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Classifying depression patients and normal subjects using machine learning techniques and nonlinear features from EEG signal

Computer Methods and Programs in Biomedicine

Nov 6, 2012

Behshad HosseinifardReza Rostami

Abstract

Diagnosing depression in the early curable stages is very important and may even save the life of a patient. In this paper, we study nonlinear analysis of EEG signal for discriminating depression patients and normal controls. Forty-five unmedicated depressed patients and 45 normal subje...read more

Mentioned in this Paper

In Silico
Fluctuation
Brain Diseases
Genetic Programming
Interstitial Nephritis, Karyomegalic
Depressed - Symptom
Logistic Regression
Etiology
Computer Programs and Programming
Rietveld Refinement
1
184
Paper Details
References
  • References8
  • Citations27
1
  • References8
  • Citations27
123

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Classifying depression patients and normal subjects using machine learning techniques and nonlinear features from EEG signal

Computer Methods and Programs in Biomedicine

Nov 6, 2012

Behshad HosseinifardReza Rostami

PMID: 23122719

DOI: 10.1016/j.cmpb.2012.10.008

Abstract

Diagnosing depression in the early curable stages is very important and may even save the life of a patient. In this paper, we study nonlinear analysis of EEG signal for discriminating depression patients and normal controls. Forty-five unmedicated depressed patients and 45 normal subje...read more

Mentioned in this Paper

In Silico
Fluctuation
Brain Diseases
Genetic Programming
Interstitial Nephritis, Karyomegalic
Depressed - Symptom
Logistic Regression
Etiology
Computer Programs and Programming
Rietveld Refinement
1
184

Similar Papers Found In These Feeds

Depression

Depression, also known as major depressive disorder, is a medical condition associated with negative emotional, behavioural, and cognitive symptoms. Here is the latest research on this mood disorder.

Related Papers

Computers in Biology and Medicine

Automated identification of normal and diabetes heart rate signals using nonlinear measures

Computers in Biology and MedicineSeptember 17, 2013
U Rajendra AcharyaWenwei Yu
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society

Automatic image orientation detection

IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing SocietyFebruary 5, 2008
Aditya VailayaAnil K Jain
Paper Details
References
  • References8
  • Citations27
1
  • References8
  • Citations27
123
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