Pattern Recognition Techniques Applied to Biomedical Problems
Published on 1. March 2021
Book
Paperback/Softback
X, 221 pages
978-3-030-38023-6 (ISBN)
Description
This book covers pattern recognition techniques applied to various areas of biomedicine, including disease diagnosis and prognosis, and several problems of classification, with a special focus on-but not limited to-pattern recognition modeling of biomedical signals and images.
Multidisciplinary by definition, the book's topic blends computing, mathematics and other technical sciences towards the development of computational tools and methodologies that can be applied to pattern recognition processes.In this work, the efficacy of such methods and techniques for processing medical information is analyzed and compared, and auxiliary criteria for determining the correct diagnosis and treatment strategies are recommended and applied.
Researchers in applied mathematics, the computer sciences, engineering and related fields with a focus on medical applications will benefit from this book, as well as professionals with a special interest in state-of-the-art pattern recognition techniques as applied to biomedicine.
More details
Product info
Book
Series
Edition
1st ed. 2020
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
46
22 s/w Abbildungen, 46 farbige Abbildungen
X, 221 p. 68 illus., 46 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 13 mm
Weight
359 gr
ISBN-13
978-3-030-38023-6 (9783030380236)
DOI
10.1007/978-3-030-38021-2
Schweitzer Classification
Other editions
Additional editions
Martha Refugio Ortiz-Posadas
Pattern Recognition Techniques Applied to Biomedical Problems
Book
03/2020
1st Edition
Springer
€53.49
Shipment within 7-9 days
Person
Martha Refugio Ortiz-Posadas is a Professor at the Electrical Engineering Department, Universidad Autónoma Metropolitana, Iztapalapa, Mexico.
Content
PROPOSED LIST OF CONTRIBUTORS and Table of CONTENT1. Castañeda-Villa, Norma: Clustering for discontinuous sounds imagingUniversidad Autónoma Metropolitana Iztapalapa. Mexico. Email: ncv@xanum.uam.mx2. Curilem-Saldías, Millaray: Seismic signals using neural networks and genetic algorithmsUniversidad de la Frontera. Chile. Email: millaray.curilem@ufrontera.cl3. Díaz-Villegas, Jorge: Cost Estimation Method for web-based softwareUniversidad de La Frontera. Chile. jorge.diaz@ufrontera.cl4. Figueroa-Saavedra, Rodolfo: A Methodology and Ionizing Radiation Device that Uses Metallic Nanoparticles for the Detection and Simultaneous Treatment of CancerUniversidad de La Frontera. Chile. Email: rodolfo.figueroa@ufrontera.cl5. Gentiletti, Gabriel: Brain-computer interface for simulated wheelchairUniversidad Nacional de Entre Ríos. Argentina. Email: gentiletti@gmail.com6. Jiménez-González, Aída: ICA algorithm for auditory potentials extractionUniversidad Autónoma Metropolitana Iztapalapa. Mexico. Email: aidaj@xanum.uam.mx7. Ortiz-Posadas, Martha: Computational tool for cleft palate rehabilitationUniversidad Autónoma Metropolitana Iztapalapa. Mexico. Email: posa@xanum.uam.mx8. Rosales-López, Alfonso: Pattern recognition for estimating the access to imaging services in public health system.Universidad Federal de Río de Janeiro. Brazil. Email: arosales.cr@gmail.com9. Ruíz-Shucloper, José: Mining patterns using similaritiesUniversidad de las Ciencias Informáticas. Cuba. Email: jshulcloper@uci.cu10. Simini, Franco: Knee Kinematics Assessment by videofluoroscopyUniversidad de la República. Uruguay. Email: simini@fing.edu.uy11. Valdés-Cristerna, Raquel: Radial-based network and active contour model for brain MRI segmentation.Universidad Autónoma Metropolitana Iztapalapa. Mexico. Email: ravc@xanum.uam.mx12. Vega-Alvarado, Leticia: Measuring mixing times in stirred vesselsUniversidad Nacional Autónoma de México. Mexico. Email: leticia.vega@ccadet.unam.mx13. Yañez-Suárez, Oscar: Data-driven brain MRI segmentation