Tom H. G. F. Bakkes

According to our database, Tom H. G. F. Bakkes authored at least 13 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Estimation of respiratory system parameters using an extended equation of motion during mandatory mechanical ventilation.

Anouk van Diepen, Tom H. G. F. Bakkes, A. J. R. De Bie, R. Arthur Bouwman, Pierre Woerlee, Massimo Mischi, Simona Turco

Biomed. Signal Process. Control., 2026

2025

Validation of the advanced alert monitor in a Dutch hospital using local optimization and refinement of the outcome definition.

Tom H. G. F. Bakkes, Ashley de Bie Dekker, Jonna A. van der Stam, Uzay Kaymak, Massimo Mischi, R. Arthur Bouwman, Simona Turco

Int. J. Medical Informatics, 2025

Artificial intelligence in clinical decision support and the prediction of adverse events.

Sebastiaan Oei, Tom H. G. F. Bakkes, Massimo Mischi, R. Arthur Bouwman, Ruud J. G. van Sloun, Simona Turco

Frontiers Digit. Health, 2025

2024

RoA: visual analytics support for deconfounded causal inference in observational studies.

Dennis Dingen, Marcel van 't Veer, Tom H. G. F. Bakkes, Erik Korsten, R. Arthur Bouwman, Jarke J. van Wijk

J. Data Sci. Stat. Vis., 2024

An adversarial learning approach to generate pressure support ventilation waveforms for asynchrony detection.

L. Hao, Tom H. G. F. Bakkes, Anouk van Diepen, Nishith Chennakeshava, R. Arthur Bouwman, A. J. R. De Bie, Pierre Woerlee, Francesco Mojoli, Massimo Mischi, Y. Shi, Simona Turco

Comput. Methods Programs Biomed., 2024

Model-Based Approaches for Breath-to-breath Estimation of Patient Effort during Mechanical Ventilation.

Anouk van Diepen, Tom H. G. F. Bakkes, Ashley de Bie Dekker, R. Arthur Bouwman, Pierre Woerlee, Simona Turco, Massimo Mischi

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

External validation of the Advanced Alert Monitor (AAM) in a Dutch Hospital.

Tom H. G. F. Bakkes, Ashley de Bie Dekker, Jonna A. van der Stam, Uzay Kaymak, Massimo Mischi, R. Arthur Bouwman, Simona Turco

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.

Tom H. G. F. Bakkes, Anouk van Diepen, Ashley De Bie, Leon Montenij, Francesco Mojoli, R. Arthur Bouwman, Massimo Mischi, Pierre Woerlee, Simona Turco

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.

Anouk van Diepen, Tom H. G. F. Bakkes, A. J. R. De Bie, Simona Turco, R. Arthur Bouwman, Pierre Woerlee, Massimo Mischi

CoRR, 2021

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

Federica Sammali, Celine Blank, Tom H. G. F. Bakkes, Yizhou Huang, Chiara Rabotti, Benedictus C. Schoot, Massimo Mischi

IEEE Access, 2021

A Model-based Approach to Generating Annotated Pressure Support Waveforms.

Anouk van Diepen, Tom H. G. F. Bakkes, A. J. R. De Bie, Simona Turco, R. Arthur Bouwman, Pierre Woerlee, Massimo Mischi

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.

Tom H. G. F. Bakkes, Roel J. H. Montree, Massimo Mischi, Francesco Mojoli, Simona Turco

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Machine learning for classification of uterine activity outside pregnancy.

Tom H. G. F. Bakkes, Federica Sammali, Nienke Kuijsters, Simona Turco, Chiara Rabotti, Dick Schoot, Massimo Mischi

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019