Pattern Recognition Techniques Applied to Biomedical Problems

ISBN-13: 9783030380205 / Angielski / Twarda / 2020 / 221 str.

Opis

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.

Spis treści

PROPOSED LIST OF CONTRIBUTORS and Table of CONTENT

1. Castañeda-Villa, Norma: Clustering for discontinuous sounds imaging

Universidad Autónoma Metropolitana Iztapalapa. Mexico. Email: ncv@xanum.uam.mx

2. Curilem-Saldías, Millaray: Seismic signals using neural networks and genetic algorithms

Universidad de la Frontera. Chile. Email: millaray.curilem@ufrontera.cl

3. Díaz-Villegas, Jorge: Cost Estimation Method for web-based software

Universidad de La Frontera. Chile. jorge.diaz@ufrontera.cl

4. Figueroa-Saavedra, Rodolfo: A Methodology and Ionizing Radiation Device that Uses Metallic Nanoparticles for the Detection and Simultaneous Treatment of Cancer

Universidad de La Frontera. Chile. Email: rodolfo.figueroa@ufrontera.cl

5. Gentiletti, Gabriel: Brain-computer interface for simulated wheelchair

Universidad Nacional de Entre Ríos. Argentina. Email: gentiletti@gmail.com

6. Jiménez-González, Aída: ICA algorithm for auditory potentials extraction

Universidad Autónoma Metropolitana Iztapalapa. Mexico. Email: aidaj@xanum.uam.mx

7. Ortiz-Posadas, Martha: Computational tool for cleft palate rehabilitation

Universidad Autónoma Metropolitana Iztapalapa. Mexico. Email: posa@xanum.uam.mx

8. 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.com

9. Ruíz-Shucloper, José: Mining patterns using similarities

Universidad de las Ciencias Informáticas. Cuba. Email: jshulcloper@uci.cu

10. Simini, Franco: Knee Kinematics Assessment by videofluoroscopy

Universidad de la República. Uruguay. Email: simini@fing.edu.uy

11. Valdés-Cristerna, Raquel: Radial-based network and active contour model for brain MRI segmentation.

Universidad Autónoma Metropolitana Iztapalapa. Mexico. Email: ravc@xanum.uam.mx

12. Vega-Alvarado, Leticia: Measuring mixing times in stirred vessels

Universidad Nacional Autónoma de México. Mexico. Email: leticia.vega@ccadet.unam.mx

13. Yañez-Suárez, Oscar: Data-driven brain MRI segmentation

O autorze

Martha Refugio Ortiz-Posadas is a Professor at the Electrical Engineering Department, Universidad Autónoma Metropolitana, Iztapalapa, Mexico.