Computational intelligence and healthcare informatics /
edited by Om Prakash Jena, Alok Ranjan Tripathy, Ahmed A. Elngar, Zdzislaw Polkowski.
- 1 online resource.
- Machine learning in biomedical science and healthcare informatics .
- Machine learning in biomedical science and healthcare informatics. .
Includes bibliographical references and index.
Front Matter -- Introduction. Machine Learning and Big Data: An Approach Toward Better Healthcare Services / Nahid Sami, Asfia Aziz -- Medical Data Processing and Analysis. Thoracic Image Analysis Using Deep Learning / Rakhi Wajgi, Jitendra V Tembhurne, Dipak Wajgi -- Feature Selection and Machine Learning Models for High-Dimensional Data: State-of-the-Art / G Manikandan, S Abirami -- A Smart Web Application for Symptom-Based Disease Detection and Prediction Using State-of-the-Art ML and ANN Models / Parvej Reja Saleh, Eeshankur Saikia -- Classification of Heart Sound Signals Using Time-Frequency Image Texture Features / Sujata Vyas, Mukesh D Patil, Gajanan K Birajdar -- Improving Multi-Label Classification in Prototype Selection Scenario / Himanshu Suyal, Avtar Singh -- A Machine Learning-Based Intelligent Computational Framework for the Prediction of Diabetes Disease / Maqsood Hayat, Yar Muhammad, Muhammad Tahir -- Hyperparameter Tuning of Ensemble Classifiers Using Grid Search and Random Search for Prediction of Heart Disease / Fathima M Dhilsath, S Justin Samuel -- Computational Intelligence and Healthcare Informatics Part III-Recent Development and Advanced Methodologies / Sankar Pariserum Perumal, Ganapathy Sannasi, Kumar SVN Santhosh, Kannan Arputharaj -- Wolfram's Cellular Automata Model in Health Informatics / Sutapa Sarkar, Mousumi Saha -- Machine Learning and COVID Prospective. COVID-19: Classification of Countries for Analysis and Prediction of Global Novel Corona Virus Infections Disease Using Data Mining Techniques / Sachin Kamley, Shailesh Jaloree, RS Thakur, Kapil Saxena -- Sentiment Analysis on Social Media for Emotional Prediction During COVID-19 Pandemic Using Efficient Machine Learning Approach / Kalimuthu Sivanantham -- Primary Healthcare Model for Remote Area Using Self-Organizing Map Network / Sayan Das, Jaya Sil -- Face Mask Detection in Real-Time Video Stream Using Deep Learning / Alok Negi, Krishan Kumar -- A Computational Intelligence Approach for Skin Disease Identification Using Machine/Deep Learning Algorithms / Swathi Jamjala Narayanan, Pranav Raj Jaiswal, Ariyan Chowdhury, Amitha Maria Joseph, Saurabh Ambar -- Asymptotic Patients' Healthcare Monitoring and Identification of Health Ailments in Post COVID-19 Scenario / Pushan KR Dutta, Akshay Vinayak, Simran Kumari -- COVID-19 Detection System Using Cellular Automata-Based Segmentation Techniques / Rupashri Barik, M Nazma, B J Naskar, Sarbajyoti Mallik -- Interesting Patterns From COVID-19 Dataset Using Graph-Based Statistical Analysis for Preventive Measures / C B Abhilash, Kavi Mahesh -- Prospective of Computational Intelligence in Healthcare. Conceptualizing Tomorrow's Healthcare Through Digitization / Riddhi Chatterjee, Ratula Ray, Satya Ranjan Dash, Om Prakash Jena -- Domain Adaptation of Parts of Speech Annotators in Hindi Biomedical Corpus: An NLP Approach / Pitambar Behera, Om Prakash Jena -- Application of Natural Language Processing in Healthcare / Khushi Roy, Subhra Debdas, Sayantan Kundu, Shalini Chouhan, Shivangi Mohanty, Biswarup Biswas -- Index
9781119818717 1119818710 9781119818700 1119818702 9781119818694 1119818699
10.1002/9781119818717 doi
9781119818694 Wiley
GBC1G3010 bnb
020341981 Uk
Artificial intelligence--Medical applications.
Medical informatics.
Computational intelligence.
Electronic books.
R859.7.A78
610.28563
Includes bibliographical references and index.
Front Matter -- Introduction. Machine Learning and Big Data: An Approach Toward Better Healthcare Services / Nahid Sami, Asfia Aziz -- Medical Data Processing and Analysis. Thoracic Image Analysis Using Deep Learning / Rakhi Wajgi, Jitendra V Tembhurne, Dipak Wajgi -- Feature Selection and Machine Learning Models for High-Dimensional Data: State-of-the-Art / G Manikandan, S Abirami -- A Smart Web Application for Symptom-Based Disease Detection and Prediction Using State-of-the-Art ML and ANN Models / Parvej Reja Saleh, Eeshankur Saikia -- Classification of Heart Sound Signals Using Time-Frequency Image Texture Features / Sujata Vyas, Mukesh D Patil, Gajanan K Birajdar -- Improving Multi-Label Classification in Prototype Selection Scenario / Himanshu Suyal, Avtar Singh -- A Machine Learning-Based Intelligent Computational Framework for the Prediction of Diabetes Disease / Maqsood Hayat, Yar Muhammad, Muhammad Tahir -- Hyperparameter Tuning of Ensemble Classifiers Using Grid Search and Random Search for Prediction of Heart Disease / Fathima M Dhilsath, S Justin Samuel -- Computational Intelligence and Healthcare Informatics Part III-Recent Development and Advanced Methodologies / Sankar Pariserum Perumal, Ganapathy Sannasi, Kumar SVN Santhosh, Kannan Arputharaj -- Wolfram's Cellular Automata Model in Health Informatics / Sutapa Sarkar, Mousumi Saha -- Machine Learning and COVID Prospective. COVID-19: Classification of Countries for Analysis and Prediction of Global Novel Corona Virus Infections Disease Using Data Mining Techniques / Sachin Kamley, Shailesh Jaloree, RS Thakur, Kapil Saxena -- Sentiment Analysis on Social Media for Emotional Prediction During COVID-19 Pandemic Using Efficient Machine Learning Approach / Kalimuthu Sivanantham -- Primary Healthcare Model for Remote Area Using Self-Organizing Map Network / Sayan Das, Jaya Sil -- Face Mask Detection in Real-Time Video Stream Using Deep Learning / Alok Negi, Krishan Kumar -- A Computational Intelligence Approach for Skin Disease Identification Using Machine/Deep Learning Algorithms / Swathi Jamjala Narayanan, Pranav Raj Jaiswal, Ariyan Chowdhury, Amitha Maria Joseph, Saurabh Ambar -- Asymptotic Patients' Healthcare Monitoring and Identification of Health Ailments in Post COVID-19 Scenario / Pushan KR Dutta, Akshay Vinayak, Simran Kumari -- COVID-19 Detection System Using Cellular Automata-Based Segmentation Techniques / Rupashri Barik, M Nazma, B J Naskar, Sarbajyoti Mallik -- Interesting Patterns From COVID-19 Dataset Using Graph-Based Statistical Analysis for Preventive Measures / C B Abhilash, Kavi Mahesh -- Prospective of Computational Intelligence in Healthcare. Conceptualizing Tomorrow's Healthcare Through Digitization / Riddhi Chatterjee, Ratula Ray, Satya Ranjan Dash, Om Prakash Jena -- Domain Adaptation of Parts of Speech Annotators in Hindi Biomedical Corpus: An NLP Approach / Pitambar Behera, Om Prakash Jena -- Application of Natural Language Processing in Healthcare / Khushi Roy, Subhra Debdas, Sayantan Kundu, Shalini Chouhan, Shivangi Mohanty, Biswarup Biswas -- Index
9781119818717 1119818710 9781119818700 1119818702 9781119818694 1119818699
10.1002/9781119818717 doi
9781119818694 Wiley
GBC1G3010 bnb
020341981 Uk
Artificial intelligence--Medical applications.
Medical informatics.
Computational intelligence.
Electronic books.
R859.7.A78
610.28563