An Intelligent Cloud-Based Platform for Effective Monitoring of Patients with Psychotic Disorders

The therapy of patients with psychotic disorders (i.e., bipolar disorder and schizophrenia) could benefit from the constant monitoring of their physiological and motor parameters. In this paper, we present an innovative and advanced cloud based platform that facilitates the effective monitoring of s...

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Autores principales: Maglogiannis, Ilias, Zlatintsi, Athanasia, Menychtas, Andreas, Papadimatos, Dennis, Filntisis, Panayiotis P., Efthymiou, Nikos, Retsinas, George, Tsanakas, Panayiotis, Maragos, Petros
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256582/
http://dx.doi.org/10.1007/978-3-030-49186-4_25
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author Maglogiannis, Ilias
Zlatintsi, Athanasia
Menychtas, Andreas
Papadimatos, Dennis
Filntisis, Panayiotis P.
Efthymiou, Nikos
Retsinas, George
Tsanakas, Panayiotis
Maragos, Petros
author_facet Maglogiannis, Ilias
Zlatintsi, Athanasia
Menychtas, Andreas
Papadimatos, Dennis
Filntisis, Panayiotis P.
Efthymiou, Nikos
Retsinas, George
Tsanakas, Panayiotis
Maragos, Petros
author_sort Maglogiannis, Ilias
collection PubMed
description The therapy of patients with psychotic disorders (i.e., bipolar disorder and schizophrenia) could benefit from the constant monitoring of their physiological and motor parameters. In this paper, we present an innovative and advanced cloud based platform that facilitates the effective monitoring of such patients. A commodity smartwatch is used for biosignal and motion data collection at a 24/7 basis. The paper describes the technical details of the implemented application both on the smartwatch and the cloud server side. Technical challenges regarding the upload, the storage and the battery constraints of the smartwatch are also discussed, along with the initial results regarding data visualization and processing.
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spelling pubmed-72565822020-05-29 An Intelligent Cloud-Based Platform for Effective Monitoring of Patients with Psychotic Disorders Maglogiannis, Ilias Zlatintsi, Athanasia Menychtas, Andreas Papadimatos, Dennis Filntisis, Panayiotis P. Efthymiou, Nikos Retsinas, George Tsanakas, Panayiotis Maragos, Petros Artificial Intelligence Applications and Innovations Article The therapy of patients with psychotic disorders (i.e., bipolar disorder and schizophrenia) could benefit from the constant monitoring of their physiological and motor parameters. In this paper, we present an innovative and advanced cloud based platform that facilitates the effective monitoring of such patients. A commodity smartwatch is used for biosignal and motion data collection at a 24/7 basis. The paper describes the technical details of the implemented application both on the smartwatch and the cloud server side. Technical challenges regarding the upload, the storage and the battery constraints of the smartwatch are also discussed, along with the initial results regarding data visualization and processing. 2020-05-06 /pmc/articles/PMC7256582/ http://dx.doi.org/10.1007/978-3-030-49186-4_25 Text en © IFIP International Federation for Information Processing 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Maglogiannis, Ilias
Zlatintsi, Athanasia
Menychtas, Andreas
Papadimatos, Dennis
Filntisis, Panayiotis P.
Efthymiou, Nikos
Retsinas, George
Tsanakas, Panayiotis
Maragos, Petros
An Intelligent Cloud-Based Platform for Effective Monitoring of Patients with Psychotic Disorders
title An Intelligent Cloud-Based Platform for Effective Monitoring of Patients with Psychotic Disorders
title_full An Intelligent Cloud-Based Platform for Effective Monitoring of Patients with Psychotic Disorders
title_fullStr An Intelligent Cloud-Based Platform for Effective Monitoring of Patients with Psychotic Disorders
title_full_unstemmed An Intelligent Cloud-Based Platform for Effective Monitoring of Patients with Psychotic Disorders
title_short An Intelligent Cloud-Based Platform for Effective Monitoring of Patients with Psychotic Disorders
title_sort intelligent cloud-based platform for effective monitoring of patients with psychotic disorders
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256582/
http://dx.doi.org/10.1007/978-3-030-49186-4_25
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