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JAGOŠ, J. KOHÚT, J. KOHÚT, J. FORMÁNEK, M. BURŠA, J.
Original Title
ROLLER PUMP CONTROLLED BY NEURAL NETWORK: EXPERIMENTAL STUDY UNDER PHYSIOLOGICAL CONDITIONS
Type
article in a collection out of WoS and Scopus
Language
English
Original Abstract
The paper aims at exploitation of neural networks to create a required pulse wave in a compliant hydraulic circuit, representing arterial architecture. The pulse wave is evoked with a roller pump with its rotation speed controlled by a step motor. Peripheral resistance is created by a system of compliant silicon tubes mimicking arterial tree. The measured pressure waves in two positions and their derivatives will be exploited as datasets to train the neural network and, in the end, to reach a more physiological shape of the pulse wave than can be reached by a manual setting.
Keywords
Physiological waveform; Neural network; Roller pump
Authors
JAGOŠ, J.; KOHÚT, J.; KOHÚT, J.; FORMÁNEK, M.; BURŠA, J.
Released
27. 6. 2022
Publisher
Computational and scientific consultancy services Ltd
Location
Cardiff, United Kingdom
ISBN
978-0-9562914-6-2
Book
CMBE22 7th International Conference on Computational & Mathematical Biomedical Engineering
2227-9385
Periodical
7th International Conference on Computational and Mathematical Biomedical Engineering – CMBE2021
State
Republic of Italy
Pages from
389
Pages to
392
Pages count
4
URL
https://www.compbiomed.net/getfile.php?type=16/site_documents&id=CMBE%202022%20Proceedings%20volume1.pdf
BibTex
@inproceedings{BUT180254, author="Jiří {Jagoš} and Jiří {Kohút} and Jan {Kohút} and Martin {Formánek} and Jiří {Burša}", title="ROLLER PUMP CONTROLLED BY NEURAL NETWORK: EXPERIMENTAL STUDY UNDER PHYSIOLOGICAL CONDITIONS", booktitle="CMBE22 7th International Conference on Computational & Mathematical Biomedical Engineering", year="2022", journal="7th International Conference on Computational and Mathematical Biomedical Engineering – CMBE2021", pages="389--392", publisher="Computational and scientific consultancy services Ltd", address="Cardiff, United Kingdom", isbn="978-0-9562914-6-2", issn="2227-9385", url="https://www.compbiomed.net/getfile.php?type=16/site_documents&id=CMBE%202022%20Proceedings%20volume1.pdf" }