Soft computing applications and techniques in healthcare. (2020)

• Record Type: Book
• Further Information: Note: Edited by Ashish Mishra, G. Suseendran and Trung-Nghia Phung.
• Editors: Mishra, Ashish (Ashish Kumar); Suseendran, G; Phung, Trung-Nghia
• Contents: Chapter 1 Analytical Approach to Genetics of Cancer Therapeutics through Machine Learning ................................................................. 1 Ritu Shukla, Mansi Gyanchandani, Rahul Sahu and Priyank Jain Chapter 2 A Study on Behaviour of Neural Gas on Images and Artificial Neural Network in Healthcare .......................................................... 11 Rahul Sahu, Ashish Mishra and G. Suseendran Chapter 3 A New Approach for Parkinson’s Disease Imaging Diagnosis Using Digitized Spiral Drawing ........................................................ 35 Megha Kamble and Pranshu Patel Chapter 4 Modelling and Analysis for Cancer Model with Caputo to Atangana-Baleanu Derivative ....................................................... 57 Ashish Mishra, Jyoti Mishra and Vijay Gupta Chapter 5 Selection of Hospital Using Integrated Fuzzy AHP and Fuzzy TOPSIS Method .............................................................. 71 Vikas Shinde and Santosh K. Bharadwaj Chapter 6 Computation of Threshold Rate for the Spread of HIV in a Mobile Heterosexual Population and Its Implication for SIR Model in Healthcare ............................................................. 97 Suresh Rasappan and Regan Murugesan Chapter 7 Application of Soft Computing Techniques to Heart Sound Classification: A Review of the Decade .......................................... 113 Babita Majhi and Aarti Kashyap Chapter 8 Fuzzy Systems in Medicine and Healthcare: Need, Challenges and Applications ........................................................... 139 Deepak K. Sharma, Sakshi and Kartik Singhal Chapter 9 Appliance of Machine Learning Algorithms in Prudent Clinical Decision-Making Systems in the Healthcare Industry ................... 163 T. Venkat Narayana Rao and G. Akhila Chapter 10 Technique of Receiving Data from Medical Devices to Create Electronic Medical Records Database ............................. 185 Vu Duy Hai Chapter 11 Universal Health Database in India: Emergence, Feasibility and Multiplier Effects ...................................................................... 215 Arindam Chakrabarty and Uday Sankar Das Chapter 12 Cluster Analysis of Breast Cancer Data Using Modified BP-RBFN ......................................................................... 235 Viswanathan Sangeetha, Jayavel Preethi, Raghunathan Krishankumar, Kattur S. Ravichandran and Ramachandran Manikandan
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2020
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 610.285; Medical informatics; Soft computing
• Languages: English
• ISBNs: 9781000191103; 9781000191066; 9781000191080; 9781003003496
• Related ISBNs: 9780367423872
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
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