Titlebook: Biomedical Engineering Systems and Technologies; 15th International J Ana Cecília A. Roque,Denis Gracanin,Hugo Gamboa Conference proceeding

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1865-0929 , BIOSTEC?2022, held as a Virtual Event, during February 9–11, 2022.?..The 21 full papers included in this book were carefully reviewed and selected from 262 submissions. The papers selected to be included in this book contribute to the understanding?of relevant trends of current research on Biomedi

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1865-0929 aluation and Use of Healthcare IT, Medical Signal Acquisition, Analysis and Processing, Data Mining and Data Analysis, Decision Support Systems, e-Health, e-Health Applications, Mobile Technologies for Healthcare Applications and Medical Devices design..978-3-031-38853-8978-3-031-38854-5Series ISSN 1865-0929 Series E-ISSN 1865-0937

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Gli esordi della sicurezza del pazientetation, which selects the real-life samples as the testing set. On the selected machine learning algorithms, k Nearest Neighbors and Decision Tree got classification improvements by using the augmented data, which shows the promising results of created samples for fall detection.

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Integrazione di sicurezza e qualitàocabulary of the language model to the target domain; however, the choice of vocabulary size is not particularly sensitive with respect to downstream performance, while the benefits of subword averaging is reduced after a modest amount of domain-adaptive pretraining.

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https://doi.org/10.1007/978-2-8178-0469-9ent in order to study their correlation with mental stress: electrocardiogram (.), photoplethysmogram (.), electrodermal activity (.) and electromyogram (.)..A statistical analysis is carried out for preliminary results and for protocol validation before a deeper analysis using artificial intelligence algorithms in future work.

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,Data Augmentation Based on?Virtual Wrist Devices for?Fall Detection,tation, which selects the real-life samples as the testing set. On the selected machine learning algorithms, k Nearest Neighbors and Decision Tree got classification improvements by using the augmented data, which shows the promising results of created samples for fall detection.

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