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Edge-of-Things in Personalized Healthcare Support Systems

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2022
ISBN13: 9780323905855
Rubricering
Elsevier Science e druk, 2022 9780323905855
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Samenvatting

Edge-of-Things in Personalized Healthcare Support Systems discusses and explores state-of-the-art technology developments in storage and sharing of personal healthcare records in a secure manner that is globally distributed to incorporate best healthcare practices. The book presents research into the identification of specialization and expertise among healthcare professionals, the sharing of records over the cloud, access controls and rights of shared documents, document privacy, as well as edge computing techniques which help to identify causes and develop treatments for human disease. The book aims to advance personal healthcare, medical diagnosis, and treatment by applying IoT, cloud, and edge computing technologies in association with effective data analytics.

Specificaties

ISBN13:9780323905855
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

1. Exploring the dichotomy on opportunities and challenges of smart technologies in healthcare systems<br>2. The architecture of smartness in healthcare<br>3. Personalized decision support for cardiology based on deep learning: an overview<br>4. Data-driven models for cuffless blood pressure estimation using ECG and PPG signals<br>5. A recommendation system for the prediction of drug-target associations<br>6. Towards building an efficient deep neural network based on YOLO detector for fetal head localization from ultrasound images<br>7. FunNet: a deep learning network for the detection of age-related macular degeneration<br>8. An improved method for automated detection of microaneurysm in retinal fundus images<br>9. Integration and study of map matching algorithms in healthcare services for cognitive impaired person<br>10. Emotion-recognition-based music therapy system using electroencephalography signals<br>11. Feedback context-aware pervasive systems in healthcare management: a Boolean Network approach<br>12. Mental stress detection using a wearable device and heart rate variability monitoring<br>13. Knowledge discovery and presentation using social media analysis in health domain<br>14. Computationally efficient integrity verification for shared data in cloud storage<br>15. Intelligent analysis of multimedia healthcare data using natural language processing and deep-learning techniques<br>16. Measurement of the effects of parks on air pollution in megacities: do parks support health betterment?<br>17. Internet of Things use case applications for COVID-19<br>

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        Edge-of-Things in Personalized Healthcare Support Systems