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Computational intelligence and healthcare informatics /
COMPUTATIONAL INTELLIGENCE and HEALTHCARE INFORMATICS The book provides the state-of-the-art innovation, research, design, and implements methodological and algorithmic solutions to data processing problems, designing and analysing evolving trends in health informatics, intelligent disease predictio...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, NJ : Beverly, MA :
Wiley ; Scrivener Publishing,
2021.
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| Colección: | Machine learning in biomedical science and healthcare informatics.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- 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