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Computational Models for Clinical Applications in Personalized Medicine—Guidelines and Recommendations for Data Integration and Model Validation2022 Journal of Personalized Medicine article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Catherine Bjerre Collin, Tom Gebhardt, Martin Golebiewski, Tugce Karaderi, Maximilian Hillemanns, Faiz M. Khan, +4 more
116citations -
CDE-Mapper: Using retrieval-augmented language models for linking clinical data elements to controlled vocabularies2025 Computers in Biology and Medicine article Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Komal Gilani, Marlo Verket, Michel J. Dumontier, Hans‐Peter Brunner‐La Rocca, Visara Urovi
4citations -
CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies2025 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Komal Gilani, Marlo Verket, Michel J. Dumontier, Hans‐Peter Brunner‐La Rocca, Visara Urovi
0citations -
Validating large language model–assisted data extraction from clinical notes2026 ESMO Real World Data and Digital Oncology article Medicine Artificial Intelligence in Healthcare and Education Open access
J.W. Van Koevorden, Nanne Aben, V. M. D. Struben, A. Rollings, M. Kurban, Lodewyk F.A. Wessels, +7 more
1citations -
The future is data-driven: A call to clinical neurophysiology laboratories to standardize your NCS data2023 Clinical Neurophysiology Practice article Health Professions Electronic Health Records Systems Open access
Øystein Dunker, Marie Udnesseter Lie, Aristomo Andries, Kristian Bernhard Nilsen, Petter Moe Omland, Andrew H. Reiner, +3 more
1citations -
A framework for sharing of clinical and genetic data for precision medicine applications2024 Nature Medicine article Computer Science Blockchain Technology Applications and Security Open access
Ulugbek K. Baymuradov, Ernest Fraenkel, Lyle W. Ostrow, Andrea Malaspina, Pietro Fratta, Jennifer E. Phillips‐Cremins
37citations -
2022-RA-1085-ESGO Using data-driven algorithms and real-world data for updating endometrial clinical practice guidelines2022 International Journal of Gynecological Cancer article Medicine Clinical practice guidelines implementation Open access
Olga L. van der Hel, Kees C.W.J. Ebben, Thijs van Vegchel, Arturo Moncada Torres, Jurrian van der Werf, Maaike A. van der Aa, +1 more
0citations -
Using Existing Clinical Information Models for Dutch Quality Registries to Reuse Data and Follow COUMT Paradigm2023 Applied Clinical Informatics article Health Professions Electronic Health Records Systems Open access
Maike H. J. Schepens, Annemarie C. Trompert, Miranda L. van Hooff, Erik van der Velde, Marjon Kallewaard, Iris J. A. M. Verberk-Jonkers, +5 more
1citations -
Leveraging real-world data for continuous evaluation of computational clinical practice guidelines2025 BMJ Health & Care Informatics article Medicine Clinical practice guidelines implementation Open access
Kees C.W.J. Ebben, Cor Doede de Kroon, Channa E. Schmeink, Olga L. van der Hel, Thijs van Vegchel, Ignace H. J. T. de Hingh, +1 more
0citations -
Construction of personal health knowledge graphs for clinical data harmonization in breast cancer2026 npj Breast Cancer article Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Wenjie Liang, Rutger van Mierlo, Anne-Lore BYNENS, Remzi Çelebi, Ensar Erol, Ömer Durukan Kılıç, +40 more
0citations -
A Visualization and Benchmarking Simulator for Clinical Data2022 Studies in health technology and informatics book-chapter Health Professions Electronic Health Records Systems Open access
Marlies Morgen, Lejla Begic Fazlic, Arne Peine, Lukas Märtin, Anke Schmeink, Ahmed Hallawa, +1 more
0citations