| The Limits of Generalization: Zero-Shot French Medical NER Using French, English and Multilingual GLiNER Models | Studies in health technology and informatics |  | | 2026 | 14 | 147 |
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| Exploring environmental sustainability of artificial intelligence in radiology : A scoping review | European journal of radiology | | | 2026 | 51 | 382 |
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| Narrative Review of LLMs Benchmarks for French Medical Question Answering | Studies in health technology and informatics | | | 2026 | 11 | 54 |
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| Bridging Gaps in Unified Clinical Terminology : The Necessity of Post-Coordination in SNOMED CT | Studies in health technology and informatics | | | 2026 | 14 | 93 |
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| Advancing Knowledge in Evaluating the Clinical Impact of Large Language Models for Clinical Text Summarization : A Narrative Review | Studies in health technology and informatics | | | 2026 | 15 | 91 |
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| Generating Human-Readable Labels for SNOMED CT Expressions with LLMs : A Study on Model Performance and Rater Subjectivity | Studies in health technology and informatics | | | 2026 | 10 | 31 |
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| Can LLMs Turn French PET/CT Narrative Reports into Structured Knowledge ? | Studies in health technology and informatics | | | 2026 | 10 | 37 |
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| Benchmarking Open-Source Large Language Models in Medical French | Studies in health technology and informatics | | | 2026 | 9 | 6 |
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| Structured Chaos : Unintended Consequences of Over-Modeling | Studies in health technology and informatics | | | 2026 | 9 | 39 |
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| The consensus-based CINEX guideline for reporting clinical information extraction studies | Journal of the American Medical Informatics Association | | | 2026 | 14 | 57 |
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| Language evolution in the era of digital natural language processing: bridging human-machine understanding in medicine | | | | 2026 | 140 | 85 |
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| Scientific Evidence for Clinical Text Summarization Using Large Language Models : Scoping Review | JMIR. Journal of medical internet research | | | 2025 | 11 | 85 |
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| State-of-play in artificial intelligence sustainability in medical imaging : a scoping review | European Congress of Radiology (ECR) 2025 | | | 2025 | 14 | 46 |
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| A scoping review of self-supervised representation learning for clinical decision making using EHR categorical data | npj digital medicine | | | 2025 | 11 | 32 |
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| Multimodal deep learning fusion of ultrafast-DCE MRI and clinical information for breast lesion classification | Computers in biology and medicine | | | 2025 | 161 | 760 |
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| Bratly : A Python Extension for BRAT Functionalities | The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP) : Proceedings of the System Demonstrations | | | 2025 | 24 | 88 |
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| Prompt engineering paradigms for medical applications : scoping review | JMIR. Journal of medical internet research | | | 2024 | 244 | 206 |
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| Beyond tokens : fair evaluation of french large language models for clinical named entity recognition | Studies in health technology and informatics | | | 2024 | 158 | 728 |
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| FRASIMED : A Clinical French Annotated Resource Produced through Crosslingual BERT-Based Annotation Projection | Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) | | | 2024 | 218 | 420 |
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| Unsupervised extraction of body-text from clinical PDF documents | Studies in health technology and informatics | | | 2024 | 141 | 191 |
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| MedFrenchmark, a small set for benchmarking generative LLMs in medical french | Studies in health technology and informatics | | | 2024 | 177 | 400 |
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| Efficient clinical information extraction from breast radiology reports in french | Studies in health technology and informatics | | | 2024 | 164 | 228 |
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| Automatic Classification of Conclusions from Multi-Tracer Reports of PET Brain Imaging in Cognitive Impairment | Studies in health technology and informatics | | | 2024 | 159 | 158 |
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| Human-machine interactions with clinical phrase prediction system, aligning with Zipf’s least effort principle? | PloS one | | | 2024 | 101 | 63 |
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| Exploring the Latest Highlights in Medical Natural Language Processing across Multiple Languages : A Survey | Yearbook of medical informatics | | | 2023 | 180 | 405 |
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| Caregivers Interactions with Clinical Autocomplete Tool: A Retrospective Study | Studies in health technology and informatics | | | 2022 | 289 | 225 |
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| Deep SNOMED CT Enabled Large Clinical Database About COVID-19 | Studies in health technology and informatics | | | 2022 | 388 | 191 |
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| Classification of Oncology Treatment Responses from French Radiology Reports with Supervised Machine Learning | Studies in health technology and informatics | | | 2022 | 290 | 248 |
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| Performance of Machine Learning Methods to Classify French Medical Publications | Studies in health technology and informatics | | | 2022 | 325 | 410 |
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| A Lightweight and Interpretable Model to Classify Bundle Branch Blocks from ECG Signals | Studies in health technology and informatics | | | 2022 | 322 | 233 |
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| Real-world patient trajectory prediction from clinical notes using artificial neural networks and UMLS-based extraction of concepts | Journal of healthcare informatics research |  | | 2021 | 268 | 0 |
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