Pattern Recognition Techniques Applied to Biomedical Problems

Inbunden, Engelska, 2020

Del i serien STEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health

536 kr

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2020-03-01
Mått:155 x 235 x 19 mm
Vikt:518 g
Format:Inbunden
Språk:Engelska
Serie:STEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health
Antal sidor:221
Upplaga:20001
Förlag:Springer Nature Switzerland AG
ISBN:9783030380205

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Mer om författaren

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

Innehållsförteckning

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.