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

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, ther...

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Other Authors: Blobel, Bernd (Editor), Giacomini, Mauro (Editor)
Format: Electronic Book Chapter
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
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DOAB: description of the publication
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520 |a 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. 
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653 |a Node2Vec 
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653 |a graph algorithms 
653 |a mobile application 
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653 |a emergency service 
653 |a hospital 
653 |a emergency department 
653 |a clinical laboratory information systems 
653 |a communication 
653 |a text messaging 
653 |a pediatrics 
653 |a postoperative risks 
653 |a aortic aneurysm 
653 |a integrated data 
653 |a predictive modeling 
653 |a feature extraction 
653 |a machine learning 
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653 |a trust 
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653 |a antecedents 
653 |a Fuzzy attractiveness rating 
653 |a didactic 
653 |a Healthcare IT 
653 |a citizens 
653 |a E-Learning 
653 |a digitalization 
653 |a digitization 
653 |a patient empowerment 
653 |a education 
653 |a healthcare communications 
653 |a surgical biobank 
653 |a post-traumatic arthritis 
653 |a osteomyelitis 
653 |a semantic data integration 
653 |a system theory 
653 |a biomedical ontologies 
653 |a knowledge representation 
653 |a ascending aortic dilatation 
653 |a aneurysm 
653 |a risk factors 
653 |a echocardiography 
653 |a social media 
653 |a physical activity 
653 |a chatbot 
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653 |a usability 
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653 |a behavior change 
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653 |a GIPAMS 
653 |a standards 
653 |a Markov model 
653 |a periprosthetic joint infection 
653 |a revision arthroplasty 
653 |a total hip replacement 
653 |a decision trees 
653 |a oncohematology 
653 |a epilepsy risk 
653 |a epilepsy modeling 
653 |a COVID-19 
653 |a pneumonia 
653 |a dynamical Bayesian networks 
653 |a treatment trajectories 
653 |a auto ML 
653 |a eHealth 
653 |a data democratization 
653 |a health data infrastructure 
653 |a privacy-enhancing technologies 
653 |a hospital-acquired infections 
653 |a international coding system 
653 |a laboratory information systems 
653 |a information extraction 
653 |a stress detection 
653 |a individual learning 
653 |a centralized learning 
653 |a federated learning 
653 |a smartwatch 
653 |a health transformation 
653 |a ecosystems 
653 |a knowledge representation and management 
653 |a architecture 
653 |a n/a 
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