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Artificial Intelligence for the Internet of Health Things
Artificial Intelligence (AI) in the Healthcare Domain
Evolution of AI in the Medical Sector
Use of AI Devices for Clinical Data Generation
Types of AI of Relevance to Healthcare
Natural Language Processing
Rule-Based Expert Systems
Physical Robots
Robotic Process Automation
AI-Based Applications in Healthcare
Administrative Applications
Implications for the Healthcare Workforce
Ethical Implications
Conclusion
References
Introduction
IoT-Based Healthcare Framework
Cloud Computing for Healthcare
IoT-Based Healthcare Services and Applications
IoT Healthcare Services
The Internet of m-Health Things
Adverse Drug Reactions
Community Healthcare
Children’s Health Information
IoT Healthcare Applications
Glucose Level Sensing
Electrocardiogram Monitoring
Blood Pressure Monitoring
Body Temperature Monitoring
Cost Analysis
Continuous Monitoring
Identification
Mobility
Components in IoT-Based Healthcare Services
Wireless Technologies for IoT
Web Technologies for IoT
Conclusion
References
: An Extensive Overview of Wearable Technologies in the Healthcare Sector
Introduction
Background Information
Quantified Self
Wearable Technology
Advantages of Wearable Technology
Challenges
Sustainability
Digital Divide
Failure Rates
Lack of Predictive Comparability
Privacy and Security
Typical Wearable Devices With Applications
Wearable Devices Used for General Health Management
Wearable Biosensors Revolutionizing In-Clinic/Hospital Care
Wearable Biosensors Revolutionizing Specific Fields of Healthcare Outside of the Hospital and Clinic
Regulatory Oversight and Economic Impact
Conclusion
References
: IoHT and Cloud-Based Disease Diagnosis Model Using Particle Swarm Optimization with Artificial Neural Networks
Introduction
The Proposed Model
Data Collection
PSO-ANN Model
ANN Model
Parameter Optimization of ANN Using PSO
Proposed Diagnostic Model
Performance Validation
Conclusion
References
: IoHT-Based Improved Grey Optimization with Support Vector Machine for Gastrointestinal Hemorrhage Detection and Diagnosis Model
Introduction
Proposed Method
Preprocessing
Feature Extraction Process Using NGLCM
NGLCM-IGWO-SVM–Based Classification
Experimental Validation
Data Set Used
Results Analysis
Conclusion
References
An Effective-Based Personalized Medicine Recommendation System Using an Ensemble of Extreme Learning Machine Model
Introduction
The Proposed Medical Recommender System
Database System Module
Data Preparation Module
Recommendation Model Module
Model Evaluation Module
Proposed Recommendation Model
Extreme Learning Machine (ELM)
b-ELM Classifier
Experimental Results and Discussion
Conclusion
References
A Novel MapReduce- Based Hybrid Decision Tree with TFIDF Algorithm for Public Sentiment Mining of Diabetes Mellitus
Introduction
The Proposed Model
Data Collection
Data Preprocessing and Integration
Data Tokenization
Generating and Removing Stop Words
Detecting Stop Words with SentiCircles
Stemming and Lemmatization
Corpus Generation
Tagging
Data Analysis Stage
MPHDT-T-Based Opinion Mining
Decision Tree (DT)
Term Frequency-Inverse Document Frequency (TFIDF)
Performance Validation
Conclusion
References
: IoHT with Artificial Intelligence–Based Breast Cancer Diagnosis Model
Introduction
Related Works
The Proposed Model
Image Acquisition
Preprocessing
HFE Model
Homogeneity
Energy
HOG Features
GA-SVM-Based Classification
Chromosome Design
Fitness Function
Hybridization of the GA-SVM Algorithm
Performance Validation
Conclusion
References
: Artificial Intelligence with a Cloud-Based Medical Image Retrieval System Using a Deep Neural Network
Introduction
The Proposed DC-DNN Model
DLTerQEP-Based Texture Feature Extraction
Crest Line–Based Shape Feature Extraction
Curvature Approximation
Crest Point Classification
Crest Lines
Euclidean Distance–Based Similarity
DNN-Based Classification
Performance Validation
Data Set Used
Results Analysis
Conclusion
References
: IoHT with Cloud-Based Brain Tumor Detection Using Particle Swarm Optimization with Support Vector Machine
Introduction
The Proposed GLCM-PSO-SVM Model
Preprocessing
Feature Extraction
PSO-SVM-Based Classification
SVM Classifier
Parameter Optimization of SVM Using the PSO Algorithm
Experimental Analysis
Data Set Description
Evaluation Metrics
Results Analysis
Conclusion
References
: Artificial Intelligence-Based Hough Transform with an Adaptive Neuro-Fuzzy Inference System for a Diabetic Retinopathy Classification Model
Introduction
Proposed Method
Preprocessing
Watershed-Based Segmentation
Hough Transform–Based Feature Extraction
ANFIS-Based Classification
Performance Analysis
Results Analysis
Data Set Description
Conclusion
References
: An IoHT–Based Intelligent Skin Lesion Detection and Classification Model in Dermoscopic Images
Introduction
The SIFT-SVM
Bilateral Filtering–Based Preprocessing
Image Segmentation
Feature Extraction
Detect Scale-Space Extrema
Localized Feature Points
Assignment of Orientation
Feature Point Descriptor
Image Classification
Performance Validation
Data Set Used
Results Analysis
Conclusion
References
: An IoHT-Based Image Compression Model Using Modified Cuckoo Search Algorithm with Vector Quantization
Introduction
Vector Quantization and LBG Algorithm
Proposed MCS-LBG Algorithm–Based VQ
CS Algorithm
MCS Algorithm
Working Process of MCS-LBG Algorithm
Performance Validation
Conclusion
References
: An Effective Secure Medical Image Transmission Using Improved Particle Swarm Optimization and Wavelet Transform
Introduction
The IPSO-DWT Method
Embedded Procedure
Representation of the Stego Key
Embedded Process
Extraction of the Secret Message
IPSO-Based Pixel Selection Process
Performance Validation
Conclusion
References
: IoHT with Wearable Devices–Based Feature Extraction and a Deep Neural Networks Classification Model for Heart Disease Diagnosis
Introduction
Proposed Model
IoHT-Based Patient Data Collection
IoHT Medical Data Preprocessing
Heart Feature Extraction
DNN for Data Classification
Training of Layers
The Stacked Autoencoder
The Softmax Layer
Performance Validation
Conclusion
References
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