Reprint

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

Edited by
November 2023
264 pages
  • ISBN978-3-0365-9257-2 (Hardback)
  • ISBN978-3-0365-9256-5 (PDF)

This book is a reprint of the Special Issue Selected Papers from the pHealth 2021 Conference, Genoa, Italy, 8-10 November 2021 that was published in

Medicine & Pharmacology
Public Health & Healthcare
Summary

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.

Format
  • Hardback
License
© 2022 by the authors; CC BY-NC-ND license
Keywords
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; communication; 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; privacy; security; modular architecture; GIPAMS; standards; Markov model; periprosthetic joint infection; revision arthroplasty; total hip replacement; decision trees; oncohematology; risk factors; machine learning; 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; natural language processing; information extraction; stress detection; privacy; individual learning; centralized learning; federated learning; smartwatch; machine learning; health transformation; ecosystems; knowledge representation and management; architecture; n/a