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Blockchain and Machine Learning for E-Healthcare Systems (Healthcare Technologies)
Description
Blockchain and machine learning technologies can mitigate healthcare issues such as slow access to medical data, poor system interoperability, lack of patient agency, and data quality and quantity for medical research. Blockchain technology facilitates and secures the storage of information in such a way that doctors can see a patient's entire medical history, but researchers see only statistical data instead of any personal information. Machine learning can make use of this data to notice patterns and give accurate predictions, providing more support for the patients and also in research related fields where there is a need for accurate data to predict credible results.
This book examines the application of blockchain technology and machine learning algorithms in various healthcare settings, covering the basics of the technologies and exploring how they can be used to improve clinical outcomes and improving the patient's experience. These topics are illustrated with reference to issues around the supply chain, drug verification, reimbursement, control access and clinical trials. Case studies are given for applications in the analysis of breast cancer, hepatitis C, and COVID-19.
Other Books in Series
Wireless Medical Sensor Networks for Iot-Based Ehealth (Healthcare Technologies)
Mobile Technologies for Delivering Healthcare in Remote, Rural or Developing Regions (Healthcare Technologies)
Handbook of Cybersecurity for E-Health (Healthcare Technologies)
Control of Prosthetic Hands: Challenges and Emerging Avenues (Healthcare Technologies)
Enhanced Living Environments: From Models to Technologies (Healthcare Technologies)
Nanobiosensors for Personalized and Onsite Biomedical Diagnosis (Healthcare Technologies)
Advances in Telemedicine for Health Monitoring: Technologies, Design and Applications (Healthcare Technologies)
Neurotechnology: Methods, Advances and Applications (Healthcare Technologies)
Patient-Centered Digital Healthcare Technology: Novel Applications for Next Generation Healthcare Systems (Healthcare Technologies)
Smart Health Technologies for the Covid-19 Pandemic: Internet of Medical Things Perspectives (Healthcare Technologies)
Healthcare Monitoring and Data Analysis Using Iot: Technologies and Applications (Healthcare Technologies)
Technologies and Techniques in Gait Analysis: Past, Present and Future (Healthcare Technologies)
The Internet of Medical Things: Enabling Technologies and Emerging Applications (Healthcare Technologies)
Evolving Predictive Analytics in Healthcare: New AI Techniques for Real-Time Interventions (Healthcare Technologies)
Medical Information Processing and Security: Techniques and Applications (Healthcare Technologies)
Blockchain for 5g Healthcare Applications: Security and Privacy Solutions (Healthcare Technologies)
Portable Biosensors and Point-Of-Care Systems (Healthcare Technologies)
Blockchain Technology in E-Healthcare Management (Healthcare Technologies)
