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Emerging technologies for healthcare : Internet of Things and deep learning models / edited by Monika Mangla [and more].

Contributor(s): Mangla, Monika | Sharma, Nonita | Garg, Poonam | Wadhwa, Vaishali | K, Thirunavukkarasu | Khan, Shahnawaz.
Material type: materialTypeLabelBookSeries: Machine Learning in Biomedical Science and Healthcare Informatics: Publisher: Hoboken, NJ : Beverly, MA : Wiley ; Scrivener Publishing, 2021Description: 1 online resource (416 p.).ISBN: 9781119792345; 1119792347; 9781119792321; 1119792320; 9781119792338; 1119792339.Subject(s): Artificial intelligence -- Medical applications | Medical informatics | Medical innovations | Artificial intelligence -- Medical applications | Medical informatics | Medical innovationsGenre/Form: Electronic books.Additional physical formats: Print version:: Emerging Technologies for HealthcareDDC classification: 610.285/63 Online resources: Wiley Online Library
Contents:
Front Matter -- Basics of Smart Healthcare. An Overview of IoT in Health Sectors / PS Sheeba -- IoT-Based Solutions for Smart Healthcare / Pankaj Jain, Sonia F Panesar, Bableen Flora Talwar, Mahesh Kumar Sah -- QLattice Environment and Feyn QGraph Models-A New Perspective Toward Deep Learning / Vinayak Bharadi -- Sensitive Healthcare Data: Privacy and Security Issues and Proposed Solutions / Abhishek Vyas, Satheesh Abimannan, Ren-Hung Hwang -- Employment of Machine Learning in Disease Detection. Diabetes Prediction Model Based on Machine Learning / Ayush Kumar Gupta, Sourabh Yadav, Priyanka Bhartiya, Divesh Gupta -- Lung Cancer Detection Using 3D CNN Based on Deep Learning / Siddhant Panda, Vasudha Chhetri, Vikas Kumar Jaiswal, Sourabh Yadav -- Pneumonia Detection Using CNN and ANN Based on Deep Learning Approach / Priyanka Bhartiya, Sourabh Yadav, Ayush Gupta, Divesh Gupta -- Personality Prediction and Handwriting Recognition Using Machine Learning / Vishal Patil, Harsh Mathur -- Risk Mitigation in Children With Autism Spectrum Disorder Using Brain Source Localization / Joy Karan Singh, Deepti Kakkar, Tanu Wadhera -- Predicting Chronic Kidney Disease Using Machine Learning / Monika Gupta, Parul Gupta -- Advanced Applications of Machine Learning in Healthcare. Behavioral Modeling Using Deep Neural Network Framework for ASD Diagnosis and Prognosis / Tanu Wadhera, Deepti Kakkar, Rajneesh Rani -- Random Forest Application of Twitter Data Sentiment Analysis in Online Social Network Prediction / Arnav Munshi, M Arvindhan, K Thirunavukkarasu -- Remedy to COVID-19: Social Distancing Analyzer / Sourabh Yadav -- IoT-Enabled Vehicle Assistance System of Highway Resourcing for Smart Healthcare and Sustainability / Shubham Joshi, Radha Krishna Rambola -- Aids of Machine Learning for Additively Manufactured Bone Scaffold / Nimisha Rahul Shirbhate, Sanjay Bokade.
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Front Matter -- Basics of Smart Healthcare. An Overview of IoT in Health Sectors / PS Sheeba -- IoT-Based Solutions for Smart Healthcare / Pankaj Jain, Sonia F Panesar, Bableen Flora Talwar, Mahesh Kumar Sah -- QLattice Environment and Feyn QGraph Models-A New Perspective Toward Deep Learning / Vinayak Bharadi -- Sensitive Healthcare Data: Privacy and Security Issues and Proposed Solutions / Abhishek Vyas, Satheesh Abimannan, Ren-Hung Hwang -- Employment of Machine Learning in Disease Detection. Diabetes Prediction Model Based on Machine Learning / Ayush Kumar Gupta, Sourabh Yadav, Priyanka Bhartiya, Divesh Gupta -- Lung Cancer Detection Using 3D CNN Based on Deep Learning / Siddhant Panda, Vasudha Chhetri, Vikas Kumar Jaiswal, Sourabh Yadav -- Pneumonia Detection Using CNN and ANN Based on Deep Learning Approach / Priyanka Bhartiya, Sourabh Yadav, Ayush Gupta, Divesh Gupta -- Personality Prediction and Handwriting Recognition Using Machine Learning / Vishal Patil, Harsh Mathur -- Risk Mitigation in Children With Autism Spectrum Disorder Using Brain Source Localization / Joy Karan Singh, Deepti Kakkar, Tanu Wadhera -- Predicting Chronic Kidney Disease Using Machine Learning / Monika Gupta, Parul Gupta -- Advanced Applications of Machine Learning in Healthcare. Behavioral Modeling Using Deep Neural Network Framework for ASD Diagnosis and Prognosis / Tanu Wadhera, Deepti Kakkar, Rajneesh Rani -- Random Forest Application of Twitter Data Sentiment Analysis in Online Social Network Prediction / Arnav Munshi, M Arvindhan, K Thirunavukkarasu -- Remedy to COVID-19: Social Distancing Analyzer / Sourabh Yadav -- IoT-Enabled Vehicle Assistance System of Highway Resourcing for Smart Healthcare and Sustainability / Shubham Joshi, Radha Krishna Rambola -- Aids of Machine Learning for Additively Manufactured Bone Scaffold / Nimisha Rahul Shirbhate, Sanjay Bokade.

Includes bibliographical references and index.

Online resource; title from PDF title page (John Wiley, viewed August 16, 2021).

Wiley Frontlist Obook All English 2021

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