Diagnostic classification and relapse prediction in alcohol dependence using fmri from classification algorithm to imaging approach

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Nội dung chi tiết: Diagnostic classification and relapse prediction in alcohol dependence using fmri from classification algorithm to imaging approach

Diagnostic classification and relapse prediction in alcohol dependence using fmri from classification algorithm to imaging approach

Aus dem Institut/der Klinik fur Psychiatric und Psychotherapie, Campus Mitte der Medizinischen Fakultiit Charite - Universitatsmedizin BerlinDISSERTAT

Diagnostic classification and relapse prediction in alcohol dependence using fmri from classification algorithm to imaging approach TIONDiagnostic classification and relapse predictionin alcohol dependence using fMRIFrom classification algorithm to imaging approachzur Erlangung des

akademischen Grades Doctor medicinae (Dr. med.)vorgelegt der Medizinischen FakultatCharite - Universitatsmedizin BerlinvonQuoc Phoi Dam aus VietnamDa Diagnostic classification and relapse prediction in alcohol dependence using fmri from classification algorithm to imaging approach

tum der Promotion: 22.06.20141TABLE OF CONTENTSABSTRACT4List of abbreviations8List of figures9List of tables10CHAPTER I: Introduction11Background11Alc

Diagnostic classification and relapse prediction in alcohol dependence using fmri from classification algorithm to imaging approach

ohol dependence11Stages of addiction13Pathophysiology of alcohol addiction16Mesolimbic dopamine system17Imbalance between reward system and antireward

Aus dem Institut/der Klinik fur Psychiatric und Psychotherapie, Campus Mitte der Medizinischen Fakultiit Charite - Universitatsmedizin BerlinDISSERTAT

Diagnostic classification and relapse prediction in alcohol dependence using fmri from classification algorithm to imaging approach ivity30classification prediction3 2Aims35Methodology35CHAPTER II: Formation of functional ROIs in fMRIclassification37Introduction37Materials and meth

ods37Step 1: Feature construction39 Diagnostic classification and relapse prediction in alcohol dependence using fmri from classification algorithm to imaging approach

Aus dem Institut/der Klinik fur Psychiatric und Psychotherapie, Campus Mitte der Medizinischen Fakultiit Charite - Universitatsmedizin BerlinDISSERTAT