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Intelligent Systems for Sustainable Person-Centered Healthcare
Details
This open access book establishes a dialog among the medical and intelligent system domains for igniting transition toward a sustainable and cost-effective healthcare. The Person-Centered Care (PCC) positions a person in the center of a healthcare system, instead of defining a patient as a set of diagnoses and treatment episodes. The PCC-based conceptual background triggers enhanced application of Artificial Intelligence, as it dissolves the limits of processing traditional medical data records, clinical tests and surveys. Enhanced knowledge for diagnosing, treatment and rehabilitation is captured and utilized by inclusion of data sources characterizing personal lifestyle, and health literacy, and it involves insights derived from smart ambience and wearables data, community networks, and the caregivers' feedback. The book discusses intelligent systems and their applications for healthcare data analysis, decision making and process design tasks. The measurement systems and efficiency evaluation models analyze ability of intelligent healthcare system to monitor person health and improving quality of life.
Provides an in-depth study of person-centered healthcare conceptual background Presents modeling, simulation, implementation, and advanced monitoring aspects Offers a multidisciplinary approach-based study joining efforts of author teams coming from the international community This is an open access book
Klappentext
This open access book establishes a dialog among the medical and intelligent system domains for igniting transition toward a sustainable and cost-effective healthcare. The Person-Centered Care (PCC) positions a person in the center of a healthcare system, instead of defining a patient as a set of diagnoses and treatment episodes. The PCC-based conceptual background triggers enhanced application of Artificial Intelligence, as it dissolves the limits of processing traditional medical data records, clinical tests and surveys. Enhanced knowledge for diagnosing, treatment and rehabilitation is captured and utilized by inclusion of data sources characterizing personal lifestyle, and health literacy, and it involves insights derived from smart ambience and wearables data, community networks, and the caregivers' feedback. The book discusses intelligent systems and their applications for healthcare data analysis, decision making and process design tasks. The measurement systems and efficiency evaluation models analyze ability of intelligent healthcare system to monitor person health and improving quality of life.
Inhalt
Analysis and conceptualization of healthcare systems in the context of technological innovation and personalization.- Person-centred care, theory, operationalisation and effects.- Person-Centred Care Implementation: Design and Evaluation Considerations.- Person-Centred Care Interventions in Pharmaceutical Care.- Shared decision making.- Advancement of efficiency evaluation for healthcare.- An overview of measurement systems and practices in healthcare systems applied to person-centred care interventions.- Studying the impact of human resources on the efficiency of healthcare systems and person-centred care.- Overview of the artificial intelligence methods and analysis of their application potential.- Discovering healthcare data patterns by artificial intelligence methods.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783030793524
- Genre Technology Encyclopedias
- Editor Dalia Kriksciuniene, Virgilijus Sakalauskas
- Lesemotiv Verstehen
- Anzahl Seiten 264
- Herausgeber Springer
- Größe H241mm x B160mm x T20mm
- Jahr 2022
- EAN 9783030793524
- Format Fester Einband
- ISBN 3030793524
- Veröffentlichung 18.02.2022
- Titel Intelligent Systems for Sustainable Person-Centered Healthcare
- Untertitel Intelligent Systems Reference Library 205
- Gewicht 565g
- Sprache Englisch