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Machine Learning and Deep Learning in Medical Data Analytics and Healthcare Applications
Buch von Om Prakash Jena (u. a.)
Sprache: Englisch

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Beschreibung

The book incorporates the many facets of computational intelligence, such as machine learning and deep learning, to provide groundbreaking developments in healthcare applications. It discusses theory, analytical methods, numerical simulation, scientific techniques, analytical outcomes, and computational structuring.

The book incorporates the many facets of computational intelligence, such as machine learning and deep learning, to provide groundbreaking developments in healthcare applications. It discusses theory, analytical methods, numerical simulation, scientific techniques, analytical outcomes, and computational structuring.

Über den Autor

Om Prakash Jena is an Assistant Professor in the Department of Computer Science, Ravenshaw University, Cuttack, Odisha, India.

Dr. Bharat Bhushan is an Assistant Professor of Department of Computer Science and Engineering (CSE) at School of Engineering and Technology, Sharda University, Greater Noida, India.

Dr. Utku Kose is an Associate Professor in Suleyman Demirel University, Turkey.

Inhaltsverzeichnis

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 Voronoï 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

Details
Erscheinungsjahr: 2022
Fachbereich: EDV
Genre: Importe, Informatik
Rubrik: Naturwissenschaften & Technik
Thema: Lexika
Medium: Buch
ISBN-13: 9781032126876
ISBN-10: 1032126876
Sprache: Englisch
Einband: Gebunden
Redaktion: Jena, Om Prakash
Bhushan, Bharat
Kose, Utku
Hersteller: Taylor & Francis Ltd (Sales)
Verantwortliche Person für die EU: Produktsicherheitsverantwortliche/r, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 234 x 156 x 18 mm
Von/Mit: Om Prakash Jena (u. a.)
Erscheinungsdatum: 25.02.2022
Gewicht: 0,585 kg
Artikel-ID: 120544602
Über den Autor

Om Prakash Jena is an Assistant Professor in the Department of Computer Science, Ravenshaw University, Cuttack, Odisha, India.

Dr. Bharat Bhushan is an Assistant Professor of Department of Computer Science and Engineering (CSE) at School of Engineering and Technology, Sharda University, Greater Noida, India.

Dr. Utku Kose is an Associate Professor in Suleyman Demirel University, Turkey.

Inhaltsverzeichnis

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 Voronoï 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

Details
Erscheinungsjahr: 2022
Fachbereich: EDV
Genre: Importe, Informatik
Rubrik: Naturwissenschaften & Technik
Thema: Lexika
Medium: Buch
ISBN-13: 9781032126876
ISBN-10: 1032126876
Sprache: Englisch
Einband: Gebunden
Redaktion: Jena, Om Prakash
Bhushan, Bharat
Kose, Utku
Hersteller: Taylor & Francis Ltd (Sales)
Verantwortliche Person für die EU: Produktsicherheitsverantwortliche/r, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 234 x 156 x 18 mm
Von/Mit: Om Prakash Jena (u. a.)
Erscheinungsdatum: 25.02.2022
Gewicht: 0,585 kg
Artikel-ID: 120544602
Sicherheitshinweis