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 (EMBC, 2020)

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., 2023)

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)