Tom H. G. F. Bakkes

13 papers Journal 8Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Estimation of respiratory system parameters using an extended equation of motion during mandatory mechanical ventilation. Biomed. Signal Process. Control. Anouk van Diepen, Tom H. G. F. Bakkes, A. J. R. De Bie, R. Arthur Bouwman, Pierre Woerlee, Massimo Mischi, Simona Turco
2025	J	`jnl`	Artificial intelligence in clinical decision support and the prediction of adverse events. Frontiers Digit. Health Sebastiaan Oei, Tom H. G. F. Bakkes, Massimo Mischi, R. Arthur Bouwman, Ruud J. G. van Sloun, Simona Turco
2025	J	`jnl`	Validation of the advanced alert monitor in a Dutch hospital using local optimization and refinement of the outcome definition. Int. J. Medical Informatics Tom H. G. F. Bakkes, Ashley de Bie Dekker, Jonna A. van der Stam, Uzay Kaymak, Massimo Mischi, R. Arthur Bouwman, Simona Turco
2024	J	`jnl`	An adversarial learning approach to generate pressure support ventilation waveforms for asynchrony detection. Comput. Methods Programs Biomed. 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
2024	—	`conf`	External validation of the Advanced Alert Monitor (AAM) in a Dutch Hospital. MeMeA Tom H. G. F. Bakkes, Ashley de Bie Dekker, Jonna A. van der Stam, Uzay Kaymak, Massimo Mischi, R. Arthur Bouwman, Simona Turco
2024	—	`conf`	Model-Based Approaches for Breath-to-breath Estimation of Patient Effort during Mechanical Ventilation. MeMeA Anouk van Diepen, Tom H. G. F. Bakkes, Ashley de Bie Dekker, R. Arthur Bouwman, Pierre Woerlee, Simona Turco, Massimo Mischi
2024	J	`jnl`	RoA: visual analytics support for deconfounded causal inference in observational studies. J. Data Sci. Stat. Vis. Dennis Dingen, Marcel van 't Veer, Tom H. G. F. Bakkes, Erik Korsten, R. Arthur Bouwman, Jarke J. van Wijk
2023	J	`jnl`	Automated detection and classification of patient-ventilator asynchrony by means of machine learning and simulated data. Comput. Methods Programs Biomed. Tom H. G. F. Bakkes, Anouk van Diepen, Ashley De Bie, Leon Montenij, Francesco Mojoli, R. Arthur Bouwman, Massimo Mischi, Pierre Woerlee, Simona Turco
2021	J	`jnl`	A Model-Based Approach to Synthetic Data Set Generation for Patient-Ventilator Waveforms for Machine Learning and Educational Use. CoRR Anouk van Diepen, Tom H. G. F. Bakkes, A. J. R. De Bie, Simona Turco, R. Arthur Bouwman, Pierre Woerlee, Massimo Mischi
2021	—	`conf`	A Model-based Approach to Generating Annotated Pressure Support Waveforms. EMBC Anouk van Diepen, Tom H. G. F. Bakkes, A. J. R. De Bie, Simona Turco, R. Arthur Bouwman, Pierre Woerlee, Massimo Mischi
2021	J	`jnl`	Multi-Modal Uterine-Activity Measurements for Prediction of Embryo Implantation by Machine Learning. IEEE Access Federica Sammali, Celine Blank, Tom H. G. F. Bakkes, Yizhou Huang, Chiara Rabotti, Benedictus C. Schoot, Massimo Mischi
2020	—	`conf`	A machine learning method for automatic detection and classification of patient-ventilator asynchrony. EMBC Tom H. G. F. Bakkes, Roel J. H. Montree, Massimo Mischi, Francesco Mojoli, Simona Turco
2019	—	`conf`	Machine learning for classification of uterine activity outside pregnancy. EMBC Tom H. G. F. Bakkes, Federica Sammali, Nienke Kuijsters, Simona Turco, Chiara Rabotti, Dick Schoot, Massimo Mischi