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  1. Book: European recommendations for surface electromyography

    Hermens, Hermie J.

    results of the SENIAM project

    (Biomedical and Health Research Program SENIAM)

    1999  

    Author's details Hermie J. Hermens
    Series title Biomedical and Health Research Program SENIAM
    Language English
    Size VIII, 122 S. : Ill.
    Publisher Roessingh Research and Development
    Publishing place Enschede
    Publishing country Netherlands
    Document type Book
    HBZ-ID HT013408028
    ISBN 90-75452-15-2 ; 978-90-75452-15-0
    Database Catalogue ZB MED Medicine, Health

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    In stock of ZB MED Cologne/Königswinter

    Shelf markLoan statusLocation
    2003 A 3 order for loan Magazin

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    This service is chargeable due to the Delivery terms set by subito. Orders including an article and supplementary material will be classified as separate orders. In these cases, fees will be demanded for each order.

  2. Book: Surface electromyography application areas and parameters

    Hermens, Hermie J.

    Aachen, Germany, May 1998

    (Proceedings of the ... general SENIAM workshop ; 3 ; Biomedical and health research program)

    1998  

    Author's details Hermie J. Hermens
    Series title Proceedings of the ... general SENIAM workshop ; 3
    Biomedical and health research program
    Collection
    Language English
    Size VIII, 155 S. : Ill., graph. Darst.
    Publisher Roessingh Research and Development
    Publishing place Enschede
    Publishing country Netherlands
    Document type Book
    HBZ-ID HT013234330
    ISBN 90-75452-10-1 ; 978-90-75452-10-5
    Database Catalogue ZB MED Medicine, Health

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    In stock of ZB MED Cologne/Königswinter

    Shelf markLoan statusLocation
    2002 A 3431 order for loan Magazin

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    This service is chargeable due to the Delivery terms set by subito. Orders including an article and supplementary material will be classified as separate orders. In these cases, fees will be demanded for each order.

  3. Book: State of the art on modelling methods for surface electromyography

    Hermens, Hermie J.

    deliverable of the SENIAM project

    (Biomedical and health research program)

    1998  

    Institution Europäische Zusammenarbeit auf dem Gebiet der Wissenschaftlichen und Technischen Forschung / Concerted Action on Surface EMG for Non-Invasive Assessment of Muscles
    Author's details Hermie J. Hermens
    Series title Biomedical and health research program
    Language English
    Size VI, 135 S. : Ill., graph. Darst.
    Publisher Roessingh Research and Development
    Publishing place Enschede
    Publishing country Netherlands
    Document type Book
    HBZ-ID HT013234348
    ISBN 90-75452-11-X ; 978-90-75452-11-2
    Database Catalogue ZB MED Medicine, Health

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    In stock of ZB MED Cologne/Königswinter

    Shelf markLoan statusLocation
    2002 A 3433 order for loan Magazin

    Order via subito

    This service is chargeable due to the Delivery terms set by subito. Orders including an article and supplementary material will be classified as separate orders. In these cases, fees will be demanded for each order.

  4. Book: The state of the art on sensors and sensor placement procedures for surface electromyography

    Hermens, Hermie J.

    a proposal for sensor placement procedures ; deliverable of the SENIAM project

    (Biomedical and health research program)

    1997  

    Institution Europäische Zusammenarbeit auf dem Gebiet der Wissenschaftlichen und Technischen Forschung / Concerted Action on Surface EMG for Non-Invasive Assessment of Muscles
    Author's details ed.: Hermie J. Hermens
    Series title Biomedical and health research program
    Language English
    Size VI, 154, A-XVI S. : Ill., graph. Darst.
    Publisher Roessingh Research and Development
    Publishing place Enschede
    Publishing country Netherlands
    Document type Book
    HBZ-ID HT013234302
    ISBN 90-75452-09-8 ; 978-90-75452-09-9
    Database Catalogue ZB MED Medicine, Health

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    In stock of ZB MED Cologne/Königswinter

    Shelf markLoan statusLocation
    2002 A 3432 order for loan Magazin

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    This service is chargeable due to the Delivery terms set by subito. Orders including an article and supplementary material will be classified as separate orders. In these cases, fees will be demanded for each order.

  5. Article ; Online: Missing Data Statistics Provide Causal Insights into Data Loss in Diabetes Health Monitoring by Wearable Sensors.

    Braem, Carlijn I R / Yavuz, Utku S / Hermens, Hermie J / Veltink, Peter H

    Sensors (Basel, Switzerland)

    2024  Volume 24, Issue 5

    Abstract: Background: Data loss in wearable sensors is an inevitable problem that leads to misrepresentation during diabetes health monitoring. We systematically investigated missing wearable sensors data to get causal insight into the mechanisms leading to ... ...

    Abstract Background: Data loss in wearable sensors is an inevitable problem that leads to misrepresentation during diabetes health monitoring. We systematically investigated missing wearable sensors data to get causal insight into the mechanisms leading to missing data.
    Methods: Two-week-long data from a continuous glucose monitor and a Fitbit activity tracker recording heart rate (HR) and step count in free-living patients with type 2 diabetes mellitus were used. The gap size distribution was fitted with a Planck distribution to test for missing not at random (MNAR) and a difference between distributions was tested with a Chi-squared test. Significant missing data dispersion over time was tested with the Kruskal-Wallis test and Dunn post hoc analysis.
    Results: Data from 77 subjects resulted in 73 cleaned glucose, 70 HR and 68 step count recordings. The glucose gap sizes followed a Planck distribution. HR and step count gap frequency differed significantly (
    Conclusions: Our novel approach of investigating missing data statistics revealed the mechanisms for missing data in Fitbit and CGM data.
    MeSH term(s) Humans ; Diabetes Mellitus, Type 2 ; Fitness Trackers ; Glucose ; Blood Glucose ; Heart Rate
    Chemical Substances Glucose (IY9XDZ35W2) ; Blood Glucose
    Language English
    Publishing date 2024-02-27
    Publishing country Switzerland
    Document type Journal Article
    ZDB-ID 2052857-7
    ISSN 1424-8220 ; 1424-8220
    ISSN (online) 1424-8220
    ISSN 1424-8220
    DOI 10.3390/s24051526
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  6. Book ; Conference proceedings: Electrophysiological kinesiology

    Hermens, Hermie J.

    proceedings of the 11th congress of the International Society of Electrophysiology and Kinesiolog, Enschede, the Netherlands, 1996

    (Proceedings of the ... congress of the International Society of Electrophysiological Kinesiology ; 11 ; RRD Progress in rehabilitation science ; 4)

    1996  

    Author's details ed.: Hermie J. Hermens
    Series title Proceedings of the ... congress of the International Society of Electrophysiological Kinesiology ; 11
    RRD Progress in rehabilitation science ; 4
    Electrophysical kinesiology
    Collection Electrophysical kinesiology
    Keywords Movement / congresses ; Movement Disorders / congresses ; Electric Stimulation / congresses ; Electromyography / congresses
    Language English
    Size 246 S. : Ill., graph. Darst.
    Publisher Roessingh Research and Development
    Publishing place Enschede
    Publishing country Netherlands
    Document type Book ; Conference proceedings
    HBZ-ID HT013532663
    ISBN 90-75452-04-7 ; 978-90-75452-04-4
    Database Catalogue ZB MED Medicine, Health

    Kategorien

    In stock of ZB MED Cologne/Königswinter

    Shelf markLoan statusLocation
    1996 A 7754 order for loan Magazin

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    This service is chargeable due to the Delivery terms set by subito. Orders including an article and supplementary material will be classified as separate orders. In these cases, fees will be demanded for each order.

  7. Book ; Audio / Video: European recommendations for surface electromyography

    Freriks, Bart / Hermens, Hermie J.

    results of the SENIAM project

    (SENIAM, Biomedical and Health Research Program)

    2000  

    Author's details Bart Freriks ; Hermie J. Hermens
    Series title SENIAM, Biomedical and Health Research Program
    Language English
    Size 1 CD-Rom, farb., 12 cm
    Publisher Roessingh Research and Development
    Publishing place Enschede
    Publishing country Netherlands
    Document type Book ; Audio / Video
    Accompanying material Beil. (6 S.)
    HBZ-ID HT013234542
    ISBN 90-75452-14-4 ; 978-90-75452-14-3
    Database Catalogue ZB MED Medicine, Health

    Kategorien

    In stock of ZB MED Cologne/Königswinter

    Shelf markLoan statusLocation
    2002 MO 346 order for loan Magazin

    Order via subito

    This service is chargeable due to the Delivery terms set by subito. Orders including an article and supplementary material will be classified as separate orders. In these cases, fees will be demanded for each order.

  8. Book: Future applications of surface electromyography

    Hermens, Hermie J. / Freriks, Bart

    's Hertogenbosch, the Netherlands, September 1999

    (Proceedings of the ... general SENIAM workshop ; 4 ; Biomedical and health research program)

    1999  

    Author's details Hermie J. Hermens ; Bart Freriks
    Series title Proceedings of the ... general SENIAM workshop ; 4
    Biomedical and health research program
    Collection
    Language English
    Size VI, 196 S. : zahlr. graph. Darst.
    Publisher Roessingh Research and Development
    Publishing place Enschede
    Publishing country Netherlands
    Document type Book
    HBZ-ID HT013100455
    ISBN 90-75452-16-0 ; 978-90-75452-16-7
    Database Catalogue ZB MED Medicine, Health

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    In stock of ZB MED Cologne/Königswinter

    Shelf markLoan statusLocation
    2002 A 249 order for loan Magazin

    Order via subito

    This service is chargeable due to the Delivery terms set by subito. Orders including an article and supplementary material will be classified as separate orders. In these cases, fees will be demanded for each order.

  9. Book: European applications of surface electromyography

    Hermens, Hermie J. / Hägg, Göran / Freriks, Bart

    Stockholm, Sweden, June 1997

    (Proceedings of the ... general SENIAM workshop ; 2 ; Biomedical and health research program)

    1997  

    Title variant European applications on surface electromyography
    Author's details Hermie J. Hermens ; Göran Hägg ; Bart Freriks
    Series title Proceedings of the ... general SENIAM workshop ; 2
    Biomedical and health research program
    Collection
    Language English
    Size VIII, 199 S. : zahlr. graph. Darst.
    Publisher Roessingh Research and Development
    Publishing place Enschede
    Publishing country Netherlands
    Document type Book
    HBZ-ID HT013100432
    ISBN 90-75452-06-3 ; 978-90-75452-06-8
    Database Catalogue ZB MED Medicine, Health

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    Kategorien

    In stock of ZB MED Cologne/Königswinter

    Shelf markLoan statusLocation
    2002 A 248 order for loan Magazin

    Order via subito

    This service is chargeable due to the Delivery terms set by subito. Orders including an article and supplementary material will be classified as separate orders. In these cases, fees will be demanded for each order.

  10. Article ; Online: Genetic Algorithm for Feature Selection in Lower Limb Pattern Recognition.

    Schulte, Robert V / Prinsen, Erik C / Hermens, Hermie J / Buurke, Jaap H

    Frontiers in robotics and AI

    2021  Volume 8, Page(s) 710806

    Abstract: Choosing the right features is important to optimize lower limb pattern recognition, such as in prosthetic control. EMG signals are noisy in nature, which makes it more challenging to extract useful information. Many features are used in the literature, ... ...

    Abstract Choosing the right features is important to optimize lower limb pattern recognition, such as in prosthetic control. EMG signals are noisy in nature, which makes it more challenging to extract useful information. Many features are used in the literature, which raises the question which features are most suited for use in lower limb myoelectric control. Therefore, it is important to find combinations of best performing features. One way to achieve this is by using a genetic algorithm, a meta-heuristic capable of searching vast feature spaces. The goal of this research is to demonstrate the capabilities of a genetic algorithm and come up with a feature set that has a better performance than the state-of-the-art feature set. In this study, we collected a dataset containing ten able-bodied subjects who performed various gait-related activities while measuring EMG and kinematics. The genetic algorithm selected features based on the performance on the training partition of this dataset. The selected feature sets were evaluated on the remaining test set and on the online benchmark dataset ENABL3S, against a state-of-the-art feature set. The results show that a feature set based on the selected features of a genetic algorithm outperforms the state-of-the-art set. The overall error decreased up to 0.54% and the transitional error by 2.44%, which represent a relative decrease in overall errors up to 11.6% and transitional errors up to 14.1%, although these results were not significant. This study showed that a genetic algorithm is capable of searching a large feature space and that systematic feature selection shows promising results for lower limb myoelectric control.
    Language English
    Publishing date 2021-10-25
    Publishing country Switzerland
    Document type Journal Article
    ZDB-ID 2781824-X
    ISSN 2296-9144 ; 2296-9144
    ISSN (online) 2296-9144
    ISSN 2296-9144
    DOI 10.3389/frobt.2021.710806
    Database MEDical Literature Analysis and Retrieval System OnLINE

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