Digital health and medical analytics : second international conference, DHA 2020, Beijing, China, July 25, 2020 : revised selected papers / / edited by Yichuan Wang [and four others]

• Pubblicazione: Gateway East, Singapore : , : Springer, , [2021]; ©2021
• Descrizione fisica: 1 online resource (144 pages)
• Disciplina: 610.285
• Soggetto topico: Application software; Artificial intelligence - Medical applications; Medical informatics
• Persona (resp. second.): WangYichuan
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Intro -- Preface -- Organization -- Contents -- A CNN-Based Method for Depression Detecting Form Audio -- 1 Introduction -- 2 Preliminaries -- 2.1 Mel Frequency Cepstrum Coefficient -- 2.2 Network Description -- 3 Depression Detection Model Based on CNN -- 3.1 Method -- 3.2 Extraction of MFCC Features -- 3.3 Acquisition and Classification of High-Level Features -- 4 Experiments and Discussions -- 4.1 Implementation Details -- 4.2 Depression Recognition Results -- 5 Conclusion -- References -- Design of Chinese Medicine Health Management System -- 1 Introduction -- 2 Methods -- 2.1 Method of TCM BC Identification -- 2.2 Method of TCM Disease Prevention -- 2.3 Method of TCM Disease Treatment -- 2.4 Design Method of TCM Health Management System -- 3 Results -- 4 Discussion -- 5 Conclusions -- References -- Early Warning and Response of Emerging Infectious Diseases with Hospitals as the Main Body -- 1 Introduction -- 2 Relevant Provisions on Early Warning -- 2.1 Provisions of the Law on Prevention and Control of Infectious Diseases -- 2.2 Provisions of Emergency Response Law -- 2.3 Provisions of Regulations on Public Health Emergencies -- 3 Early Warning Chain of Emerging Infectious Diseases -- 3.1 Before Emerging Infectious Disease Case -- 3.2 After Emerging Infectious Disease Case -- 3.3 Emerging Infectious Disease Epidemic -- 3.4 Emerging Infectious Disease Pandemic -- 4 Grading Early Warning and Response of Major Infectious Diseases with Hospitals as the Main Body -- 5 Conclusions -- References -- Exploring Patients' AI Adoption Intention in the Context of Healthcare -- 1 Introduction -- 2 Theoretical Background -- 2.1 Artificial Intelligence in Healthcare -- 2.2 Factors Influencing AI Adoption -- 3 Model and Hypothesis Development -- 3.1 The Impact of Relative Advantage and Perceived Ease of Use. ; 3.2 The Impact of Perceived Risk and Fear of Technological Advance -- 3.3 The Mediation Role of Trust -- 4 Methodology -- 4.1 Sampling -- 4.2 Instrument Development -- 5 Data Analysis and Results -- 5.1 Descriptive Statistical Analysis -- 5.2 Measurement Validity and Reliability -- 5.3 Structural Equation Modeling Analysis -- 5.4 Common Method Bias -- 6 Discussion and Conclusions -- 6.1 Theoretical and Practical Implications -- 6.2 Limitations and Suggestions for Future Research -- References -- Hierarchical Staffing Problem Under High-Time Varying Demand -- 1 Introduction -- 2 Problem Definition -- 2.1 Overall Description of the Problem -- 2.2 Assumptions -- 3 Application of Two-Stage Method -- 3.1 Global Structure of the Method -- 3.2 Parameter Definition -- 3.3 Two-Stage Method -- 4 Results -- 4.1 Parameter Setting -- 4.2 Experiment Results -- 4.3 Discussions and Summaries -- 5 Conclusions -- References -- Research on the Demands of the Elderly in the Community Home-Based Care Model -- 1 Introduction -- 2 Literature Review -- 2.1 Current Services of Community Home-Based Care Model -- 2.2 Influence Factors of Elderly's Demands -- 3 Materials and Methods -- 3.1 Data and Sample -- 3.2 Variables -- 3.3 Empirical Approach -- 4 Results -- 5 Discussion -- 6 Conclusions -- References -- The Utilization of Online Medical Resources and the Influencing Factors -- 1 Introduction -- 2 Analysis of the Utilization of Online Medical Resources -- 2.1 Data Description -- 2.2 The Distribution of Online Medical Service Resources -- 2.3 The Flow of Online Medical Resources -- 3 Analysis of the Impact Factors of the Use of Online Medical Resources -- 3.1 Factors Influencing Incoming and Outgoing Consultations -- 3.2 Factors Influencing Patient Consultation in Each Province -- 4 Conclusions -- References. ; The Adoption of Artificial Intelligence in the E-Commerce Trade of Healthcare Industry -- 1 Introduction -- 2 Literature Review -- 2.1 Definition of AI and B2B Supply Chain -- 2.2 The Technology-Push and Need-Pull (TP-NP) Concepts -- 2.3 Technology- Organizational- Environmental (TOE) Framework -- 3 Proposition -- 3.1 TP-NP Concept Proposal -- 3.2 TOE Framework -Hypotheses -- 4 Conclusions and Future Work -- Appendix A. Scale Items -- References -- The Effectiveness of the Physician-Patient Relationship Crisis Communication Strategy -- 1 Introduction -- 2 Literature Review -- 3 Theoretical Foundation and Hypotheses Development -- 4 Empirical Analysis -- 4.1 Data Description -- 4.2 Sentiment Analysis -- 4.3 Sentiment Tendency -- 5 Conclusion -- References -- The Influence of User Perceived Value of Sports APP on Platform Commodity Purchase -- 1 Introduction -- 1.1 Research Background -- 1.2 Review of Related Literature -- 1.3 Research Significance -- 2 Theoretical Background -- 2.1 Sports APP -- 2.2 Perceived Value -- 3 Research Model -- 3.1 Ideas -- 3.2 Methods -- 3.3 Hypothesis -- 4 Methodology -- 4.1 Research Design -- 4.2 Variables -- 4.3 The Distribution and Recovery of Questionnaires -- 5 Data Analysis -- 5.1 Data Preprocessing -- 5.2 Descriptive Statistics -- 5.3 Sample Data and Validity Analysis -- 5.4 Correlation Analysis -- 5.5 Regression Analysis -- 6 Conclusions -- 7 Research Limitations -- Questionnaire: -- References -- Developing a Smart Personal Health Monitoring Architecture and Its Capacity -- 1 Introduction -- 2 Literature Review -- 2.1 An Overview of Event-Driven Architecture -- 3 Event-Driven Architecture Capacity -- 3.1 Flexibility -- 3.2 Sensing -- 3.3 Interoperability -- 3.4 Responding Capability -- 4 Discussion and Conclusion -- References. ; From Isolation to Coordination: How Can Telemedicine Help Combat the COVID-19 Outbreak? -- 1 Introduction -- 2 Emergency Telemedicine Consultation System for Combating COVID-19 -- 3 Performance Evaluation of Emergency Telemedicine Consultation System -- 4 Conclusion -- References -- Author Index.
• Sommario/riassunto: This book constitutes selected and revised papers from the Second International Conference on Digital Health and Medical Analytics, DHA 2020, held in Beijing, China, in July 25, 2020. The 5 full papers and 7 short papers presented in this volume were thoroughly reviewed and selected from 75 submissions. The papers present discussion on such topics as social networks, analytics and engagement with health devices, big data, public health surveillance, persuasive technologies, epidemic intelligence, participatory surveillance, emergency medicine, serious games for public health interventions and automated early identification of health threats and responses. .
• Titolo autorizzato: Digital health and medical analytics
• ISBN: 981-16-3631-1
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 996464399203316
• Lo trovi qui: Univ. di Salerno
• Serie: Communications in Computer and Information Science