Artificial Intelligence on Medical Data

Table of Contents

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   Book Overview
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   Chapter 1 Comprehensive Study—A Deep Learning and Machine Learning Classification Methods for Cardiogram Images
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   Chapter 2 Face Mask Recognition Using Modular, Wavelet and Modular-Wavelet PCA
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   Chapter 3 CT Image Enhancement Using Variational Mode Decomposition for AI-Enabled COVID Classification
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   Chapter 4 Analysis of Machine Learning and Deep Learning Algorithms for Detection of Brain Disorders Using MRI Data
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   Chapter 5 EMD-Based Binary Classification of Mammograms
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   Chapter 6 Comparative Analysis of Machine Learning Algorithms with Ensemble Techniques and Forecasting COVID-19 Cases in India
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   Chapter 7 Imaging Radiomic-Driven Framework for Automated Cancer Investigation
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   Chapter 8 Neoplastic—Nuclei Cell Labelling Using Mask R-CNN
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    Chapter 9 A Study on Various Medical Imaging Modalities and Image Fusion Methods
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    Chapter 10 IoT Based Real-Time Wearable Tachycardia Monitoring System Using Machine Learning
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    Chapter 11 Performance Evaluation of EfficientNet Model Towards Malaria Parasite Detection in Segmented Blood Cells from Thin-Blood Smear Images
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    Chapter 12 Retinal Vessel Segmentation in Fundus Image Using Low-Cost Multiple U-Net Architecture
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    Chapter 13 Detection of Coronavirus in Electron Microscope Imagery Using Convolutional Neural Networks
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    Chapter 14 A Survey on UWB Textile Antenna for Wireless Body Area Network (WBAN) Applications
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    Chapter 15 Effective Overview of Different ML Models Used for Prediction of COVID-19 Patients
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    Chapter 16 Melanoma Cell Detection by Using K-means Clustering Segmentation and Abnormal Cell Detection Technique
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    Chapter 17 The Special Session Title ‘Intelligent Computing in Healthcare’ Dual Classification Framework for the Detection of Brain Tumor
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    Chapter 18 Walking Assistant for Vision Impaired by Using Deep Learning
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    Chapter 19 Effective and Secure Transmission of Health Information Using Advanced Morphological Component Analysis and Image Hiding
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    Chapter 20 Bio-medical Image Encryption Using the Modified Chaotic Image Encryption Method
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    Chapter 21 Analysation of Big Data in Smart Healthcare
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    Chapter 22 IoT and RFID-Based Smart Card System Integrated with Health Care, Electricity, QR and Banking Sectors
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    Chapter 23 A Database Application of Monitoring COVID-19 in India
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    Chapter 24 Review on Lung Nodule Segmentation-Based Lung Cancer Classification Using Machine Learning Approaches
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    Chapter 25 Hyper Parameters Tuning ResNet-50 for Alzheimer’s Disease Classification on Neuroimaging Data
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    Chapter 26 Stability of Feature Selection Algorithms
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    Chapter 27 Mobile Healthcare Application for Virtual Patient Monitoring System
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    Chapter 28 Channel-Based Similarity Learning Using 2D Channel-Based Convolutional Neural Network
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    Chapter 29 Design and Analysis of Adversarial Samples in Safety–Critical Environment: Disease Prediction System
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    Chapter 30 Brain Tumor Detection Using Fine-Tuned YOLO Model with Transfer Learning
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    Chapter 31 Computational Image Analysis of Painful and Pain-Free Intervertebral Disc
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    Chapter 32 A Deep Learning Technique for Bi-Fold Grading of an Eye Disorder DR-Diabetic Retinopathy
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    Chapter 33 SARM-Net: A Spatial Attention-Based Residual M-Net for Polyp Segmentation
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    Chapter 34 Domain-Specific Cues for the Usability of Marker-Controlled Watershed Algorithm and U-Net for Medical Image Segmentation
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    Chapter 35 Hybrid CNN-SVM Model for Face Mask Detector to Protect from COVID-19
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    Chapter 36 Enhancing ECG Signal in Noisy Environment: A Review
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    Chapter 37 AI and TB: A New Insight in Digital Chest Radiography
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    Chapter 38 Thermophoretic and Chemical Reaction Effects on Unsteady Dissipative MHD Convection Flow-Stream Past an Upright Permeable Plate Accompanying Radiation and Absorption of Heat
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    Chapter 39 Motion Detection of Human on Video: State of the Art