Machine Learning and Deep Learning in Medical Data Analytics and Healthcare Applications
portes grátis
Machine Learning and Deep Learning in Medical Data Analytics and Healthcare Applications
Bhushan, Bharat; Kose, Utku; Jena, Om Prakash
Taylor & Francis Ltd
10/2024
280
Mole
9781032127644
Pré-lançamento - envio 15 a 20 dias após a sua edição
Descrição não disponível.
Chapter 1 Common Data Interface for Sustainable Healthcare System
C. B. Abhilash, K. T. Deepak, Rajendra Hegadi, and Kavi Mahesh
Chapter 2 Brain-Computer Interface: Review, Applications and Challenges
Prashant Sengar and Shawli Bardhan
Chapter 3 Three-Dimensional Reconstruction and Digital Printing of Medical Objects in Purview of Clinical Applications
Sushitha Susan Joseph and Aju D
Chapter 4 Medical Text and Image Processing: Applications, Methods, Issues, and Challenges
Behzad Soleimani Neysiani and Hassan Homayoun
Chapter 5 Usage of ML Techniques for ASD Detection: A Comparative Analysis of Various Classifiers
Ashima Sindhu Mohanty, Priyadarsan Parida, and Krishna Chandra Patra
Chapter 6 A Framework for Selection of Machine Learning Algorithms Based on Performance Metrices and Akaike Information Criteria in Healthcare, Telecommunication, and Marketing Sector
A. K. Hamisu and K. Jasleen
Chapter 7 Hybrid Marine Predator Algorithm with Simulated Annealing for Feature Selection
Utkarsh Mahadeo Khaire, R. Dhanalakshmi, and K. Balakrishnan
Chapter 8 Survey of Deep Learning Methods in Image Recognition and Analysis of Intrauterine Residues
Bhawna Swarnkar, Nilay Khare, and Manasi Gyanchandani
Chapter 9 A Comprehensive Survey on Breast Cancer Thermography Classification Using Deep Neural Network
Amira Hassan Abed, Essam M Shaaban, Om Prakash Jena, and Ahmed A. Elngar
Chapter 10 Deep Learning Frameworks for Prediction, Classification and Diagnosis of Alzheimer's Disease
Nitin Singh Rajput, Mithun Singh Rajput, and Purnima Dey Sarkar
Chapter 11 Machine Learning Algorithms and COVID-19: A Step for Predicting Future Pandemics with a Systematic Overview
Madhumita Pal, Ruchi Tiwari, Kuldeep Dhama, Smita Parija, Om Prakash Jena, and Ranjan K. Mohapatra
Chapter 12 TRNetCoV: Transferred Learning-based ResNet Model for COVID-19 Detection Using Chest X-ray Images
G. V. Eswara Rao and B. Rajitha
Chapter 13 The Influence of COVID-19 on Air Pollution and Human Health
L. Bouhachlaf, J. Mabrouki, and S. El Hajjaji
Chapter 14 Smart COVID-19 GeoStrategies using Spatial Network Voronoi Diagrams
A. Mabrouk and A. Boulmakoul
Chapter 15 Healthcare Providers Recommender System Based on Collaborative Filtering Techniques
Abdelaaziz Hessane, Ahmed El Youssefi, Yousef Farhaoui, Badraddine Aghoutane, Noureddine Ait Ali, and Ayasha Malik
C. B. Abhilash, K. T. Deepak, Rajendra Hegadi, and Kavi Mahesh
Chapter 2 Brain-Computer Interface: Review, Applications and Challenges
Prashant Sengar and Shawli Bardhan
Chapter 3 Three-Dimensional Reconstruction and Digital Printing of Medical Objects in Purview of Clinical Applications
Sushitha Susan Joseph and Aju D
Chapter 4 Medical Text and Image Processing: Applications, Methods, Issues, and Challenges
Behzad Soleimani Neysiani and Hassan Homayoun
Chapter 5 Usage of ML Techniques for ASD Detection: A Comparative Analysis of Various Classifiers
Ashima Sindhu Mohanty, Priyadarsan Parida, and Krishna Chandra Patra
Chapter 6 A Framework for Selection of Machine Learning Algorithms Based on Performance Metrices and Akaike Information Criteria in Healthcare, Telecommunication, and Marketing Sector
A. K. Hamisu and K. Jasleen
Chapter 7 Hybrid Marine Predator Algorithm with Simulated Annealing for Feature Selection
Utkarsh Mahadeo Khaire, R. Dhanalakshmi, and K. Balakrishnan
Chapter 8 Survey of Deep Learning Methods in Image Recognition and Analysis of Intrauterine Residues
Bhawna Swarnkar, Nilay Khare, and Manasi Gyanchandani
Chapter 9 A Comprehensive Survey on Breast Cancer Thermography Classification Using Deep Neural Network
Amira Hassan Abed, Essam M Shaaban, Om Prakash Jena, and Ahmed A. Elngar
Chapter 10 Deep Learning Frameworks for Prediction, Classification and Diagnosis of Alzheimer's Disease
Nitin Singh Rajput, Mithun Singh Rajput, and Purnima Dey Sarkar
Chapter 11 Machine Learning Algorithms and COVID-19: A Step for Predicting Future Pandemics with a Systematic Overview
Madhumita Pal, Ruchi Tiwari, Kuldeep Dhama, Smita Parija, Om Prakash Jena, and Ranjan K. Mohapatra
Chapter 12 TRNetCoV: Transferred Learning-based ResNet Model for COVID-19 Detection Using Chest X-ray Images
G. V. Eswara Rao and B. Rajitha
Chapter 13 The Influence of COVID-19 on Air Pollution and Human Health
L. Bouhachlaf, J. Mabrouki, and S. El Hajjaji
Chapter 14 Smart COVID-19 GeoStrategies using Spatial Network Voronoi Diagrams
A. Mabrouk and A. Boulmakoul
Chapter 15 Healthcare Providers Recommender System Based on Collaborative Filtering Techniques
Abdelaaziz Hessane, Ahmed El Youssefi, Yousef Farhaoui, Badraddine Aghoutane, Noureddine Ait Ali, and Ayasha Malik
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Ml Model;Covid-19 AI based Computational Intelligence;Chest X-ray Images;Medical Imaging;Ml Algorithm;Medical Internet of Things (MIoT);Dl Technique;ML/DL based Medical Data Exchanges and Data interoperability;Dl Model;AI-based Electronic Health Records for Healthcare;CNN Model;Deep Bayesian learning;Ml Technique;Pooling Layers;KNN Model;Dl Architecture;Data Sets;SVM;BCI System;MH Algorithm;UCI Ml Repository;BCI;BCI Device;Sparse Auto Encoder;Hybrid BCI;Restricted Boltzmann Machine;SLM;Adult Dataset;Roc Curve;Rt PCR Test;NASA Earth Observatory
Chapter 1 Common Data Interface for Sustainable Healthcare System
C. B. Abhilash, K. T. Deepak, Rajendra Hegadi, and Kavi Mahesh
Chapter 2 Brain-Computer Interface: Review, Applications and Challenges
Prashant Sengar and Shawli Bardhan
Chapter 3 Three-Dimensional Reconstruction and Digital Printing of Medical Objects in Purview of Clinical Applications
Sushitha Susan Joseph and Aju D
Chapter 4 Medical Text and Image Processing: Applications, Methods, Issues, and Challenges
Behzad Soleimani Neysiani and Hassan Homayoun
Chapter 5 Usage of ML Techniques for ASD Detection: A Comparative Analysis of Various Classifiers
Ashima Sindhu Mohanty, Priyadarsan Parida, and Krishna Chandra Patra
Chapter 6 A Framework for Selection of Machine Learning Algorithms Based on Performance Metrices and Akaike Information Criteria in Healthcare, Telecommunication, and Marketing Sector
A. K. Hamisu and K. Jasleen
Chapter 7 Hybrid Marine Predator Algorithm with Simulated Annealing for Feature Selection
Utkarsh Mahadeo Khaire, R. Dhanalakshmi, and K. Balakrishnan
Chapter 8 Survey of Deep Learning Methods in Image Recognition and Analysis of Intrauterine Residues
Bhawna Swarnkar, Nilay Khare, and Manasi Gyanchandani
Chapter 9 A Comprehensive Survey on Breast Cancer Thermography Classification Using Deep Neural Network
Amira Hassan Abed, Essam M Shaaban, Om Prakash Jena, and Ahmed A. Elngar
Chapter 10 Deep Learning Frameworks for Prediction, Classification and Diagnosis of Alzheimer's Disease
Nitin Singh Rajput, Mithun Singh Rajput, and Purnima Dey Sarkar
Chapter 11 Machine Learning Algorithms and COVID-19: A Step for Predicting Future Pandemics with a Systematic Overview
Madhumita Pal, Ruchi Tiwari, Kuldeep Dhama, Smita Parija, Om Prakash Jena, and Ranjan K. Mohapatra
Chapter 12 TRNetCoV: Transferred Learning-based ResNet Model for COVID-19 Detection Using Chest X-ray Images
G. V. Eswara Rao and B. Rajitha
Chapter 13 The Influence of COVID-19 on Air Pollution and Human Health
L. Bouhachlaf, J. Mabrouki, and S. El Hajjaji
Chapter 14 Smart COVID-19 GeoStrategies using Spatial Network Voronoi Diagrams
A. Mabrouk and A. Boulmakoul
Chapter 15 Healthcare Providers Recommender System Based on Collaborative Filtering Techniques
Abdelaaziz Hessane, Ahmed El Youssefi, Yousef Farhaoui, Badraddine Aghoutane, Noureddine Ait Ali, and Ayasha Malik
C. B. Abhilash, K. T. Deepak, Rajendra Hegadi, and Kavi Mahesh
Chapter 2 Brain-Computer Interface: Review, Applications and Challenges
Prashant Sengar and Shawli Bardhan
Chapter 3 Three-Dimensional Reconstruction and Digital Printing of Medical Objects in Purview of Clinical Applications
Sushitha Susan Joseph and Aju D
Chapter 4 Medical Text and Image Processing: Applications, Methods, Issues, and Challenges
Behzad Soleimani Neysiani and Hassan Homayoun
Chapter 5 Usage of ML Techniques for ASD Detection: A Comparative Analysis of Various Classifiers
Ashima Sindhu Mohanty, Priyadarsan Parida, and Krishna Chandra Patra
Chapter 6 A Framework for Selection of Machine Learning Algorithms Based on Performance Metrices and Akaike Information Criteria in Healthcare, Telecommunication, and Marketing Sector
A. K. Hamisu and K. Jasleen
Chapter 7 Hybrid Marine Predator Algorithm with Simulated Annealing for Feature Selection
Utkarsh Mahadeo Khaire, R. Dhanalakshmi, and K. Balakrishnan
Chapter 8 Survey of Deep Learning Methods in Image Recognition and Analysis of Intrauterine Residues
Bhawna Swarnkar, Nilay Khare, and Manasi Gyanchandani
Chapter 9 A Comprehensive Survey on Breast Cancer Thermography Classification Using Deep Neural Network
Amira Hassan Abed, Essam M Shaaban, Om Prakash Jena, and Ahmed A. Elngar
Chapter 10 Deep Learning Frameworks for Prediction, Classification and Diagnosis of Alzheimer's Disease
Nitin Singh Rajput, Mithun Singh Rajput, and Purnima Dey Sarkar
Chapter 11 Machine Learning Algorithms and COVID-19: A Step for Predicting Future Pandemics with a Systematic Overview
Madhumita Pal, Ruchi Tiwari, Kuldeep Dhama, Smita Parija, Om Prakash Jena, and Ranjan K. Mohapatra
Chapter 12 TRNetCoV: Transferred Learning-based ResNet Model for COVID-19 Detection Using Chest X-ray Images
G. V. Eswara Rao and B. Rajitha
Chapter 13 The Influence of COVID-19 on Air Pollution and Human Health
L. Bouhachlaf, J. Mabrouki, and S. El Hajjaji
Chapter 14 Smart COVID-19 GeoStrategies using Spatial Network Voronoi Diagrams
A. Mabrouk and A. Boulmakoul
Chapter 15 Healthcare Providers Recommender System Based on Collaborative Filtering Techniques
Abdelaaziz Hessane, Ahmed El Youssefi, Yousef Farhaoui, Badraddine Aghoutane, Noureddine Ait Ali, and Ayasha Malik
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Ml Model;Covid-19 AI based Computational Intelligence;Chest X-ray Images;Medical Imaging;Ml Algorithm;Medical Internet of Things (MIoT);Dl Technique;ML/DL based Medical Data Exchanges and Data interoperability;Dl Model;AI-based Electronic Health Records for Healthcare;CNN Model;Deep Bayesian learning;Ml Technique;Pooling Layers;KNN Model;Dl Architecture;Data Sets;SVM;BCI System;MH Algorithm;UCI Ml Repository;BCI;BCI Device;Sparse Auto Encoder;Hybrid BCI;Restricted Boltzmann Machine;SLM;Adult Dataset;Roc Curve;Rt PCR Test;NASA Earth Observatory
