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Frontiers of ICT in Healthcare

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Cover of 'Frontiers of ICT in Healthcare'

Table of Contents

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    Book Overview
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    Chapter 1 Continuous Speech Recognition in Hindi for Health Care Using Deep Learning
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    Chapter 2 Improving Mental Health Through Multimodal Emotion Detection from Speech and Text Data Using Long-Short Term Memory
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    Chapter 3 Hybridized Support Vector Machine and Adaboost Technique for Malaria Diagnosis
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    Chapter 4 FNH—A Data Repository for Studying Fake News in Healthcare Domain
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    Chapter 5 Modeling and Simulation of Total Harmonic Distortion (THD) in Multilevel H Bridge Inverters for Healthcare
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    Chapter 6 Classification of Melanoma Skin Cancer Using Inception-ResNet
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    Chapter 7 Melanoma (Skin Cancer) Classifier Using RESNet
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    Chapter 8 Complementarity of Logistic Regression over the Nonparametric Classifications for Improved Decision-Making—A Case of Maternal Health Risk Data
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    Chapter 9 Towards Machine Learning-Based Emotion Recognition from Multimodal Data
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    Chapter 10 A Hybrid Approach for Stress Prediction from Heart Rate Variability
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    Chapter 11 A Method of Genome Sequence Comparison Based on a New Form of Fuzzy Polynucleotide Space
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    Chapter 12 Identification of Humans by Using Machine Learning Models on Gait Features
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    Chapter 13 Efficient Heart Disease Prediction Using Modified Hybrid Classifier
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    Chapter 14 An Unstructured Mammogram Analysis for Feasible Classification and Detection of Breast Cancer Using a Convolutional Approach
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    Chapter 15 Emotion Recognition from EEG Data Using Hybrid Deep Learning Approach
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    Chapter 16 Colon Cancer Prediction with Transfer Learning and K-Means Clustering
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    Chapter 17 Lightweight Authentication Protocol for E-Healthcare Systems Using Fuzzy Commitment Scheme
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    Chapter 18 Performance Analysis of Machine Learning Algorithms for Prediction of Cerebral Attack (Stroke)
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    Chapter 19 Breast Cancer Detection Using Transfer Learning Techniques in Convolutional Neural Networks
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    Chapter 20 A Machine Learning-Based Prediction Model for Fetal Health Assessment
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    Chapter 21 A Smart System for Assessment of Mental Health Using Explainable AI Approach
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    Chapter 22 Binary Classification of Thyroid Using Comprehensive Set of Machine Learning Algorithms
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    Chapter 23 Interpretability Approaches of Explainable AI in Analyzing Features for Lung Cancer Detection
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    Chapter 24 Impregnable Healthcare Ecosystem Using Blockchain and Artificial Intelligence Approaches
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    Chapter 25 RIWT Generative Feedback Residual Network for Secure Clinical Data Communication in Healthcare Unit
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    Chapter 26 Blockchain-Based Smart Integrated Healthcare System
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    Chapter 27 Designing a Secure Robust Medical Image Authentication Based on Watermarking Using the ED-DWT and Encryption
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    Chapter 28 IoT-Based Secure Blockchain Framework for Patient Record Management Using MPRESENT Lightweight Block Cipher
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    Chapter 29 A Secure Electronic Health Record Storage System Based on Hyperledger Fabric, IPFS, and Secret Sharing Scheme
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    Chapter 30 Attribute-Based Personal Health Record Protection Algorithm for Cloud-Based Healthcare Services
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    Chapter 31 Pixel Interpolation Followed by Prediction Error Expansion-Based Reversible Information Hiding Algorithm for Securing Healthcare Data
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    Chapter 32 Similarity Study of Spike Protein of Coronavirus by PCA Using Physical Properties of Amino Acids
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    Chapter 33 Analysis of Spread of COVID-19 Based on Socio-economic Factors: A Comparison of Prediction Models
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    Chapter 34 India’s COVID-2019 Epidemic Data Analysis Using Machine Learning Techniques: A Case Study of SIR Model
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    Chapter 35 Fine-Tuned Predictive Models for Forecasting Severity Level of COVID-19 Patient Using Epidemiological Data
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    Chapter 36 An Ensemble Machine Learning Model to Detect COVID-19 Using Chest X-Ray
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    Chapter 37 Prediction of COVID-19 Cases Using the ARIMA Model and Machine Learning
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    Chapter 38 Travelling Guidance Using ACO and HBMO Techniques in COVID-19 Pandemics: A Novel Approach
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    Chapter 39 Restoration and Enhancement of COVID-19 Variants Using CT Images
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    Chapter 40 MediFi: An IoT-Based Health Monitoring Device
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    Chapter 41 Fog-Based Smart Road Safety Application Using IoT
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    Chapter 42 Efficient Computing Resource Sharing for Mobile Edge-Cloud Computing Networks
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    Chapter 43 Intuitionistic Fuzzy Stream Cipher for Privacy Preservation of Biometric Data in IoMT
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    Chapter 44 Sleep Monitoring with Wearable Sensor Data in an eCoach Recommendation System: A Conceptual Study with Machine Learning Approach
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    Chapter 45 LSEA-IOMT: On the Implementation of Lightweight Symmetric Encryption Algorithm for Internet of Medical Things (IoMT)
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    Chapter 46 Cardiovascular Disease Prediction in Retinal Fundus Images Using ERNN Technique
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    Chapter 47 Medical Image Security Using RIW for Grayscale and Color Images
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    Chapter 48 Feather-Light Vessel Segregation Model
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    Chapter 49 Hyperspectral Image Segmentation Using Balanced Entropic Thresholding
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    Chapter 50 Deep SqueezeNet-Based Diagnosis of the Breast Cancer Using Ultrasound (US) Images
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    Chapter 51 Automated Brain Tumor Segmentation Using GAN Augmentation and Optimized U-Net
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    Chapter 52 Estimation of Different Transformation Parameters Based on Optimised Scale Invariant Feature Transform for Image Registration
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    Chapter 53 Designing an Iterative Adaptive Arithmetic Coding-Based Lossless Bio-signal Compression for Online Patient Monitoring System (IAALBC)
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    Chapter 54 Healthcare Security of Patient’s Medical Images by PEE-Based RIW Without Location Mapping
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    Chapter 55 Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets
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    Chapter 56 Region Separated Vessel Segmentation in Fundus Image Using Multi-scale Layer-Based Convolutional Neural Network
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    Chapter 57 MsMED-Net: An Optimized Multi-scale Mirror Connected Encoder-Decoder Network for Multilingual Natural Scene Text Recognition
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Title
Frontiers of ICT in Healthcare
Published by
Springer Nature Singapore, April 2023
DOI 10.1007/978-981-19-5191-6
ISBNs
978-9-81-195190-9, 978-9-81-195191-6
Editors

Mandal, Jyotsna Kumar, De, Debashis

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