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Papers matching “data-driven methods” 90

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Correction: Nasri et al. A Novel Data-Driven Approach to Examine Children’s Movements and Social Behaviour in Schoolyard Environments. Children 2022, 9, 1177
2022 Children erratum Medicine Physical Activity and Health Open access

Maedeh Nasri, Yung‐Ting Tsou, Alexander Koutamanis, Mitra Baratchi, Sarah N. Giest, Dennis Reidsma, +1 more

1

citations
Potential Value of Identifying Type 2 Diabetes Subgroups for Guiding Intensive Treatment: A Comparison of Novel Data-Driven Clustering With Risk-Driven Subgroups
2023 Diabetes Care article Medicine Diabetes Treatment and Management Open access

Xinyu Li, Anoukh van Giessen, James Altunkaya, Roderick C. Slieker, Joline W. J. Beulens, Leen M. ‘t Hart, +4 more

8

citations
Potential Value of Identifying Type 2 Diabetes Subgroups for Guiding Intensive Treatment: A Comparison of Novel Data-Driven Clustering to Risk-driven Subgroups
2023 other Medicine Diabetes Treatment and Management Open access

Xinyu Li, Anoukh van Giessen, James Altunkaya, Roderick C. Slieker, Joline W. J. Beulens, Leen M. ‘t Hart, +4 more

0

citations
Potential Value of Identifying Type 2 Diabetes Subgroups for Guiding Intensive Treatment: A Comparison of Novel Data-Driven Clustering to Risk-driven Subgroups
2023 other Medicine Diabetes Treatment and Management Open access

Xinyu Li, Anoukh van Giessen, James Altunkaya, Roderick C. Slieker, Joline W. J. Beulens, Leen M. ‘t Hart, +4 more

0

citations
Potential Value of Identifying Type 2 Diabetes Subgroups for Guiding Intensive Treatment: A Comparison of Novel Data-Driven Clustering to Risk-driven Subgroups
2023 other Medicine Diabetes Treatment and Management Open access

Xinyu Li, Anoukh van Giessen, James Altunkaya, Roderick C. Slieker, Joline W. J. Beulens, Leen M. ‘t Hart, +4 more

0

citations
Cautiously optimistic: paediatric critical care nurses’ perspectives on data-driven algorithms in low-resource settings—a human-centred design study in Malawi
2024 BMC Global and Public Health article Medicine Healthcare Technology and Patient Monitoring Open access

Margot M. Rakers, Daniel Mwale, Lieke de Mare, Lezzie Chirambo, Bart Bierling, Alice Likumbo, +6 more

3

citations
Early identification of persistent somatic symptoms in primary care: data-driven and theory-driven predictive modelling based on electronic medical records of Dutch general practices
2023 BMJ Open article Medicine Psychosomatic Disorders and Their Treatments Open access

Willeke M. Kitselaar, Frederike L. Büchner, Rosalie van der Vaart, Stephen P. Sutch, Frank C. Bennis, Andrea W.M. Evers, +1 more

5

citations
Predicting individualized treatment effects of corticosteroids in community-acquired-pneumonia: a data-driven analysis of randomized controlled trials
2023 medRxiv preprint Medicine Pneumonia and Respiratory Infections Open access

Jim M Smit, Philip A. van der Zee, Sara C. M. Stoof, Michel Egide van Genderen, Dominic Snijders, Wim G. Boersma, +28 more

6

citations
Data-driven subphenotyping of severe ARDS patients requiring VV-ECMO
2026 Frontiers in Digital Health article Medicine Respiratory Support and Mechanisms Open access

Micha Landoll, Stephan Eric Straßmann, Wolfram Windisch, Ulrich Steinseifer, Andreas Schuppert, Michael Neidlin, +1 more

0

citations
Right dose, right now: bedside, real-time, data-driven, and personalised antibiotic dosing in critically ill patients with sepsis or septic shock—a two-centre randomised clinical trial
2022 Critical Care article Medicine Antibiotics Pharmacokinetics and Efficacy Open access

Luca F. Roggeveen, Tingjie Guo, Lucas M. Fleuren, Ronald H. Driessen, Patrick J. Thoral, Reinier M. van Hest, +6 more

64

citations
Trajectories of clinical characteristics, complications and treatment choices in data-driven subgroups of type 2 diabetes
2024 Diabetologia article Medicine Diabetes Treatment and Management Open access

Xinyu Li, Louise A. Donnelly, Roderick C. Slieker, Joline W. J. Beulens, Leen M. ‘t Hart, Petra J. M. Elders, +4 more

11

citations
Delineating morbidity patterns in preterm infants at near-term age using a data-driven approach
2024 BMC Pediatrics article Medicine Neonatal Respiratory Health Research Open access

Octavia-Andreea Ciora, Tanja Seegmüller, Theresa Wirth, Friederike Häfner, Sophia Stoecklein, Andreas Walter Flemmer, +6 more

4

citations
Comparison of the established ASAS definition and preliminary proposed data-driven cut-offs for inflammatory and structural MRI lesions in the sacroiliac joints for eligibility of patients with nonradiographic axial spondyloarthritis in clinical trials
2026 Annals of the Rheumatic Diseases article Medicine Spondyloarthritis Studies and Treatments Open access

Xenofon Baraliakos, Victoria Navarro‐Compán, Sofía Ramiro, H.H. Russ, Marcus Ngantcha, Khai J. Ng, +4 more

0

citations
Capturing the Complex Relationship Between Internal and External Training Load: A Data-Driven Approach
2023 International Journal of Sports Physiology and Performance article Medicine Sports Performance and Training Open access

Stephan van der Zwaard, Ruby Otter, Matthias Kempe, Arno Knobbe, Inge K. Stoter

10

citations
Development of a data-driven case-mix adjustment model for comparison of hospital performance in hip fracture care
2022 Archives of Osteoporosis article Medicine Hip and Femur Fractures Open access

Franka S. Würdemann, Arthur K.E. Elfrink, Janneke A. Wilschut, Crispijn L. van den Brand, Inger Birgitta Schipper, Johannes H. Hegeman

3

citations
Data-Driven Approach for Left Ventricular Volume Estimation using Intracardiac Admittance
2025 Current Directions in Biomedical Engineering article Medicine Cardiovascular Function and Risk Factors Open access

Steffen K. Leonhardt, Marian Walter

0

citations
Data-driven prediction of postoperative clinical outcome using the Neurologic Assessment in Neuro-Oncology (NANO) score in glioblastoma patients - the clinical usefulness of a black-box model
2021 Brain and Spine article Medicine Glioma Diagnosis and Treatment Open access

Julius M. Kernbach, Jonas Ort, Karlijn Hakvoort, Georg Neuloh, Hans Clusmann, Daniel Delev

0

citations
Data-driven definitions for active and structural MRI lesions in the sacroiliac joint in spondyloarthritis and their predictive utility
2021 Lara D. Veeken article Medicine Spondyloarthritis Studies and Treatments Open access

Walter P. Maksymowych, Robert George William Lambert, Xenofon Baraliakos, Ulrich Weber, Pedro Machado, Susanne Juhl Pedersen, +9 more

101

citations
Data-driven development of the nationwide hip fracture registry in the Netherlands
2022 Archives of Osteoporosis article Medicine Hip and Femur Fractures Open access

Franka S. Würdemann, Stijn C. Voeten, Janneke A. Wilschut, Inger Birgitta Schipper, Johannes H. Hegeman

3

citations
Quantitative Comparison of Deep Learning-Based Image Reconstruction Methods for Low-Dose and Sparse-Angle CT Applications
2021 Journal of Imaging article Medicine Medical Imaging Techniques and Applications Open access

Johannes Leuschner, Maximilian Schmidt, Poulami Somanya Ganguly, Vladyslav Andriiashen, Sophia Bethany Coban, Alexander H. Denker, +5 more

53

citations
Translating physicians’ intuition into quantifiable data: clinical hospital-based surveillance to complement existing methods to address gaps in current surveillance systems
2025 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

0

citations
Identifying persistent somatic symptoms in electronic health records: exploring multiple theory-driven methods of identification
2021 BMJ Open article Medicine Psychosomatic Disorders and Their Treatments Open access

Willeke M. Kitselaar, Mattijs Everard Numans, Stephen P. Sutch, Ammar Faiq, Andrea W.M. Evers, Rosalie van der Vaart

7

citations
Beyond mechanics: Maximum‐likelihood‐driven PET detector alignment calibration
2025 Medical Physics article Medicine Medical Imaging Techniques and Applications Open access

Julian Thull, Yannick Kuhl, Florian Mueller, David Schug, Bjoern Weissler, Volkmar Schulz

1

citations
Rationalizing Heterogeneity in Staphylococcus aureus Bacteremia: Current Progress and Future Goals
2026 The Journal of Infectious Diseases article Medicine Antimicrobial Resistance in Staphylococcus Open access

Clark D Russell, Sofía De la Villa, Maaike C. Swets, Annette C. Westgeest, Giulia Zumbo, Patricia Muñóz, +3 more

1

citations
Multimodal Data Integration Advances Longitudinal Prediction of the Naturalistic Course of Depression and Reveals a Multimodal Signature of Remission During 2-Year Follow-up
2023 Biological Psychiatry article Medicine Treatment of Major Depression Open access

Philippe C. Habets, Rajat Mani Thomas, Yuri Milaneschi, Rick Jansen, René Pool, Wouter J. Peyrot, +4 more

28

citations