Machine Learning and Analytics in Healthcare Systems
portes grátis
Machine Learning and Analytics in Healthcare Systems
Principles and Applications
Balusamy, Balamurugan; Khan KP, Firoz; Bansal, Himani; Poongodi, T.
Taylor & Francis Ltd
07/2021
262
Dura
Inglês
9780367487935
15 a 20 dias
508
Descrição não disponível.
Chapter 1 Data Analytics in Healthcare Systems - Principles, Challenges, and Applications
Chapter 2 Systematic View and Impact of Machine Learning in Healthcare Systems
Chapter 3 Foundation of Machine Learning-Based Data Classification Techniques for Health Care
Chapter 4 Deep Learning for Computer-Aided Medical Diagnosis
Chapter 5 Machine Learning Classifiers in Health Care
Chapter 6 Machine Learning Approaches for Analysis in Healthcare Informatics
Chapter 7 Prediction of Epidemic Disease Outbreaks, Using Machine Learning
Chapter 8 Machine Learning-Based Case Studies for Healthcare Analytics: Electronic Health Records, Smart Health Monitoring, Disease Prediction, Precision Medicine, and Clinical Support Systems
Chapter 9 Applications of Computational Methods and Modeling in Drug Delivery
Chapter 10 Healthcare Data Analytics Using Business Intelligence Tool
Chapter 11 Machine Learning-Based Data Classification Techniques in Healthcare Using Massive Online Analysis Framework
Chapter 12 Prediction of Coronavirus (COVID-19) Disease Health Monitoring with Clinical Support System and its Objectives
Index
Chapter 2 Systematic View and Impact of Machine Learning in Healthcare Systems
Chapter 3 Foundation of Machine Learning-Based Data Classification Techniques for Health Care
Chapter 4 Deep Learning for Computer-Aided Medical Diagnosis
Chapter 5 Machine Learning Classifiers in Health Care
Chapter 6 Machine Learning Approaches for Analysis in Healthcare Informatics
Chapter 7 Prediction of Epidemic Disease Outbreaks, Using Machine Learning
Chapter 8 Machine Learning-Based Case Studies for Healthcare Analytics: Electronic Health Records, Smart Health Monitoring, Disease Prediction, Precision Medicine, and Clinical Support Systems
Chapter 9 Applications of Computational Methods and Modeling in Drug Delivery
Chapter 10 Healthcare Data Analytics Using Business Intelligence Tool
Chapter 11 Machine Learning-Based Data Classification Techniques in Healthcare Using Massive Online Analysis Framework
Chapter 12 Prediction of Coronavirus (COVID-19) Disease Health Monitoring with Clinical Support System and its Objectives
Index
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Internet of Things;IoT;Predictive Analytics;Cognitive Models;Healthcare Management;Artificial Intelligence;SVM;Ml Algorithm;Ml Technique;Machine Learning Models;Ml;Semi-supervised Learning;CDSS;Ml Classifier;Healthcare Data;EHR;Random Forest;Bayes Algorithm;Epidemic Disease Outbreak;Healthcare Industry;Imbalanced Classification;Healthcare Data Analytics;Pharmacophore Model;CSV File;Multi-class Classification;Weka Tool;Error Estimation Methods;Machine Learning Process;UCI Machine Learn Repository;Precision Medicine;SVM Classifier
Chapter 1 Data Analytics in Healthcare Systems - Principles, Challenges, and Applications
Chapter 2 Systematic View and Impact of Machine Learning in Healthcare Systems
Chapter 3 Foundation of Machine Learning-Based Data Classification Techniques for Health Care
Chapter 4 Deep Learning for Computer-Aided Medical Diagnosis
Chapter 5 Machine Learning Classifiers in Health Care
Chapter 6 Machine Learning Approaches for Analysis in Healthcare Informatics
Chapter 7 Prediction of Epidemic Disease Outbreaks, Using Machine Learning
Chapter 8 Machine Learning-Based Case Studies for Healthcare Analytics: Electronic Health Records, Smart Health Monitoring, Disease Prediction, Precision Medicine, and Clinical Support Systems
Chapter 9 Applications of Computational Methods and Modeling in Drug Delivery
Chapter 10 Healthcare Data Analytics Using Business Intelligence Tool
Chapter 11 Machine Learning-Based Data Classification Techniques in Healthcare Using Massive Online Analysis Framework
Chapter 12 Prediction of Coronavirus (COVID-19) Disease Health Monitoring with Clinical Support System and its Objectives
Index
Chapter 2 Systematic View and Impact of Machine Learning in Healthcare Systems
Chapter 3 Foundation of Machine Learning-Based Data Classification Techniques for Health Care
Chapter 4 Deep Learning for Computer-Aided Medical Diagnosis
Chapter 5 Machine Learning Classifiers in Health Care
Chapter 6 Machine Learning Approaches for Analysis in Healthcare Informatics
Chapter 7 Prediction of Epidemic Disease Outbreaks, Using Machine Learning
Chapter 8 Machine Learning-Based Case Studies for Healthcare Analytics: Electronic Health Records, Smart Health Monitoring, Disease Prediction, Precision Medicine, and Clinical Support Systems
Chapter 9 Applications of Computational Methods and Modeling in Drug Delivery
Chapter 10 Healthcare Data Analytics Using Business Intelligence Tool
Chapter 11 Machine Learning-Based Data Classification Techniques in Healthcare Using Massive Online Analysis Framework
Chapter 12 Prediction of Coronavirus (COVID-19) Disease Health Monitoring with Clinical Support System and its Objectives
Index
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Internet of Things;IoT;Predictive Analytics;Cognitive Models;Healthcare Management;Artificial Intelligence;SVM;Ml Algorithm;Ml Technique;Machine Learning Models;Ml;Semi-supervised Learning;CDSS;Ml Classifier;Healthcare Data;EHR;Random Forest;Bayes Algorithm;Epidemic Disease Outbreak;Healthcare Industry;Imbalanced Classification;Healthcare Data Analytics;Pharmacophore Model;CSV File;Multi-class Classification;Weka Tool;Error Estimation Methods;Machine Learning Process;UCI Machine Learn Repository;Precision Medicine;SVM Classifier
