Tom Bakkes

Automated detection and classification of patient–ventilator asynchrony by means of machine learning and simulated data

Tom Bakkes, Anouk van Diepen, Ashley J.R. De Bie et al. · Computer Methods and Programs in Biomedicine · 2023 · 39 citations · Full text

Computing, Computer Science, Health Informatics +15

A machine learning method for automatic detection and classification of patient-ventilator asynchrony

Tom Bakkes, Roel J. H. Montree, Massimo Mischi et al. · 2020 · 23 citations

Computing, Clinical Sciences, Computer Science +16

A model-based approach to generating annotated pressure support waveforms

Anouk van Diepen, Tom Bakkes, Simona Turco et al. · Journal of Clinical Monitoring and Computing · 2022 · 16 citations · Full text

Engineering, Biomedical Engineering, Machine Learning +16

Multi-Modal Uterine-Activity Measurements for Prediction of Embryo Implantation by Machine Learning

Federica Sammali, Celine Blank, Tom Bakkes et al. · IEEE Access · 2021 · 15 citations · Full text

Computing, Gynecology, Obstetrics +15

Prediction of postoperative patient deterioration and unanticipated intensive care unit admission using perioperative factors

Eveline H. J. Mestrom, Tom Bakkes, Nassim Ourahou et al. · PLoS ONE · 2023 · 14 citations · Full text

Medicine, Perioperative Medicine, Surgery +15