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    MOBIHEALTH

    Wireless Mobile Communication and Healthcare. 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings

    This book constitutes the refereed post-conference proceedings of the 9th International Conference on Mobile Communication and Healthcare, MobiHealth 2020, held in December 2020. Due to Covid-19 pandemic the conference was held virtually. The book contains 13 full papers selected from the main c…

    This book constitutes the refereed post-conference proceedings of the 9th International Conference on Mobile Communication and Healthcare, MobiHealth 2020, held in December 2020. Due to Covid-19 pandemic the conference was held virtually.

    The book contains 13 full papers selected from the main conference and 10 full papers from two workshops on medical artificial intelligence and on digital healthcare technologies. The conference papers are organized in topical sections on wearable technologies; health telemetry; mobile sensing and assessment; machine learning in eHealth applications.

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    Editor(s): Juan Ye (University of St Andrews), Michael J. O'Grady (University College Dublin), Gabriele Civitarese (University of Milan) and Kristina Yordanova (University of Rostock)
    Publisher
    Springer
    ISBN
    978-3-030-70569-5
    ISSN
    1867-8211
    Series
    LNICST
    Conference dates
    19th Nov 2020
    Location
    Virtual Event, -
    Appeared in EUDL
    2021-07-16
    Appears in
    SpringerLink

    Copyright © 2021–2025 ICST

    Ordered by title or year
    Showing 1–10 of 23 results
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    • Using Bayesian Optimization to Effectively Tune Random Forest and XGBoost Hyperparameters for Early Alzheimer’s Disease Diagnosis

      Research Article in Wireless Mobile Communication and Healthcare. 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings

      Louise Bloch, Christoph M. Friedrich
    • The Effects of Masking in Melanoma Image Classification with CNNs Towards International Standards for Image Preprocessing

      Research Article in Wireless Mobile Communication and Healthcare. 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings

      Fabrizio Nunnari, Abraham Ezema, Daniel Sonntag
    • COVID-19 Patient Outcome Prediction Using Selected Features from Emergency Department Data and Feed-Forward Neural Networks

      Research Article in Wireless Mobile Communication and Healthcare. 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings

      Sophie Peacock, Mattia Cinelli, Frank S. Heldt, Lachlan McLachlan, Marcela P. Vizcaychipi, Alex McCarthy, Nadezda Lipunova, Robert A. Fletcher, Anne Hancock, Robert Dürichen, Fernando Andreotti, Rabia T. Khan
    • A Proposal of Clinical Decision Support System Using Ensemble Learning for Coronary Artery Disease Diagnosis

      Research Article in Wireless Mobile Communication and Healthcare. 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings

      Rawia Sammout, Kais Ben Salah, Khaled Ghedira, Rania Abdelhedi, Najla Kharrat
    • Robust and Markerfree Axon Segmentation with CNNs

      Research Article in Wireless Mobile Communication and Healthcare. 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings

      Philipp Grüning, Alex Palumbo, Svenja Kim Landt, Lara Heckmann, Leslie Brackhagen, Marietta Zille, Amir Madany Mamlouk
    • Deep-Learning-Based Feature Encoding of Clinical Parameters for Patient Specific CTA Dose Optimization

      Research Article in Wireless Mobile Communication and Healthcare. 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings

      Marja Fleitmann, Hristina Uzunova, Andreas Martin Stroth, Jan Gerlach, Alexander Fürschke, Jörg Barkhausen, Arpad Bischof, Heinz Handels
    • Explainable Deep Learning for Medical Time Series Data

      Research Article in Wireless Mobile Communication and Healthcare. 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings

      Thomas Frick, Stefan Glüge, Abbas Rahimi, Luca Benini, Thomas Brunschwiler
    • Expanding eVision’s Granularity of Influenza Forecasting

      Research Article in Wireless Mobile Communication and Healthcare. 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings

      Navid Shaghaghi, Andres Calle, George Kouretas, Supriya Karishetti, Tanmay Wagh
    • Forecasting Health and Wellbeing for Shift Workers Using Job-Role Based Deep Neural Network

      Research Article in Wireless Mobile Communication and Healthcare. 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings

      Han Yu, Asami Itoh, Ryota Sakamoto, Motomu Shimaoka, Akane Sano
    • Bayesian Inference Federated Learning for Heart Rate Prediction

      Research Article in Wireless Mobile Communication and Healthcare. 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings

      Lei Fang, Xiaoli Liu, Xiang Su, Juan Ye, Simon Dobson, Pan Hui, Sasu Tarkoma
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