Papers matching “heterogeneous clinical data” 581
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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 -
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 -
Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets2023 IEEE Open Journal of Engineering in Medicine and Biology article Computer Science Machine Learning in Healthcare Open access
Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more
12citations -
Leave No Data Behind: Exploring a new paradigm in oncology with foundation models and large language models2026 Cell Reports Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access
Federica Corso, Aleksandra Zec, Margherita Favali, Marta Ligero, Lars Hilgers, Luca Mauro Invernizzi, +27 more
1citations -
CMEO: a metadata-centric ontology for clinical studies exploration and harmonization assessment2025 BMC Medical Informatics and Decision Making article Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Komal Gilani, Marlo Verket, Hans‐Peter Brunner‐La Rocca, Enrico Nicolis, Katharina Marx-Schütt, Visara Urovi, +1 more
1citations -
CMEO: a metadata-centric ontology for clinical studies exploration and harmonization assessment2026 Figshare other Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Komal Gilani, C. Peters, Marlo Verket, Hans‐Peter Brunner‐La Rocca, Enrico Nicolis, Martina Colombo, +3 more
0citations -
CMEO: a metadata-centric ontology for clinical studies exploration and harmonization assessment2026 Figshare other Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Komal Gilani, C. Peters, Marlo Verket, Hans‐Peter Brunner‐La Rocca, Enrico Nicolis, Martina Colombo, +3 more
0citations -
Rheumatic Digital Twin: Proposed Machine Learning–Based Multimodal Framework to Inform Clinical Decision-Making2026 Journal of Medical Internet Research article Computer Science Machine Learning in Healthcare Open access
Daniyal Selani, Rachel Knevel, Marcel J. T. Reinders, Erik B. van den Akker
0citations -
Rare Diseases in Hospital Information Systems—An Interoperable Methodology for Distributed Data Quality Assessments2023 Methods of Information in Medicine article Health Professions Electronic Health Records Systems Open access
Kais Tahar, Yongli Mou, Raphael Verbuecheln, Holm Graeßner, Dagmar Krefting
13citations -
269th ENMC international workshop: 10 years of clinical trials in Duchenne muscular dystrophy – What have we learned? 9–11 December 2022, Hoofddorp, The Netherlands2023 Neuromuscular Disorders article Biochemistry, Genetics and Molecular Biology Muscle Physiology and Disorders Open access
Karin J. Naarding, Georgia Stimpson, Susan J. Ward, Nathalie Goemans, Craig M. McDonald, Eugenio Maria Mercuri, +18 more
6citations -
Systematic literature reviews to identify epidemiological, clinical, economic and health-related quality of life evidence in activated PI3Kδ syndrome (APDS)2025 BMC Immunology review Immunology and Microbiology Immunodeficiency and Autoimmune Disorders Open access
Katerina Vlachopoulou, Joanne Tutein Nolthenius, Jo Luscombe, Keval Haria, Faye Bolan, Sirah Bah
1citations -
Benefits of Clinical Decision Support Systems for the Management of Noncommunicable Chronic Diseases: Targeted Literature Review2024 Interactive Journal of Medical Research article Health Professions Electronic Health Records Systems Open access
Klaudia Grechuta, Pedram Shokouh, Ahmad Alhussein, Dirk Müller‐Wieland, Juliane Meyerhoff, Jeremy D. Gilbert, +1 more
31citations -
Improving the Quality of Unstructured Cancer Data Using Large Language Models: A German Oncological Case Study2024 Studies in health technology and informatics book-chapter Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Yongli Mou, J. Lehmkuhl, Nicolas Sauerbrunn, Anja Köchel, Jens Panse, Daniel Truh, +3 more
3citations -
Computational simulation of virtual patients reduces dataset bias and improves machine learning-based detection of ARDS from noisy heterogeneous ICU datasets
Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more
4citations