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Next generation healthcare systems using soft computing techniques / edited by Dr. Rekh Ram Janghel, Rohit Raja, and Korhan Cengiz.

Contributor(s): Material type: TextTextSeries: Artificial intelligence in smart healthcare systemsPublisher: Boca Raton, FL : CRC Press, 2023Edition: First editionDescription: 1 online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781003217091
  • 1003217095
  • 9781000653366
  • 1000653366
  • 9781000653397
  • 1000653390
Subject(s): DDC classification:
  • 610.285 23/eng/20220615
LOC classification:
  • R858
Online resources:
Partial contents:
Computational intelligence for healthcare / Abhilasha Chaudhuri, Tirath Prasad Sahu -- Analysis of recurrent neural network and convolution neural network techniques in blood cell classification / Dr. Tatwadarshi P. Nagarhalli -- Evaluating the effectiveness of convolution neural network in detecting brain tumor / Dr. Tatwadarshi P. Nagarhalli, Prof. Sneha Mhatre, Prof. Ashwini Save, Prof. Sanket Patil.
Summary: "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 statistical 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 will examine descriptive, predictive, and social network techniques, as well as provide a discussion on analytical tools and the important role they play in finding solutions to problems in healthcare systems"-- Provided by publisher.
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Computational intelligence for healthcare / Abhilasha Chaudhuri, Tirath Prasad Sahu -- Analysis of recurrent neural network and convolution neural network techniques in blood cell classification / Dr. Tatwadarshi P. Nagarhalli -- Evaluating the effectiveness of convolution neural network in detecting brain tumor / Dr. Tatwadarshi P. Nagarhalli, Prof. Sneha Mhatre, Prof. Ashwini Save, Prof. Sanket Patil.

"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 statistical 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 will examine descriptive, predictive, and social network techniques, as well as provide a discussion on analytical tools and the important role they play in finding solutions to problems in healthcare systems"-- Provided by publisher.

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