessLevelRestricted
2022 262 1
Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning FrameworkClinical nuclear medicine
accessLevelRestricted
2022 253 2
Robust-Deep: A Method for Increasing Brain Imaging Datasets to Improve Deep Learning Models' Performance and RobustnessJournal of digital imaging
accessLevelRestricted
2022 206 0
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpusProceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP)
accessLevelPublic
2021 251 158
Vaccine Development in the Time of COVID-19: The Relevance of the Risklick AI to Assist in Risk Assessment and Optimize PerformanceFrontiers in digital health
accessLevelPublic
2021 296 124
Information Retrieval in an Infodemic: The Case of COVID-19 PublicationsJMIR. Journal of medical internet research
accessLevelPublic
2021 219 689
Privacy-Preserving Image Sharing Via Sparsifying Layers on Convolutional Groups2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020
accessLevelPublic
2020 264 346
Learning to compress and search visual data in large-scale systems
accessLevelPublic
2018 721 243
Learning Overcomplete and Sparsifying Transform With Approximate and Exact Closed Form Solutions7th European Workshop on Visual Information Processing (EUVIP)
accessLevelRestricted
2018 345 0
Active Content Fingerprinting Using Latent Data Representation, Extractor and Reconstructor26th European Signal Processing Conference, EUSIPCO 2018
accessLevelRestricted
2018 190 0
Sparse ternary codes for similarity search have higher coding gain than dense binary codesIEEE International Symposium on Information Theory (ISIT'17)
accessLevelPublic
2017 540 294
Joint learning of local fingerprint and content modulation25th European Signal Processing Conference (EUSIPCO 2017)
accessLevelRestricted
2017 210 0
Local active content fingerprint: solutions for general linear feature mapsInternational Conference on Pattern recognition, ICPR 2016
accessLevelPublic
2016 212 235
Fast content identification in high-dimensional feature spaces using Sparse Ternary CodesIEEE International Workshop on Information Forensics and Security, WIFS 2016
accessLevelRestricted
2016 218 0
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