Prediction of Changes in Blood Parameters Induced by Low-Frequency Ultrasound

Prediction of Changes in Blood Parameters Induced by Low-Frequency Ultrasound

In this study, we reveal the influence of low-frequency ultrasound on erythrocyte and platelet aggregation. Furthermore, we show that the consequences of sonication of blood samples can be predicted using machine learning techniques based on a set of explicit parameters. A total of 300 blood samples...

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Bibliographic Details
Main Authors: Vytautas Ostasevicius, Agnė Paulauskaite-Taraseviciene, Vaiva Lesauskaite, Vytautas Jurenas, Vacis Tatarunas, Edgaras Stankevicius, Agilė Tunaityte, Mantas Venslauskas, Laura Kizauskiene
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Applied System Innovation
Subjects:
blood samples
acoustic intensity
platelet aggregation
hematological disorders
Kruskal–Wallis test
support vector regression
Online Access:https://www.mdpi.com/2571-5577/6/6/99

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