| The detectability paradox: bilingual medical report generation with open-weight models and the limits of human oversight | Journal of the American Medical Informatics Association |  | | 2026 | 11 | 16 |
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| CONORM-DEID : Robustness Evaluation of a Multilingual De-Identification System for Clinical Texts | Opening the Personal Gate between Technology and Health Care | | | 2026 | 16 | 37 |
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| A dataset for evaluating clinical research claims in large language models | Scientific data | | | 2025 | 127 | 586 |
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| Leveraging Large Language Models for Synthetic Data Generation to Enhance Adverse Drug Event Detection in Tweets | Intelligent Health Systems – From Technology to Data and Knowledge | | | 2025 | 60 | 252 |
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| An evaluation benchmark for adverse drug event prediction from clinical trial results | Scientific data | | | 2025 | 76 | 106 |
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| Exploring Zero-Shot Cross-Lingual Biomedical Concept Normalization via Large Language Models | Intelligent Health Systems – From Technology to Data and Knowledge | | | 2025 | 40 | 434 |
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| A machine learning approach for automating review of a RxNorm medication mapping pipeline output | Journal of biomedical informatics |  | | 2025 | 48 | 0 |
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| A Dataset for Evaluating Contextualized Representation of Biomedical Concepts in Language Models | Scientific data | | | 2024 | 212 | 63 |
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| Efficient Joint Learning for Clinical Named Entity Recognition and Relation Extraction Using Fourier Networks: A Use Case in Adverse Drug Events | Proceedings of the 19th International Conference on Natural Language Processing (ICON) | | | 2022 | 274 | 176 |
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| DS4DH at SemEval-2022 Task 11: Multilingual Named Entity Recognition Using an Ensemble of Transformer-based Language Models | Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022) | | | 2022 | 192 | 249 |
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