Selected Papers from the pHealth 2021 Conference, Genoa, Italy, 8-10 November 2021

Blobel, Bernd ; Giacomini, Mauro

Basel: MDPI - Multidisciplinary Digital Publishing Institute, 2023

Online E-Book - 264

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View record at Directory of Open Access Books (Volltext)

This reprint addresses healthcare transformation towards personalized, participative, preventive, predictive, and precision medicine (5P Medicine) with the support of new technologies such as micro-, nano-, and bio-techniques, as well as artificial intelligence and learning systems. It focuses, therefore, on the representation and management of knowledge from different domains and their actors, using their methodologies and languages but also individual skills and experiences. The outcome is a system-oriented, architecture-centric, ontology-based, policy-driven approach allowing a formal representation and management of health ecosystems, including their integration and interoperability. Such development is accompanied by security, privacy, and ethical challenges to be resolved. The reprint describes the principles, methodologies, and standards for successfully managing the transformation of health and social care, illustrated by many practical examples and implemented use cases. The reprint is based on papers published in the context of the pHealth 2021 Conference in Genoa, Italy. However, the content goes far beyond the focus and size of the original papers.

Titel:	Selected Papers from the pHealth 2021 Conference, Genoa, Italy, 8-10 November 2021
Autor/in / Beteiligte Person:	Blobel, Bernd ; Giacomini, Mauro
Link:	View record at Directory of Open Access Books (Volltext)
Veröffentlichung:	Basel: MDPI - Multidisciplinary Digital Publishing Institute, 2023
Medientyp:	E-Book
Umfang:	264
ISBN:	978-3-0365-9257-2 (print) ; 978-3-0365-9256-5 (print)
DOI:	10.3390/books978-3-0365-9256-5
Schlagwort:	syntactical parsing natural language processing electronic health records Node2Vec automatic text labeling graph algorithms mobile application mHealth digital technology emergency service hospital emergency department clinical laboratory information systems communication text messaging pediatrics postoperative risks aortic aneurysm integrated data predictive modeling feature extraction machine learning privacy trust modelling antecedents Fuzzy attractiveness rating didactic Healthcare IT citizens E-Learning digitalization digitization patient empowerment education healthcare communications surgical biobank post-traumatic arthritis osteomyelitis semantic data integration system theory biomedical ontologies knowledge representation ascending aortic dilatation aneurysm risk factors echocardiography social media physical activity chatbot health participatory health usability conversational agent behavior change genomics security modular architecture GIPAMS standards Markov model periprosthetic joint infection revision arthroplasty total hip replacement decision trees oncohematology epilepsy risk epilepsy modeling COVID-19 pneumonia dynamical Bayesian networks treatment trajectories auto ML eHealth data democratization health data infrastructure privacy-enhancing technologies hospital-acquired infections international coding system laboratory information systems information extraction stress detection individual learning centralized learning federated learning smartwatch health transformation ecosystems knowledge representation and management architecture bic Book Industry Communication:M Medicine:MB Medicine: general issues:MBN Public health & preventive medicine
Sonstiges:	Nachgewiesen in: Directory of Open Access Books Sprachen: English Document Type: eBook File Description: application/octet-stream Language: English Rights: Attribution 4.0 International ; URL: https://creativecommons.org/licenses/by/4.0/ Notes: ONIX_20231130_9783036592572_198

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