Abstract
Telemonitoring of vital signs combined with other multimodal health data can provide a basic foundation for data medicine. The collected data can then be analyzed semi-automatically and made available to the physician for better assessment of the state of health. This procedure was tested in use-cases in a nursing home and with elderly people at home. In addition to several vital signs, patients were able to submit details of their health status. To enable a high number of valid measurements, support measures were established that are adapted to residents in nursing homes, in the home, and caregivers.
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van den Bussche, H.: Die Zukunftsprobleme der hausärztlichen Versorgung in Deutschland: Aktuelle Trends und notwendige Maßnahmen In: Bundesgesundheitsblatt 62, pp. 1129–1137 (2019). https://doi.org/10.1007/s00103-019-02997-9
Ulrich, R.E.: Demographic change in Germany and implications for the health system. J. Publ. Health 13, 10–15 (2005). https://doi.org/10.1007/s10389-004-0084-8
Denton, F.T., Spencer, B.G.: Chronic health conditions: changing prevalence in an aging population and some implications for the delivery of health care services. Can. J. Aging/La Revue canadienne du vieillissement 29(1), 11–21 (2010). https://doi.org/10.1017/S0714980809990390
Tawalbeh, L.A., Mehmood, R., Benkhlifa, E., Song, H.: Mobile cloud computing model and big data analysis for healthcare applications. IEEE Access 4, 6171–6180 (2016). https://doi.org/10.1109/ACCESS.2016.2613278
El-Rashidy, N., El-Sappagh, S., Islam, S.M.R., M. El-Bakry, H., Abdelrazek, S.: Mobile health in remote patient monitoring for chronic diseases: principles, trends, and challenges. Diagnostics 11, 607 (2021). https://doi.org/10.3390/diagnostics11040607
Nangalia, V., Prytherch, DR., Smith, GB.: Health technology assessment review: remote monitoring of vital signs—Current status and future challenges. Crit. Care. 14, 233 (2010). https://doi.org/10.1186/cc9208
Zhao, F., Li, M., Tsien, J.Z.: Technology platforms for remote monitoring of vital signs in the new era of telemedicine. Expert Rev. Med. Dev. 12(4), 411–429 (2015). https://doi.org/10.1586/17434440.2015.1050957
Frederico Arriaga Criscuoli de Farias, F.A.C., Carolina Matté Dagostini, C.M., Yan de Assunção Bicca, Y.A., Vincenzo Fin Falavigna, V.F., Asdrubal Falavigna, A.: Remote patient monitoring: a systematic review. Telemed. e-Health 26(5), 576–583 (2020). https://doi.org/10.1089/tmj.2019.0066
Kalagara, R., Chennareddy, S., Scaggiante, J., Matsoukas, S., Bhimani, A., Smith, C., Putrino, D., Dangayach, N.S., Mocco, J., Schnipper, J.L., Auerbach, A.D., Kellner, C.P.: Blood pressure management through application-based telehealth platforms: a systematic review and meta-analysis. J. Hypertens. 40(7), 1249–1256 (2022). https://doi.org/10.1097/HJH.0000000000003164
Farnia, T., Jaulent, M., Steichen, O.: Evaluation criteria of noninvasive telemonitoring for patients with heart failure: systematic review. J. Med. Int. Res. 20(1) (2018). https://doi.org/10.2196/jmir.7873
Lang, C., Voigt, K., Neumann, R., Bergmann, A., Holthoff-Detto, V.: Adherence and acceptance of a home-based telemonitoring application used by multi-morbid patients aged 65 years and older. J. Telemed. Telecare 28(1), 37–51 (2022). https://doi.org/10.1177/1357633X20901400
Soon, S., Svavarsdottir, H., Downey, C., Jayne, DG.: Wearable devices for remote vital signs monitoring in the outpatient setting: an overview of the field. BMJ Innov. 6, 55–71 (2020). https://doi.org/10.1136/bm**nov-2019-000354
Keil, A., Hahn, K., Farhan, N., Hillerkuss, D., Brück, R., Gaus, O.: Self-measurement of vital signs to prevent and treat common disease patterns. In: E-Health and Bioengineering Conference (EHB), pp. 01–04, Iasi, Romania (2022). https://doi.org/10.1109/EHB55594.2022.9991709
Anteil der Smartphone-Nutzer* in Deutschland in den Jahren 2012 bis 2021 [Graph]. VuMA. https://de.statista.com/statistik/daten/studie/585883/umfrage/anteil-der-smartphone-nutzer-in-deutschland/
Anteil der Smartphone-Nutzer in Deutschland nach Altersgruppe im Jahr 2021 [Graph]. VuMA. https://de.statista.com/statistik/daten/studie/459963/umfrage/anteil-der-smartphone-nutzer-in-deutschland-nach-altersgruppe/
Keil, A., Hahn, K., Brombach, N., Farhan, N., Brück, R., Gaus, O.: Acquisition and processing of biomedical data for outpatient care in rural areas. Curr. Direct. Biomed. Eng. 8(2), 81–84. https://doi.org/10.1515/cdbme-2022-1022
Nagel, L., Lycklama, D.: Design principles for data spaces (1.0). Zenodo Dortmund (2021). https://doi.org/10.5281/zenodo.5244997
Keil, A., Hahn, K., Brück, R., Brombach, N., Farhan, N., Gaus, O.: Cloud-based system for vital data recording at patients’ home. In: Information Technology in Biomedicine. ITIB 2022. Advances in Intelligent Systems and Computing, vol. 1429. Springer, Cham. https://doi.org/10.1007/978-3-031-09135-3_2
National Early Warning Score (NEWS) 2: Standardising the assessment of acute illness severity in the NHS. Updated report of a working party. Royal College of Physicians, London (2017)
Kahn, Z.F., Alotaibi, S.R.: Applications of artificial intelligence and big data analytics in m-health: a healthcare system perspective. J. Healthc. Eng. Hindawi (2020). https://doi.org/10.1155/2020/8894694
Bruynseels, K., Santoni de Sio, F., van den Hoven, J.: Health care in the cyberspace: medical cyber-physical system and digital twin challenges. Front. Genet. 9 (2018). https://doi.org/10.3389/fgene.2018.00031
Fischer, P.: Digital Health: Untersuchung zur Akzeptanz der elektronischen Gesundheitsdatenspeicherung in Form der elektronischen Patientenakte (ePA) in Deutschland. In: ifgs Schriftenreihe der FOM 17, MA Akademie Verlags- und Druck-Gesellschaft mbH, Essen (2019). ISBN: 978-3-89275-116-8
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Keil, A., Brombach, N., Gaus, O., Brück, R., Hahn, K. (2024). Opportunities of Data Medicine: Telemonitoring of Multimodal Medical Data in Outpatient Care. In: Strumiłło, P., Klepaczko, A., Strzelecki, M., Bociąga, D. (eds) The Latest Developments and Challenges in Biomedical Engineering. PCBEE 2023. Lecture Notes in Networks and Systems, vol 746. Springer, Cham. https://doi.org/10.1007/978-3-031-38430-1_29
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