van Smeden, Maarten

Systematic review identifies the design and methodological conduct of studies on machine learning-based prediction models

Andaur Navarro, C. L., Damen, J. A. A., van Smeden, M., Takada, T., Nijman, S. W. J., Dhiman, P., Ma, J., Collins, G. S., Bajpai, R., Riley, R. D., et al. (2023) · Journal of Clinical Epidemiology

Artificial Intelligence in HealthcareStatistical Methods in Epidemiology

Cited by 121

Value of composite reference standards in diagnostic research

Naaktgeboren, C. A., Bertens, L. C. M., Smeden, M. V., Groot, J. A. H. D., Moons, K. G. M., & Reitsma, J. B. (2013) · BMJ

Meta-analysis and systematic reviewsStatistical Methods in Epidemiology

Cited by 105

Metrics reloaded: Recommendations for image analysis validation

Maier-Hein, L., Reinke, A., Godau, P., Tizabi, M. D., Buettner, F., Christodoulou, E., Glocker, B., Isensee, F., Kleesiek, J., Kozubek, M., et al. (2022) · arXiv

Cell Image Analysis TechniquesMedical Image Segmentation Techniques

Cited by 59

From text to treatment: the crucial role of validation for generative large language models in health care

de Hond, A., Leeuwenberg, T., Bartels, R., van Buchem, M., Kant, I., Moons, K. G., & van Smeden, M. (2024) · The Lancet Digital Health

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 53

Assessing the quality of prediction models in health care using the Prediction model Risk Of Bias ASsessment Tool (PROBAST): an evaluation of its use and practical application

Kaul, T., Damen, J. A. A., Wynants, L., Van Calster, B., van Smeden, M., Hooft, L., & Moons, K. G. M. (2025) · Journal of Clinical Epidemiology

Meta-analysis and systematic reviewsStatistical Methods in Epidemiology

Cited by 16

Signal or Noise? Evaluating Commonly Used Attribution Methods for Explaining Deep Neural Networks in Electrocardiogram Classification

Arends, B. K. O., van Amsterdam, W. A. C., van der Harst, P., van Smeden, M., van Es, R., & van de Leur, R. R. (2026) · European Heart Journal - Digital Health

Explainable Artificial Intelligence (XAI)ECG Monitoring and Analysis

Cited by 6