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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 -
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 -
Incorporating radiomics into clinical trials: expert consensus endorsed by the European Society of Radiology on considerations for data-driven compared to biologically driven quantitative biomarkers2021 European Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Laure S Fournier, Lena I. Costaridou, Luc M. Bidaut, Nicolas Michoux, Frederic E. Lecouvet, Lioe‐Fee de Geus‐Oei, +28 more
114citations -
Generating virtual patient data for in silico clinical trials of medical devices during extracorporeal membrane oxygenation treatment2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Machine Learning in Healthcare Open access
Micha Landoll, Filippo Follegot, Stephan Eric Straßmann, Ulrich Steinseifer, Christian Karagiannidis, Michael Neidlin
0citations -
The GA4GH Phenopacket schema: A computable representation of clinical data for precision medicine2021 medRxiv preprint Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Julius O.B. Jacobsen, Michael Baudis, Gareth S Baynam, J. Beckmann, Sergi Beltrán, Tiffany J. Callahan, +41 more
14citations -
Continuity of care in Klinefelter syndrome: age-adapted modules for standardized clinical data collection (I-KS)2025 Endocrine Connections article Health Professions Adolescent and Pediatric Healthcare Open access
Corinna Grasemann, Claus Højbjerg Gravholt, Lise Aksglæde, Angela Katrina Lucas-Herald, Malika Alimussina, Claudia Boettcher, +9 more
3citations -
Development and validation of a clinical prediction model for the diagnostic management of acute pulmonary embolism: an individual participant data meta-analysis2023 European Heart Journal article Medicine Venous Thromboembolism Diagnosis and Management Open access
Geert‐Jan Geersing, Toshihiko Takada, Noémie Kraaijpoel, Frederikus Albertus Klok, Milou A.M. Stals, Yonathan Freund, +9 more
0citations -
FLAG-X: Hybrid machine learning workflows for automated gating of clinical flow cytometry data2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Paul Martini, Marziyeh Mohammadi, Michael Christoph Thrun, David B. Blumenthal, Stefan W. Krause
0citations -
Cancer genomic data systems in precision oncology: from integration to clinical implementation2026 EBioMedicine article Biochemistry, Genetics and Molecular Biology Cancer Genomics and Diagnostics Open access
David Torrents, Oliver Hofmann, Karen Cranston, Raffaella Casolino, Andrew Victor Biankin, Andrés F. Cardona, +17 more
0citations -
A system for independent evaluation of clinical prediction models while preserving intellectual property and data privacy2026 Zenodo (CERN European Organization for Nuclear Research) preprint Mathematics Statistical Methods in Epidemiology Open access
Joie Ensor, Ben Van Calster, Lasai Barreñada, Laure Wynants, Benjamin I. Perry
0citations -
POS1131 Prediction Models for Rheumatic Diseases: From Clinical Simplicity to Data-Driven Complexity with Patient-reported Symptoms for an Online Symptom Checker2025 Annals of the Rheumatic Diseases conference-abstract Health Professions Artificial Intelligence in Healthcare Open access
F. Zegers, Ling Qin, Daniyal Selani, Erik B. van den Akker, Ewout Willem Steyerberg, Rachel Knevel, +1 more
0citations -
Clinical and molecular characteristics of HER2-low-positive breast cancer: pooled analysis of individual patient data from four prospective, neoadjuvant clinical trials2021 The Lancet Oncology article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies
Carsten Denkert, Fenja Seither, Andreas Schneeweiß, Theresa Link, Jens‐Uwe Blohmer, Marianne Just, +28 more
584citations -
The GA4GH Phenopacket schema defines a computable representation of clinical data2022 Nature Biotechnology article Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access cited by 2 patents
Julius O.B. Jacobsen, Michael Baudis, Gareth S Baynam, J. Beckmann, Sergi Beltrán, Orion J. Buske, +60 more
117citations -
A data reduction workflow for mass spectrometry proteoform testing in the clinical laboratory: from antithrombin peaks to diagnosis2026 Clinical Chemistry and Laboratory Medicine (CCLM) article Chemistry Advanced Proteomics Techniques and Applications Open access
Mirjam Kruijt, María Eugenia de la Morena‐Barrio, Javier Corral, Christa M. Cobbaert, L. Renee Ruhaak
0citations -
Translating physicians’ intuition into quantifiable data: clinical hospital-based surveillance to complement existing methods to address gaps in current surveillance systems2025 International Journal of Infectious Diseases article Medicine Data-Driven Disease Surveillance Open access
Evelien B. van Kempen, Emilie P. Buddingh, Merijn W. Bijlsma, Dorine Borensztajn, Adam J. Tulling, Rianne Oostenbrink
0citations -
Development and validation of a machine learning model to predict cognitive behavioral therapy outcome in obsessive-compulsive disorder using clinical and neuroimaging data2025 Journal of Affective Disorders article Psychology Obsessive-Compulsive Spectrum Disorders Open access
Laurens A. van de Mortel, Willem B. Bruin, Pino Alonso, Sara Bertolín, Jamie D. Feusner, Joyce Y. Guo, +16 more
6citations -
RAINFOREST: a random forest approach to predict treatment benefit in data from (failed) clinical drug trials2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access
Joske Ubels, Tilman Schaefers, Cornelis J.A. Punt, Henk‐Jan Guchelaar, Jeroen de Ridder
43citations