Soft Computing Applications and Techniques in Healthcare

Soft Computing Applications and Techniques in Healthcare

 
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Kiadó: CRC Press
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Rövid leírás:

This book provides insights into contemporary issues and challenges in soft computing applications and techniques in healthcare.

Hosszú leírás:

This book provides insights into contemporary issues and challenges in soft computing applications and techniques in healthcare. It will be a useful guide to identify, categorise and assess the role of different soft computing techniques for disease, diagnosis and prediction due to technological advancements.


The book explores applications in soft computing and covers empirical properties of artificial neural network (ANN), evolutionary computing, fuzzy logic and statistical techniques. It presents basic and advanced concepts to help beginners and industry professionals get up to speed on the latest developments in soft computing and healthcare systems. It incorporates the latest methodologies and challenges facing soft computing, examines descriptive, predictive and social network techniques and discusses analytics tools and their role in providing effective solutions for science and technology.


The primary users for the book include researchers, academicians, postgraduate students, specialists and practitioners.


 


Dr. Ashish Mishra is a professor in the Department of Computer Science and Engineering, Gyan Ganga Institute of Technology and Sciences, Jabalpur, Madhya Pradesh, India. He has contributed in organising the INSPIRE Science Internship Camp. He is a member of the Institute of Electrical and Electronics Engineers and is a life member of the Computer Society of India. His research interests include the Internet of Things, data mining, cloud computing, image processing and knowledge-based systems. He holds nine patents in Intellectual Property, India. He has authored four books in the areas of data mining, image processing and LaTex.



Dr. G. Suseendran is an assistant professor, Department of Information Technology, School of Computing Sciences, Vels Institute of Science, Technology & Advanced Studies (VISTAS), Chennai, Tamil Nadu, India. His research interests include ad-hoc networks, the Internet of Things, data mining, cloud computing, image processing, knowledge-based systems, and Web information exploration. He has published more than 75 research papers in various international journals such as Science Citation Index, Springer Book Chapter, Scopus, IEEE Access and UGC-referred journals.



Prof. Trung-Nghia Phung is an associate professor and Head of Academic Affairs, Thai Nguyen University of Information and Communication Technology (ICTU). He has published more than 60 research papers. His main research interest lies in the field of speech, audio, and biomedical signal processing. He serves as a technical committee program member, track chair, session chair, and reviewer of many international conferences and journals. He was a co-Chair of the International Conference on Advances in Information and Communication Technology 2016 (ICTA 2016) and a Session Chair of the 4th International Conference on Information System Design and Intelligent Applications (INDIA 2017).

Tartalomjegyzék:

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