Machine Learning in Bio Signal Analysis and Diagnostic Imaging

  • Author : Nilanjan Dey
  • Publsiher : Academic Press
  • Release : 30 November 2018
  • ISBN : 9780128160879
  • Page : 345 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Machine Learning in Bio Signal Analysis and Diagnostic Imaging written by Nilanjan Dey and published by Academic Press. This book was released on 30 November 2018 with total page 345 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : Machine Learning in Bio-Signal Analysis and Diagnostic Imaging presents original research on the advanced analysis and classification techniques of biomedical signals and images that cover both supervised and unsupervised machine learning models, standards, algorithms, and their applications, along with the difficulties and challenges faced by healthcare professionals in analyzing biomedical signals and diagnostic images. These intelligent recommender systems are designed based on machine learning, soft computing, computer vision, artificial intelligence and data mining techniques. Classification and clustering techniques, such as PCA, SVM, techniques, Naive Bayes, Neural Network, Decision trees, and Association Rule Mining are among the approaches presented. The design of high accuracy decision support systems assists and eases the job of healthcare practitioners and suits a variety of applications. Integrating Machine Learning (ML) technology with human visual psychometrics helps to meet the demands of radiologists in improving the efficiency and quality of diagnosis in dealing with unique and complex diseases in real time by reducing human errors and allowing fast and rigorous analysis. The book's target audience includes professors and students in biomedical engineering and medical schools, researchers and engineers. Examines a variety of machine learning techniques applied to bio-signal analysis and diagnostic imaging Discusses various methods of using intelligent systems based on machine learning, soft computing, computer vision, artificial intelligence and data mining Covers the most recent research on machine learning in imaging analysis and includes applications to a number of domains

Machine Learning in Bio Signal Analysis and Diagnostic Imaging

Machine Learning in Bio Signal Analysis and Diagnostic Imaging
Author: Nilanjan Dey,Surekha Borra,Amira S. Ashour,Fuqian Shi
Publisher: Academic Press
Relase: 2018-11-30
ISBN: 9780128160879
GET BOOK

Biomedical Signal Processing and Artificial Intelligence in Healthcare

Biomedical Signal Processing and Artificial Intelligence in Healthcare
Author: Walid A. Zgallai
Publisher: Academic Press
Relase: 2020-08-19
ISBN: 9780128189467
GET BOOK

Signal Processing in Medicine and Biology

Signal Processing in Medicine and Biology
Author: Iyad Obeid,Ivan Selesnick,Joseph Picone
Publisher: Springer Nature
Relase: 2020-03-16
ISBN: 9783030368449
GET BOOK

Sensors for Health Monitoring

Sensors for Health Monitoring
Author: Nilanjan Dey,Jyotismita Chaki,Rajesh Kumar
Publisher: Academic Press
Relase: 2019-09-09
ISBN: 9780128193624
GET BOOK

Machine Learning and Medical Imaging

Machine Learning and Medical Imaging
Author: Guorong Wu,Dinggang Shen,Mert Sabuncu
Publisher: Academic Press
Relase: 2016-08-11
ISBN: 9780128041147
GET BOOK

Intelligent Decision Support Systems

Intelligent Decision Support Systems
Author: Surekha Borra,Nilanjan Dey,Siddhartha Bhattacharyya,Mohamed Salim Bouhlel
Publisher: Walter de Gruyter GmbH & Co KG
Relase: 2019-10-21
ISBN: 9783110621105
GET BOOK

Signal Processing and Machine Learning for Biomedical Big Data

Signal Processing and Machine Learning for Biomedical Big Data
Author: Ervin Sejdic,Tiago H. Falk
Publisher: CRC Press
Relase: 2018-07-04
ISBN: 9781351061216
GET BOOK

Deep Learning for Data Analytics

Deep Learning for Data Analytics
Author: Himansu Das,Chittaranjan Pradhan,Nilanjan Dey
Publisher: Academic Press
Relase: 2020-05-29
ISBN: 9780128226087
GET BOOK

Radical Solutions and Learning Analytics

Radical Solutions and Learning Analytics
Author: Daniel Burgos
Publisher: Springer Nature
Relase: 2020-05-08
ISBN: 9789811545269
GET BOOK

Intelligent Data Analytics for Decision Support Systems in Hazard Mitigation

Intelligent Data Analytics for Decision Support Systems in Hazard Mitigation
Author: Ravinesh C. Deo,Pijush Samui,Ozgur Kisi,Zaher Mundher Yaseen
Publisher: Springer Nature
Relase: 2020-09-09
ISBN: 9789811557729
GET BOOK

Handbook of Research on Advanced Techniques in Diagnostic Imaging and Biomedical Applications

Handbook of Research on Advanced Techniques in Diagnostic Imaging and Biomedical Applications
Author: Exarchos, Themis P.,Papadopoulos, Athanasios,Fotiadis, Dimitrios I.
Publisher: IGI Global
Relase: 2009-04-30
ISBN: 9781605663159
GET BOOK

AI and IoT Based Intelligent Automation in Robotics

AI and IoT Based Intelligent Automation in Robotics
Author: Ashutosh Kumar Dubey,Abhishek Kumar,S. Rakesh Kumar,N. Gayathri,Prasenjit Das
Publisher: John Wiley & Sons
Relase: 2021-04-30
ISBN: 9781119711223
GET BOOK

Healthcare Paradigms in the Internet of Things Ecosystem

Healthcare Paradigms in the Internet of Things Ecosystem
Author: Valentina Emilia Balas,Souvik Pal
Publisher: Academic Press
Relase: 2020-11-07
ISBN: 9780128199206
GET BOOK

Data Protection and Privacy in Healthcare

Data Protection and Privacy in Healthcare
Author: Ahmed Elngar,Ambika Pawar,Prathamesh Churi
Publisher: CRC Press
Relase: 2021-03-10
ISBN: 9781000349313
GET BOOK

Classification and Clustering in Biomedical Signal Processing

Classification and Clustering in Biomedical Signal Processing
Author: Dey, Nilanjan
Publisher: IGI Global
Relase: 2016-04-07
ISBN: 9781522501411
GET BOOK