| The Limits of Generalization: Zero-Shot French Medical NER Using French, English and Multilingual GLiNER Models | Studies in health technology and informatics |  | | 2026 | 8 | 84 |
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| LLM-augmented semantic embeddings enable Cross-Lingual mapping of medical procedure terms | Scientific reports | | | 2026 | 7 | 75 |
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| A Zoo of AI Transparency Indicators : What Do Users Want (and Need) in Hospitals ? | Studies in health technology and informatics | | | 2026 | 5 | 47 |
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| Santé numérique. IA opaque et désir de transparence : que veulent vraiment les usagers ? | Revue médicale suisse |  | | 2026 | 4 | 0 |
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| Extended Grammar of Systematized Nomenclature of Medicine – Clinical Terms for Semantic Representation of Clinical Data : Methodological Study | JMIR. Journal of medical internet research | | | 2026 | 14 | 125 |
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| Narrative Review of LLMs Benchmarks for French Medical Question Answering | Studies in health technology and informatics | | | 2026 | 6 | 14 |
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| Explainable Framework for Ontology-Based Similarity : A Use Case on SNOMED CT | Studies in health technology and informatics | | | 2026 | 5 | 46 |
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| Santé numérique. La sémantique au service de la recherche clinique | Revue médicale suisse | | | 2026 | 10 | 0 |
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| Reliable Enough ? Benchmarking LLMs for Clinical Concept Extraction | Studies in health technology and informatics | | | 2026 | 9 | 28 |
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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 | 6 | 44 |
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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 | 10 | 18 |
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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 | 4 | 9 |
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| Representing Clinical Scales in SNOMED CT : A Proposed Extension | Studies in health technology and informatics | | | 2026 | 5 | 18 |
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| Benchmarking Open-Source Large Language Models in Medical French | Studies in health technology and informatics | | | 2026 | 4 | 2 |
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| Structured Chaos : Unintended Consequences of Over-Modeling | Studies in health technology and informatics | | | 2026 | 4 | 7 |
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| MAP-CARE : Enhancing Cross-Lingual Medical Intervention Terms | Studies in health technology and informatics | | | 2026 | 3 | 4 |
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| Designing for Trust : Exploring User Perceptions of AI Transparency in Healthcare | Studies in health technology and informatics | | | 2026 | 7 | 13 |
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| Pointers to Navigate Between a Graph Database and a Clinical Data Warehouse | Studies in health technology and informatics | | | 2026 | 4 | 28 |
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| Scientific Evidence for Clinical Text Summarization Using Large Language Models : Scoping Review | JMIR. Journal of medical internet research | | | 2025 | 4 | 4 |
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| Santé numérique. De l’informatique médicale à la santé numérique : une évolution nécessaire | Revue médicale suisse | | | 2025 | 8 | 1 |
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| A scoping review of self-supervised representation learning for clinical decision making using EHR categorical data | npj digital medicine | | | 2025 | 4 | 4 |
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| Semantics in action : a guide for representing clinical data elements with SNOMED CT | Journal of biomedical semantics | | | 2025 | 75 | 355 |
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| Prediction of postoperative infections by strategic data imputation and explainable machine learning | Journal of the American Medical Informatics Association | | | 2025 | 4 | 32 |
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| SIMpat : A Synthetic Benchmark for Similarity Metrics on Patient Representations | Studies in health technology and informatics | | | 2024 | 191 | 303 |
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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 | 214 | 363 |
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| Unsupervised extraction of body-text from clinical PDF documents | Studies in health technology and informatics | | | 2024 | 136 | 169 |
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| MedFrenchmark, a small set for benchmarking generative LLMs in medical french | Studies in health technology and informatics | | | 2024 | 173 | 358 |
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| Scalar Values in SNOMED CT : A Proposed Extension | Studies in health technology and informatics | | | 2024 | 143 | 257 |
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| Human-machine interactions with clinical phrase prediction system, aligning with Zipf’s least effort principle? | PloS one | | | 2024 | 96 | 61 |
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| A Dataset for Evaluating Contextualized Representation of Biomedical Concepts in Language Models | Scientific data | | | 2024 | 206 | 52 |
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| Trends in management and outcomes of COVID patients admitted to a Swiss tertiary care hospital | Scientific reports | | | 2023 | 210 | 152 |
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| Association Between Prehospital Blood Glucose Levels and Outcomes in Patients With COVID-19 Infection : A Retrospective Cohort Study | Experimental and clinical endocrinology & diabetes | | | 2023 | 151 | 119 |
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| Patient information summarization in clinical settings : scoping review | JMIR medical informatics | | | 2023 | 164 | 1,222 |
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| Comparison of prognostic scores for inpatients with COVID-19: a retrospective monocentric cohort study | BMJ open respiratory research | | | 2022 | 301 | 170 |
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| Caregivers Interactions with Clinical Autocomplete Tool: A Retrospective Study | Studies in health technology and informatics | | | 2022 | 285 | 207 |
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| Applying the FAIR4Health solution to identify multimorbidity patterns and their association with mortality through a frequent pattern growth association algorithm | International journal of environmental research and public health | | | 2022 | 264 | 203 |
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| Abdominal pain patterns during COVID-19: an observational study | Scientific reports | | | 2022 | 316 | 171 |
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| Deep SNOMED CT Enabled Large Clinical Database About COVID-19 | Studies in health technology and informatics | | | 2022 | 382 | 177 |
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| Performance of Machine Learning Methods to Classify French Medical Publications | Studies in health technology and informatics | | | 2022 | 320 | 355 |
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| A Lightweight and Interpretable Model to Classify Bundle Branch Blocks from ECG Signals | Studies in health technology and informatics | | | 2022 | 318 | 226 |
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| Infectious complications and graft outcome following treatment of acute antibody-mediated rejection after kidney transplantation: A nationwide cohort study | PLOS ONE | | | 2021 | 330 | 439 |
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| Building a Shared, Scalable, and Sustainable Source for the Problem-Oriented Medical Record: Developmental Study | JMIR medical informatics | | | 2021 | 247 | 226 |
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| Semantic interoperability of clinicaldata: a multi-dimensional approach | | | | 2021 | 1,091 | 1,009 |
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| Use of the Systematized Nomenclature of Medicine Clinical Terms (SNOMED CT) for Processing Free Text in Health Care: Systematic Scoping Review | Journal of Medical Internet Research | | | 2021 | 556 | 1,067 |
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| Temporal trends, risk factors and outcomes of infections due to extended-spectrum β-lactamase producing Enterobacterales in Swiss solid organ transplant recipients between 2012 and 2018 | Antimicrobial resistance and infection control | | | 2021 | 388 | 161 |
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| Clinical considerations on posaconazole administration and therapeutic drug monitoring in allogeneic hematopoietic cell transplant recipients | Medical mycology | | | 2021 | 366 | 1 |
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| A National, Semantic-Driven, Three-Pillar Strategy to Enable Health Data Secondary Usage Interoperability for Research Within the Swiss Personalized Health Network : Methodological Study | JMIR medical informatics | | | 2021 | 153 | 176 |
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| Citizens' Participation in Health and Scientific Research in Switzerland | Studies in Health Technology and Informatics | | | 2020 | 507 | 175 |
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| Adaptive Time-Dependent Priors and Bayesian Inference to Evaluate SARS-CoV-2 Public Health Measures Validated on 31 Countries | Frontiers in Public Health | | | 2020 | 405 | 203 |
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| Mixed and Augmented Reality Tools in the Medical Anatomy Curriculum | Studies in Health Technology and Informatics | | | 2020 | 486 | 204 |
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| Automatic Classification of Discharge Letters to Detect Adverse Drug Reactions | Studies in Health Technology and Informatics | | | 2020 | 474 | 229 |
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| Use and Understanding of Anonymization and De-Identification in the Biomedical Literature: Scoping Review | Journal of Medical Internet Research | | | 2019 | 562 | 947 |
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| Mining of textual health information from reddit: analysis of chronic diseases with extracted entities and their relations | Journal of Medical Internet Research | | | 2019 | 635 | 1,002 |
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| Automatic Annotation Tool to Support Supervised Machine Learning for Scaphoid Fracture Detection | Studies in Health Technology and Informatics | | | 2018 | 526 | 165 |
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| Automatic annotation of French medical narratives with SNOMED CT concepts | Building continents of knowledge in Oceans of data: the future of co-created eHealth | | | 2018 | 740 | 433 |
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| BigData, intelligence artificielle, blockchain : guide pratique | Revue médicale suisse | | | 2018 | 556 | 4 |
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| The International Hypothermia Registry (IHR): Dieter's ESAO Winter Schools and Beat's International Hypothermia Registry | The International Journal of Artificial Organs | | | 2017 | 660 | 0 |
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| Clinical Data Models at University Hospitals of Geneva | Studies in health technology and informatics | | | 2016 | 790 | 377 |
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| Serious games in health care: a survey | Yearbook of medical informatics | | | 2012 | 653 | 263 |
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