Pattern Recognition Techniques Applied to Biomedical Problems

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

• 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.