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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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Bibliographic Details
Main Author: Blobel, Bernd
Other Authors: Giacomini, Mauro
Format: eBook
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:
Machine Learning
Biomedical Ontologies
Periprosthetic Joint Infection
Modular Architecture
Privacy
Privacy-enhancing Technologies
Treatment Trajectories
E-learning
Integrated Data
Health
Modelling
Post-traumatic Arthritis
Behavior Change
Text Messaging
Communication
Auto Ml
Oncohematology
Revision Arthroplasty
Knowledge Representation
Aneurysm
Physical Activity
Security
Healthcare It
Citizens
Decision Trees
Digitization
Information Extraction
Mhealth
Predictive Modeling
Individual Learning
Aortic Aneurysm
Health Transformation
Didactic
Natural Language Processing
Automatic Text Labeling
Healthcare Communications
Chatbot
Public Health And Preventive Medicine / Bicssc
Knowledge Representation And Management
Risk Factors
Participatory Health
Dynamical Bayesian Networks
Genomics
Emergency Department
Markov Model
Ehealth
N/a
Electronic Health Records
Graph Algorithms
Centralized Learning
International Coding System
Health Data Infrastructure
Digital Technology
Osteomyelitis
Gipams
Clinical Laboratory Information Systems
Standards
Pediatrics
Social Media
System Theory
Usability
Feature Extraction
Semantic Data Integration
Epilepsy Risk
Laboratory Information Systems
Covid-19
Node2vec
Postoperative Risks
Ascending Aortic Dilatation
Conversational Agent
Pneumonia
Hospital-acquired Infections
Emergency Service
Patient Empowerment
Data Democratization
Antecedents
Ecosystems
Mobile Application
Education
Echocardiography
Stress Detection
Epilepsy Modeling
Architecture
Digitalization
Fuzzy Attractiveness Rating
Surgical Biobank
Trust
Total Hip Replacement
Smartwatch
Hospital
Syntactical Parsing
Federated Learning
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
Description
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.
Item Description:Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:1 electronic resource (264 p.)
ISBN:9783036592565
9783036592572
books978-3-0365-9256-5

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