Machine learning and deep learning in efficacy improvement of healthcare systems. (2021)

• Record Type: Book
• Further Information: Note: Edited by Om Prakash Jena, Bharat Bhushan, Nitin Rakesh, Parma Nand Astya, Yousef Farhaoui.
• Editors: Jena, Om Prakash; (Software specialist), Bhushan, Bharat; Rakesh, Nitin; Astya, Parma Nand; Farhaoui, Yousef
• Contents: 1. Machine Learning in Healthcare: An Introduction Shruti Dambhare and Sanjay Kumar 2. A Machine Learning Approach to Identify Personality Traits from Social Media Arion Mitra, Ankita Biswas, Kanyaka Chakraborty, Ananya Ghosh, Namrata Das, Nikita Ghosh, and Ahona Ghosh 3. Influence of Content Strategies on Community Engagement over the Healthcare-Related Social Media Pages in India Ajitabh Dash 4. The Impact of Social Media in Fighting Emerging Diseases: A Model-Based Study Anal Chatterjee and Suchandra Ganguly 5. Prediction of Diabetes Mellitus Using Machine Learning Salliah Shafi and Gufran Ahmad Ansari 6. Spectrogram Image Textural Descriptors for Lung Sound Classification Bhakti Kaushal, Mukesh D. Patil, Smitha Raveendran, and Gajanan K. Birajdar 7. Medical Image Analysis Using Machine Learning Techniques: A Systematic Review Mustafa A. Al-Asadi and Sakir Tasdemir 8. Impact of Ensemble-Based Models on Cancer Classification, Its Development, and Challenges Barnali Sahu, Sitarashmi Sahu, and Om Prakash Jena 9. Performance Comparison of Different Machine Learning Techniques towards Prevalence of Cardiovascular Diseases (CVDs) Sachin Kamley 10. Deep Neural Networks in Healthcare Systems Biswajit R Bhowmik, Shrinidhi Anil Varna, Adarsh Kumar, and Rahul Kumar 11. Deep Learning and Multimodal Artificial Neural Network Architectures for Disease Diagnosis and Clinical Applications Jeena Thomas and Ebin Deni Raj 12. A Temporal JSON Model to Represent Big Data in IoT-Based e-Health Systems Zouhaier Brahmia, Safa Brahmia, Rafik Bouaziz, and Fabio Grandi 13. Use of UAVs in the Prevention, Control and Management of Pandemics G. Bilotta, V. Barrile, E. Bernardo, and A. Fotia 14. Implicit Ontology Changes Driven by Evolution of e-Health IoT Sensor Data in the τOWL Semantic Framework Zouhaier Brahmia, Abir Zekri, Rafik Bouaziz, and Fabio Grandi 15. Classification of Text Data in Healthcare Systems – A Comparative Study O. Koksal 16. Predicting Air Quality Index with Machine Learning Models G. Abirami, Anindya Das, Navneeth Sreenivasan, and R. Girija
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 610.285631; Medical informatics; Medical instruments and apparatus -- Data processing; Machine learning; Biomedical engineering -- Data processing
• Languages: English
• ISBNs: 9781000486827; 9781000486797; 9781003189053
• Related ISBNs: 9781032036724
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.