Objectives: Recent studies have indicated that pattern recognition techniques of functional magnetic resonance imaging (fMRI) data for individual classification may be valuable for distinguishing between major depressive disorder (MDD) and bipolar disorder (BD). Importantly, medication may have affected previous classification results as subjects with MDD and BD use different classes of medication. Furthermore, almost all studies have investigated only depressed subjects. Therefore, we focused on medication-free subjects. We additionally investigated whether classification would be mood state independent by including depressed and remitted subjects alike.Methods: We applied Gaussian process classifiers to investigate the discriminatory powe...
Neuroimaging studies have consistently shown functional brain abnormalities in patients with Bipolar...
Objectives: Many morphometric magnetic resonance imaging (MRI) studies that have investigated the pr...
Background: Major Depressive Disorder (MDD) is a psychiatric disorder characterized by functional br...
Objectives: Recent studies have indicated that pattern recognition techniques of functional magnetic...
OBJECTIVES: Recent studies have indicated that pattern recognition techniques of functional magnetic...
During the depressed or remitted states, major depressive disorder (MDD) and bipolar disorder (BD) a...
OBJECTIVES: Recently, pattern recognition approaches have been used to classify patterns of brain ...
Distinguishing depression in bipolar disorder (BD) from unipolar depression (UD) solely based on cli...
IMPORTANCE: Major depressive disorder (MDD) and bipolar disorder (BD) are difficult to distinguish c...
OBJECTIVES: Neuroimaging studies have revealed evidence of brain functional abnormalities in bipolar...
Differentiating bipolar disorder (BD) from recurrent unipolar depression (UD) is a major clinical ch...
Bipolar disorder (BD) and major depressive disorder (MDD) are severe mood disorders that belong to t...
Understanding abnormal resting-state functional connectivity of distributed brain networks may aid i...
Despite different treatments and courses of illness, depressive symptoms appear similar in bipolar...
Neuroimaging studies have consistently shown functional brain abnormalities in patients with Bipolar...
Objectives: Many morphometric magnetic resonance imaging (MRI) studies that have investigated the pr...
Background: Major Depressive Disorder (MDD) is a psychiatric disorder characterized by functional br...
Objectives: Recent studies have indicated that pattern recognition techniques of functional magnetic...
OBJECTIVES: Recent studies have indicated that pattern recognition techniques of functional magnetic...
During the depressed or remitted states, major depressive disorder (MDD) and bipolar disorder (BD) a...
OBJECTIVES: Recently, pattern recognition approaches have been used to classify patterns of brain ...
Distinguishing depression in bipolar disorder (BD) from unipolar depression (UD) solely based on cli...
IMPORTANCE: Major depressive disorder (MDD) and bipolar disorder (BD) are difficult to distinguish c...
OBJECTIVES: Neuroimaging studies have revealed evidence of brain functional abnormalities in bipolar...
Differentiating bipolar disorder (BD) from recurrent unipolar depression (UD) is a major clinical ch...
Bipolar disorder (BD) and major depressive disorder (MDD) are severe mood disorders that belong to t...
Understanding abnormal resting-state functional connectivity of distributed brain networks may aid i...
Despite different treatments and courses of illness, depressive symptoms appear similar in bipolar...
Neuroimaging studies have consistently shown functional brain abnormalities in patients with Bipolar...
Objectives: Many morphometric magnetic resonance imaging (MRI) studies that have investigated the pr...
Background: Major Depressive Disorder (MDD) is a psychiatric disorder characterized by functional br...