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Next Generation Healthcare Systems Using Soft Computing Techniques [Kõva köide]

Edited by (Istinye University, Istanbul), Edited by (GGV (a central university) bilaspur), Edited by , Edited by (National Institute of Technology Raipur)
  • Formaat: Hardback, 210 pages, kõrgus x laius: 234x156 mm, kaal: 412 g, 38 Tables, black and white; 71 Line drawings, black and white; 25 Halftones, black and white; 96 Illustrations, black and white
  • Sari: Artificial Intelligence in Smart Healthcare Systems
  • Ilmumisaeg: 21-Sep-2022
  • Kirjastus: CRC Press
  • ISBN-10: 1032107979
  • ISBN-13: 9781032107974
  • Formaat: Hardback, 210 pages, kõrgus x laius: 234x156 mm, kaal: 412 g, 38 Tables, black and white; 71 Line drawings, black and white; 25 Halftones, black and white; 96 Illustrations, black and white
  • Sari: Artificial Intelligence in Smart Healthcare Systems
  • Ilmumisaeg: 21-Sep-2022
  • Kirjastus: CRC Press
  • ISBN-10: 1032107979
  • ISBN-13: 9781032107974
This book presents soft computing techniques and applications used in healthcare systems, along with the latest advancements. Written as a guide for assessing the roles that these techniques play, the book also highlights implementation strategies, lists problem-solving solutions, and paves the way for future research endeavors in smart and next-generation healthcare systems.

This book provides applications of soft computing techniques related to healthcare systems and can be used as a reference guide for assessing the roles that various techniques, such as machine learning, fuzzy logic, and statical mathematics, play in the advancements of smart healthcare systems. The book presents the basics as well as the advanced concepts to help beginners, as well as industry professionals, get up to speed on the latest developments in healthcare systems. The book examines descriptive, predictive, and social network techniques and discusses analytical tools and the important role they play in finding solutions to problems in healthcare systems. A framework of robust and novel healthcare techniques is highlighted, as well as implementation strategies and a setup for future research endeavors.

Healthcare Systems Using Soft Computing Techniques is a valuable resource for researchers and postgraduate students in healthcare systems engineering, computer science, information technology, and applied mathematics. The book introduces beginners toand at the same time brings industry professionals up to speed withthe important role soft computing techniques play in smart healthcare systems.
Preface vii
Editors ix
Contributors xi
Chapter 1 Computational Intelligence for Healthcare
1(14)
Abhilasha Chaudhuri
Tirath Prasad Sahu
Chapter 2 Analysis of Recurrent Neural Network and Convolution Neural Network Techniques in Blood Cell Classification
15(14)
Tatwadarshi P. Nagarhalli
Chapter 3 Evaluating the Effectiveness of the Convolution Neural Network in Detecting Brain Tumors
29(12)
Tatwadarshi P. Nagarhalli
Sneha Mhatre
Ashwini Save
Sanket Patil
Chapter 4 Implementation of Machine Learning in Color Perception and Psychology: A Review
41(14)
Anusruti Mitra
Dipannita Basu
Ahona Ghosh
Chapter 5 Early Recognition of Dynamic Sleeping Patterns Associated with Rapid Eyeball Movement Sleep Behavior Disorder of Apnea Patients Using Neural Network Techniques
55(16)
Prateek Pratyasha
Saurabh Gupta
Chapter 6 Smart Attendance cum Health Check-up Machine for Students/Villagers/Company Employees
71(14)
Pranjal Patel
Shriram Sharma
Pritesh Sutrakar
Hemant Kumar
Devender Pal Singh
Menka Yadav
Chapter 7 Oral Histopathological Photomicrograph Classification Using Deep Learning
85(20)
Rajashekhargouda C. Patil
P. K. Mahesh
Chapter 8 Prediction of Stage of Alzheimer's Disease DenseNet Deep Learning Model
105(18)
Yogesh Kumar Rathore
Rekh Ram Janghel
Chapter 9 An Insight or Deep Learning Applications in the Healthcare Industry
123(14)
Deevesh Chaudhary
Prakash Chandra Sharma
Akhilesh Kumar Sharma
Rajesh Tiwari
Chapter 10 Expand Patient Care with AWS Cloud for Remote Medical Monitoring
137(12)
Parul Dubey
Pushkar Dubey
Chapter 11 Privacy and Security Solution in Wireless Sensor Network for IoT in Healthcare System
149(20)
Rajesh Tiwari
Deevesh Chaudhary
Tarun Dhar Diwan
Prakash Chandra Sharma
Chapter 12 An Epileptic Seizure Detection and Classification Based on Machine Learning Techniques
169(18)
Lokesh Singh
Rekh Ram Janghel
Satya Prakash Sahu
Chapter 13 Analysis of Coronary Artery Disease Using Various Machine Learning Techniques
187(22)
Saroj Kumar Pandey
Rekh Ram Janghel
Shubham Shukla
Yogadhar Pandey
Index 209
Rekh Ram Janghel, Hiral Raja