Tom H. G. F. Bakkes
Orcid: 0000-0002-5528-5248
According to our database1,
Tom H. G. F. Bakkes
authored at least 10 papers
between 2019 and 2024.
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Bibliography
2024
RoA: visual analytics support for deconfounded causal inference in observational studies.
J. Data Sci. Stat. Vis., 2024
An adversarial learning approach to generate pressure support ventilation waveforms for asynchrony detection.
Comput. Methods Programs Biomed., 2024
Model-Based Approaches for Breath-to-breath Estimation of Patient Effort during Mechanical Ventilation.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024
2023
Automated detection and classification of patient-ventilator asynchrony by means of machine learning and simulated data.
Comput. Methods Programs Biomed., March, 2023
2021
A Model-Based Approach to Synthetic Data Set Generation for Patient-Ventilator Waveforms for Machine Learning and Educational Use.
CoRR, 2021
Multi-Modal Uterine-Activity Measurements for Prediction of Embryo Implantation by Machine Learning.
IEEE Access, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
A machine learning method for automatic detection and classification of patient-ventilator asynchrony.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019