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Computational Intelligence Techniques in Health Care de P.V. Lakshmi

Computational Intelligence Techniques in Health Care: SpringerBriefs in Applied Sciences and Technology

Editat de P.V. Lakshmi, Wengang Zhou, P Satheesh
en Limba Engleză Paperback – 27 apr 2016
This book presentsresearch on emerging computational intelligence techniques and tools, with aparticular focus on newtrends and applications in health care. Healthcare is a multi-faceted domain,which incorporates advanced decision-making, remote monitoring, healthcarelogistics, operational excellence and modern information systems. In recentyears, the use of computationalintelligence methods to address the scale and the complexity of the problems in healthcarehas been investigated.This book discusses various computationalintelligence methods that are implemented in applications in different areas of healthcare. It includes contributions bypractitioners, technology developers and solution providers.
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Specificații

ISBN-13: 9789811003073
ISBN-10: 9811003076
Pagini: 100
Ilustrații: VII, 100 p. 23 illus., 21 illus. in color.
Dimensiuni: 155 x 235 x 6 mm
Greutate: 0.16 kg
Ediția:1st ed. 2016
Editura: Springer Nature Singapore
Colecția Springer
Seriile SpringerBriefs in Applied Sciences and Technology, SpringerBriefs in Forensic and Medical Bioinformatics

Locul publicării:Singapore, Singapore

Public țintă

Research

Cuprins

Bioinformatics, genomics and diabetes.-Coralyne targets proteases involved cancer progression: An InSilico study.- Computational Intelligence Approach for PredictionOf Breast Cancer Using Particle Swarm Optimization: A Comparative Study Of TheResults With Reduced Set Of Attributes.- QSAR and validation analysis onMMP-13 Inhibitors.- Detectionof Lesion in Mammogram Images using Differential Evolution based AutomaticFuzzy Clustering.- Sequence Alignment By Advanced Differential EvolutionaryAlgorithm (ADE).- Swarm Intelligenceand Variable Precision Rough Set Model: A Hybrid Approach  for  Classification.-Ayush To Kidney (Atok) Data Science Model for Diagnosis and to AdviceThrough an Expert  System.

Notă biografică

Prof. P. V. Lakshmi is working withGITAM University, Andhra Pradesh, India. She is the professor and BOS chairmanin the department of Information Technology and is a member of the Academiccouncil. She has organized several conferences, workshops and seminars. She isthe author of the book “Discrete Mathematical Structures”. She has published peer-reviewedpapers in reputed international journals and conferences. She is PrincipalInvestigator of research project from Government. She is a life member of thecryptology society of India, computer society of India and also member of otherprofessional bodies like IAENG, Bioinformatics.Org, IACSIT, IETE, IEEE etc. Hercurrent research interest includes cryptography, bioinformatics, networksecurity, data analytics and image processing.
Dr. Wengang Zhou is aresearch scientist and project manager at DuPont Pioneer since 2011. He led ateam of scientists and software engineers to build multiple large-scale dataanalysis pipelines, data repositories, and visualization software used by theentire company. He is the nominee of many biotechnology   research awards in DuPont in the pastseveral years, and collaborated with multiple academic institutions on genediscovery initiatives. He has over 20 conference and journal publications, aswell as 4 patent applications by 2015. He was the principle investigator for afew university funded projects, and key members of multiple NSF fundedprojects. He is an editorial board member of International Journal ofComputational Intelligence and Soft Computing, and JBR Journal of TranslationalBiomarkers & Diagnosis. He also serves as invited reviewers for a number ofprestigious journals including BMC genomics, IEEE Transactions on ComputationalBiology and Bioinformatics, and International Journal of Data Mining andBioinformatics. His current research interests include cancer diagnostics, datamining, machine learning, genomics, biomarker discovery, and bioinformatics.
Dr. P. Satheesh is an Associate Professor at MVGR College, Vizianagaram,Andhra Pradesh, India. His area of interest is Bioinformatics. He is a memberof professional societies like IAEME, IAENG, IEEE, CSI and ACM.

Caracteristici

Includes supplementary material: sn.pub/extras