Search Results - "Hasey, Gary M"

A machine learning approach using EEG data to predict response to SSRI treatment for major depressive disorder by Khodayari-Rostamabad, Ahmad, Reilly, James P, Hasey, Gary M, de Bruin, Hubert, MacCrimmon, Duncan J

“…Highlights • Salient quantitative biomarkers or features extracted from the pre-treatment EEG data are automatically identified that discriminate responders…”
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Naturalistic Study on the Effects of Electroconvulsive Therapy (ECT) on Depressive Symptoms by Goegan, Sarah A., Hasey, Gary M., King, Jelena P., Losier, Bruno J., Bieling, Peter J., McKinnon, Margaret C., McNeely, Heather E.

“…Objective The effectiveness of ECT under naturalistic conditions has not been well-studied. The current study aimed to 1) characterize a naturalistic sample of…”
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A pilot study to determine whether machine learning methodologies using pre-treatment electroencephalography can predict the symptomatic response to clozapine therapy by Khodayari-Rostamabad, Ahmad, Hasey, Gary M, MacCrimmon, Duncan J, Reilly, James P, Bruin, Hubert de

“…Abstract Objective To investigate whether applying advanced machine learning (ML) methodologies to pre-treatment electroencephalography (EEG) data can predict…”
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Using Machine Learning Algorithms to Enhance the Management of Suicide Ideation by Colic, Sinisa, Richardson, J.D., Reilly, James P., Hasey, Gary M.

“…Combat veterans; especially those with mental health conditions are an at risk group for suicidal ideation and behaviour. This study attempts to use machine…”
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Gabapentin as an adjunctive treatment in bipolar disorder by Trevor Young, L, Robb, Janine C, Hasey, Gary M, MacQueen, Glenda M, Patelis Siotis, Irene, Marriott, Michael, T. Joffe, Russell

“…Objective: To evaluate the efficacy of gabapentin as an adjunctive treatment for bipolar disorder in both depressed and manic phases. Method: Thirty seven…”
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Using pre-treatment electroencephalography data to predict response to transcranial magnetic stimulation therapy for major depression by Khodayari-Rostamabad, A., Reilly, J. P., Hasey, G. M., de Bruin, H., MacCrimmon, D.

“…We investigate the use of machine learning methods based on the pre-treatment electroencephalograph (EEG) to predict response to repetitive transcranial…”
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Effect of concurrent medical illness on dexamethasone suppression test results in depressed inpatients by Cooke, R G, Warsh, J J, Stancer, H C, Hasey, G M, Jorna, T, Langlet, F

“…A retrospective evaluation of the clinical records of 138 depressed patients, who received the dexamethasone suppression test (DST) as part of a standardized…”
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Comorbidity of obsessive compulsive disorder in bipolar disorder by Krüger, Stephanie, Cooke, Robert G., Hasey, Gary M., Jorna, Thecla, Persad, Emmanuel

“…The comorbidity of OCD and bipolar disorder has not been systematically examined. Therefore, we determined the frequency of patients meeting DSM-III criteria…”
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The long-term impact of treatment with electroconvulsive therapy on discrete memory systems in patients with bipolar disorder by MacQueen, Glenda., MD PhD, Parkin, Caroline., BSc, Marriott, Michael., PhD, Bégin, Helen., RN, Hasey, Gary., MD

“…Objective Electroconvulsive therapy (ECT) has been controversially associated with long-lasting memory problems. Verbal learning and memory deficits are…”
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Latent Variable Dimensionality Reduction Using a Kullback-Leibler Criterion and Its Application to Predict Antidepressant Treatment Response by Khodayari-Rostamabad, Ahmad, Reilly, James P., Hasey, Gary M.

“…In this paper, we propose a method for dimensionality reduction of high-dimensional input data in a binary classification problem. The method is based on…”
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Transcranial magnetic stimulation: using a law of physics to treat psychopathology by Hasey, G M

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The interface between thyroid activity, magnesium, and depression: a pilot study by Hasey, G M, D'Alessandro, E, Cooke, R G, Warsh, J J

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Epstein-Barr virus antibodies and severity of depression by Cooke, R G, Warsh, J J, Hasey, G M, McLaughlin, B J, Jorna, T

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Neurotransmitter metabolites and endocrine responses in depression by Hasey, G M, Stancer, H C, Warsh, J J, Persad, E

“…Urinary 3-methoxy-4-hydroxyphenylethyleneglycol (MHPG), 3-4-dihydroxyphenylethyleneglycol (DHPG), 5-hydroxyindoleacetic acid (5-HIAA), plasma thyroid…”
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