Komorowski, Matthieu

The artificial intelligence clinician learns optimal treatment strategies for sepsis in intensive care

Komorowski, M., Celi, L. A., Badawi, O., Gordon, A. C., & Faisal, A. A. (2018) · Nature Medicine

Sepsis Diagnosis and TreatmentMachine Learning in Healthcare

Cited by 1,290

Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies

Nagendran, M., Chen, Y., Lovejoy, C. A., Gordon, A. C., Komorowski, M., Harvey, H., Topol, E. J., Ioannidis, J. P. A., Collins, G. S., & Maruthappu, M. (2020) · BMJ

Artificial Intelligence in Healthcare and EducationAI in cancer detection

Cited by 1,152

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

Vasey, B., Nagendran, M., Campbell, B., Clifton, D. A., Collins, G. S., Denaxas, S., Denniston, A. K., Faes, L., Geerts, B., Ibrahim, M., et al. (2022) · Nature Medicine

Artificial Intelligence in Healthcare and EducationMeta-analysis and systematic reviews

Cited by 1,039

Guidelines for reinforcement learning in healthcare

Gottesman, O., Johansson, F., Komorowski, M., Faisal, A., Sontag, D., Doshi-Velez, F., & Celi, L. A. (2019) · Nature Medicine

Machine Learning in HealthcareArtificial Intelligence in Healthcare and Education

Cited by 395

Implementing Artificial Intelligence in Critical Care Medicine: a consensus of 22.

Cecconi, M., Greco, M., Shickel, B., Angus, D. C., Bailey, H., Bignami, E., Calandra, T., Celi, L. A., Einav, S., Elbers, P., et al. (2025) · Critical Care

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 80

Informing future intensive care trials with machine learning

Komorowski, M., & Lemyze, M. (2019) · British Journal of Anaesthesia

Respiratory Support and MechanismsSepsis Diagnosis and Treatment

Cited by 8

Data-driven decision support for individualised cardiovascular resuscitation in sepsis: a scoping review and primer for clinicians

Catling, F. J., Nagendran, M., Festor, P., Bien, Z., Harris, S., Faisal, A. A., Gordon, A. C., & Komorowski, M. (2023) · medRxiv

Sepsis Diagnosis and TreatmentMachine Learning in Healthcare

Cited by 3