Hoogendoorn, Mark

Machine learning for the prediction of sepsis: a systematic review and meta-analysis of diagnostic test accuracy

Fleuren, L. M., Klausch, T. L. T., Zwager, C. L., Schoonmade, L. J., Guo, T., Roggeveen, L. F., Swart, E. L., Girbes, A. R. J., Thoral, P., Ercole, A., et al. (2020) · Intensive Care Medicine

Sepsis Diagnosis and TreatmentMachine Learning in Healthcare

Cited by 755

Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis

Roggeveen, L., el Hassouni, A., Ahrendt, J., Guo, T., Fleuren, L., Thoral, P., Girbes, A. R., Hoogendoorn, M., & Elbers, P. W. (2021) · Artificial Intelligence in Medicine

Sepsis Diagnosis and TreatmentMachine Learning in Healthcare

Cited by 41

CKConv: Continuous Kernel Convolution For Sequential Data

Romero, D. W., Kuzina, A., Bekkers, E. J., Tomczak, J. M., & Hoogendoorn, M. (2021) · arXiv

Neural Networks and ApplicationsAdvanced Neural Network Applications

Cited by 39

Explainable Machine Learning on AmsterdamUMCdb for ICU Discharge Decision Support: Uniting Intensivists and Data Scientists

Thoral, P. J., Fornasa, M., de Bruin, D. P., Tonutti, M., Hovenkamp, H., Driessen, R. H., Girbes, A. R. J., Hoogendoorn, M., & Elbers, P. W. G. (2021) · Critical Care Explorations

Machine Learning in HealthcareArtificial Intelligence in Healthcare

Cited by 34

Predicting short term mood developments among depressed patients using adherence and ecological momentary assessment data

Mikus, A., Hoogendoorn, M., Rocha, A., Gama, J., Ruwaard, J., & Riper, H. (2018) · Internet Interventions

Digital Mental Health InterventionsMental Health Research Topics

Cited by 31

What is the future of artificial intelligence in obstetrics? A qualitative study among healthcare professionals

Fischer, A., Rietveld, A., Teunissen, P., Hoogendoorn, M., & Bakker, P. (2023) · BMJ Open

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 26

TOWARDS FULLY AUTOMATED PSYCHOTHERAPY FOR ADULTS - BAS - Behavioral Activation Scheduling Via Web and Mobile Phone

Griffioen-Both, F., Cuijpers, P. J., Hoogendoorn, M., & Klein, M. C. A. (2010) · Proceedings of the Third International Conference on Health Informatics

Digital Mental Health InterventionsMobile Health and mHealth Applications

Cited by 10