Tom H. G. F. Bakkes

According to our database, Tom H. G. F. Bakkes authored at least 6 papers between 2019 and 2023.

Collaborative distances:

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

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