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Journal Articles
- 2024
[j4]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:
An adversarial learning approach to generate pressure support ventilation waveforms for asynchrony detection. Comput. Methods Programs Biomed. 250: 108175 (2024)- [j3]Dennis Dingen, Marcel van 't Veer, Tom H. G. F. Bakkes, Erik Korsten, R. Arthur Bouwman, Jarke J. van Wijk:
RoA: visual analytics support for deconfounded causal inference in observational studies. J. Data Sci. Stat. Vis. 4(3) (2024) - 2023
- [j2]Tom H. G. F. Bakkes, Anouk van Diepen, Ashley De Bie, Leon Montenij, Francesco Mojoli, R. Arthur Bouwman, Massimo Mischi, Pierre Woerlee, Simona Turco:
Automated detection and classification of patient-ventilator asynchrony by means of machine learning and simulated data. Comput. Methods Programs Biomed. 230: 107333 (2023) - 2021
- [j1]Federica Sammali, Celine Blank, Tom H. G. F. Bakkes, Yizhou Huang, Chiara Rabotti, Benedictus C. Schoot, Massimo Mischi:
Multi-Modal Uterine-Activity Measurements for Prediction of Embryo Implantation by Machine Learning. IEEE Access 9: 47096-47111 (2021)
Conference and Workshop Papers
- 2024
- [c5]Tom H. G. F. Bakkes, Ashley de Bie Dekker, Jonna A. van der Stam, Uzay Kaymak, Massimo Mischi, R. Arthur Bouwman, Simona Turco:
External validation of the Advanced Alert Monitor (AAM) in a Dutch Hospital. MeMeA 2024: 1-5 - [c4]Anouk van Diepen, Tom H. G. F. Bakkes, Ashley de Bie Dekker, R. Arthur Bouwman, Pierre Woerlee, Simona Turco, Massimo Mischi:
Model-Based Approaches for Breath-to-breath Estimation of Patient Effort during Mechanical Ventilation. MeMeA 2024: 1-6 - 2021
- [c3]Anouk van Diepen, Tom H. G. F. Bakkes, A. J. R. De Bie, Simona Turco, R. Arthur Bouwman, Pierre Woerlee, Massimo Mischi:
A Model-based Approach to Generating Annotated Pressure Support Waveforms. EMBC 2021: 4188-4191 - 2020
- [c2]Tom H. G. F. Bakkes, Roel J. H. Montree, Massimo Mischi, Francesco Mojoli, Simona Turco:
A machine learning method for automatic detection and classification of patient-ventilator asynchrony. EMBC 2020: 150-153 - 2019
- [c1]Tom H. G. F. Bakkes, Federica Sammali, Nienke Kuijsters, Simona Turco, Chiara Rabotti, Dick Schoot, Massimo Mischi:
Machine learning for classification of uterine activity outside pregnancy. EMBC 2019: 2161-2164
Informal and Other Publications
- 2021
- [i1]Anouk van Diepen, Tom H. G. F. Bakkes, A. J. R. De Bie, Simona Turco, R. Arthur Bouwman, Pierre Woerlee, Massimo Mischi:
A Model-Based Approach to Synthetic Data Set Generation for Patient-Ventilator Waveforms for Machine Learning and Educational Use. CoRR abs/2103.15684 (2021)
Coauthor Index
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