Papers matching “heterogeneous clinical data” 419
Not finding it? Sign in to also search OpenAlex live.
-
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 -
Artificial Intelligence in Cardiovascular Imaging: Integration with Clinical and Nonimaging Data2026 Journal of Cardiovascular Echography article Medicine Artificial Intelligence in Healthcare and Education
Antonella Maurizia Moreo, Sara Bombace, Stefano Sforna, Emanuele Frontoni, Marcello Panunzi, Andrea Bonelli, +3 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 -
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 -
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 -
Swarm Learning for decentralized and confidential clinical machine learning2021 Nature article Computer Science Privacy-Preserving Technologies in Data Open access cited by 9 patents
Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry, Sathyanarayanan Manamohan, Saikat Mukherjee, Vishesh Garg, +91 more
901citations -
A first step towards best practice recommendations for the design and statistical analyses of pragmatic clinical trials: A modified Delphi approach2022 British Journal of Clinical Pharmacology article Mathematics Statistical Methods in Clinical Trials Open access
Victoria Palin, Tjeerd Pieter van Staa, Stephanie Steels, Andrea B. Troxel, Rolf H. H. Groenwold, Thomas MacLennan MacDonald, +7 more
6citations -
Validation of deep learning techniques for quality augmentation in diffusion MRI for clinical studies2023 NeuroImage Clinical article Medicine Advanced Neuroimaging Techniques and Applications Open access
Santiago Aja‐Fernández, Carmen Martín‐Martín, Álvaro Planchuelo‐Gómez, Abrar Faiyaz, Md Nasir Uddin, Giovanni Schifitto, +38 more
15citations -
Pragmatic gynecologic cancer clinical trials: statements and roadmap from the Gynecologic Cancer InterGroup Chicago Brainstorming Meeting2026 International Journal of Gynecological Cancer article Mathematics Statistical Methods in Clinical Trials Open access
Ainhoa Madariaga, Ana Carolina Veneziani, Michael A. Bookman, Nicholas Counsell, Austin Miller, John Andrews, +24 more
0citations