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Smart Health: Open Problems and Future Challenges

Holzinger, Andreas ;Röcker, Carsten ;Ziefle, Martina;; Hutchison, David (Editor) ; Kanade, Takeo (Editor) ; Kittler, Josef (Editor) ; Kleinberg, Jon M (Editor) ; Mattern, Friedemann (Editor) ; Mitchell, John C (Editor) ; Naor, Moni (Editor) ; Pandu Rangan, C (Editor) ; Steffen, Bernhard (Editor) ; Terzopoulos, Demetri (Editor) ; Tygar, Doug (Editor) ; Weikum, Gerhard (Editor) ; Holzinger, Andreas (Editor) ; Röcker, Carsten (Editor) ; Ziefle, Martina (Editor)

Lecture Notes in Computer Science

ISBN: 9783319162256 ; ISBN: 331916225X ; E-ISBN: 9783319162263 ; E-ISBN: 3319162268 ; DOI: 10.1007/978-3-319-16226-3

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  • Nhan đề:
    Smart Health: Open Problems and Future Challenges
  • Tác giả: Holzinger, Andreas ; Röcker, Carsten ; Ziefle, Martina
  • Hutchison, David (Editor) ; Kanade, Takeo (Editor) ; Kittler, Josef (Editor) ; Kleinberg, Jon M (Editor) ; Mattern, Friedemann (Editor) ; Mitchell, John C (Editor) ; Naor, Moni (Editor) ; Pandu Rangan, C (Editor) ; Steffen, Bernhard (Editor) ; Terzopoulos, Demetri (Editor) ; Tygar, Doug (Editor) ; Weikum, Gerhard (Editor) ; Holzinger, Andreas (Editor) ; Röcker, Carsten (Editor) ; Ziefle, Martina (Editor)
  • Chủ đề: Computer Science ; Health Informatics ; Information Systems Applications (Incl. Internet) ; Database Management ; Data Mining and Knowledge Discovery ; Information Storage and Retrieval ; User Interfaces and Human Computer Interaction ; Medicine ; Computer Science
  • Là 1 phần của: Lecture Notes in Computer Science
  • Mô tả: Intro -- Foreword -- About the Editors -- Preface -- Organization -- Contents -- From Smart Health to Smart Hospitals -- 1 Introduction and Motivation -- 2 Glossary -- 3 From Ubiquitous Computing to Smart Health Environments -- 3.1 Emergency Support -- 3.2 Monitoring of Patients with Chronic Diseases -- 3.3 Integrated Care Environments -- 3.4 Machine Learning: Human-in-the-Loop -- 4 From Smart Health to the Smart Hospital -- 4.1 Future Medicine as a Data Science -- 4.2 Mobile Medical Doctors Assistants -- 4.3 Smart Hospital -- 5 Future Challenges -- 5.1 Challenge 1: Context Aware Computing -- 5.2 Challenge 2: Cognitive Computing -- 5.3 Challenge 3: Stochastic Computation -- 5.4 Challenge 4: Smart Multi-agent Collectives with Experts-in-the-Loop -- 5.5 Challenge 5: Beyond Data Mining -- Medicine and Health Care as a Data Problem: Will Computers Become Better Medical Doctors? -- 1 Introduction: The Case of Watson Winning Jeopardy! -- 2 Glossary -- 3 What Is This Watson? -- 4 Computers and Medicine -- 5 The Digital Challenge -- 6 Data Formats and Relationships -- 7 On Data and Context -- 8 Reasoning Process -- 9 Future Challenges -- 10 Summary -- 11 Epilogue -- Spatial Health Systems -- 1 Introduction -- 2 Glossary -- 3 State-of-the-Art -- 3.1 Diseases Affecting Motion Behaviours -- 3.2 Motion Behaviours of Patients Suffering from Alzheimer's Disease -- 3.3 Moving Around with Wearable Technologies -- 3.4 Moving Around with Ambient Technologies -- 3.5 Interpreting Motion Behaviours -- 3.6 Ethical Aspects When Monitoring Humans Moving Around -- 4 Open Problems -- 5 Future Outlook -- References -- Towards Pervasive Mobility Assessments in Clinical and Domestic Environments -- 1 Introduction -- 1.1 Medical Background -- 1.2 Scope of This Paper -- 2 Glossary -- 3 State-of-the-Art -- 3.1 Overview -- 3.2 Kinetic Approaches -- 3.3 Kinematic Spproaches -- 3.4 From Assessment Test to Assessment Components -- 3.5 Assessment Components and Measurement Approaches -- 3.6 Own Approach and Work Conducted -- 4 Open Problems -- 4.1 Acceptance of Technical Innovations -- 4.2 Clinical Assessment Tests in Domestic Environments -- 4.3 Standardization of Results -- 4.4 Integration and Co-Existence of Clinical and Domestic Assessments -- 5 Future Outlook -- References -- Personalized Physical Activity Monitoring Using Wearable Sensors -- 1 Introduction -- 2 Glossary -- 3 A State-of-the-Art System Example -- 3.1 System Overview -- 3.2 Aerobic Activity Monitoring -- 3.3 Strength Exercise Monitoring -- 4 Open Problems and Future Outlook -- References -- Energy Harvesting on Human Bodies -- 1 Introduction -- 2 Glossary -- 3 State of the Art -- 3.1 Chemical Energy -- 3.2 Energy from Liquid Fuels -- 3.3 Mechanical Energy -- 3.4 Power from General Movement -- 3.5 Thermal Energy -- 3.6 Incoming Radiation -- 3.7 Conversion -- 3.8 Energy Storage -- 4 Outstanding Issues -- 4.1 Energy Limitation -- 4.2 Intermittent Energy Supply -- 4.3 Limitted Experience of Reliability -- 4.4 Annoyin.
  • Nơi xuất bản: Cham: Springer International Publishing
  • Năm xuất bản: 2015
  • Ngôn ngữ: English
  • Số nhận dạng: ISBN: 9783319162256 ; ISBN: 331916225X ; E-ISBN: 9783319162263 ; E-ISBN: 3319162268 ; DOI: 10.1007/978-3-319-16226-3

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