Discriminant Analysis of Electroencephalograms Recorded from Renal Patients
- 1 January 1978
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Biomedical Engineering
- Vol. BME-25 (1) , 12-17
- https://doi.org/10.1109/tbme.1978.326371
Abstract
Cassification of electroencephalograms (EEGs) recorded from renal patients and normal subjects by discriminant-analysis-based techniques is described. The method for generation of two discriminant functions and a classification space is discussed and the classifier is tested on a randomly selected set of normal subjects and azotemic patients. The results of the discriminant function classification method are compared with another previously used method for assessing the amount of slow-wave-related EEG activity that is correlated with increasing renal failure. Finally, the discriminant functions are used to track a single patient from azotemia to dialysis and transplant.Keywords
This publication has 7 references indexed in Scilit:
- Distinguishing vegetation land covers using hyperspectral imageryPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2004
- Discriminant Analysis of Electroencephalograms Recorded from Renal PatientsIEEE Transactions on Biomedical Engineering, 1978
- Computer quantification of electroencephalographic data recorded from renal patientsComputers and Biomedical Research, 1975
- Quantitative assessment of the electroencephalogram in renal diseaseElectroencephalography and Clinical Neurophysiology, 1975
- On automatic methods of sleep staging by EEG spectraElectroencephalography and Clinical Neurophysiology, 1970
- Discriminating among states of consciousness by EEG measurements. A study of four subjectsElectroencephalography and Clinical Neurophysiology, 1967
- Electroencephalographic Evaluation of UremiaArchives of internal medicine (1960), 1965