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Pattern Recognition Techniques Applied to Biomedical Problems

BuchGebunden
221 Seiten
Englisch
Springererschienen am01.03.20201st ed. 2020
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.mehr
Verfügbare Formate
BuchGebunden
EUR48,14
BuchKartoniert, Paperback
EUR32,09
E-BookPDF1 - PDF WatermarkE-Book
EUR53,49

Produkt

KlappentextThis 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.

Inhalt/Kritik

Inhaltsverzeichnis
On the classification of independent components for biomedical signals de-noising: two study cases.- Pattern recognition applied to the analysis of genomic data and its association to diseases.- Image analysis method for the detection of Chagas parasite in blood image.- Monitoring and evaluating public health interventions.- Recognition of nausea patterns in multichannel electrogastrography.- Random Forest for Prediction of HIV Drug Resistance.- Analysis of cardiac contraction patterns.- Pattern Recognition of Chronic Patients Home Life and Out Patient Visits to Automate Follow up and Clinical Management.- Pattern recognition in medical equipment replacement at hospitals.mehr

Schlagworte

Autor

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





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Herausgegeben:Ortiz-Posadas, Martha Refugio