Classification of major depressive disorder using functional connectome data

Classification of major depressive disorder using functional connectome data

The brain consists of billions of neurons, communicating with each other to give humans cognitive, sensing and reasoning abilities. Major Depressive Disorder (MDD) has affects around 4% of the world population. MDD has debilitating effects on both physical and emotional health of an individual. It i...

Saved in:

書目詳細資料
主要作者:	Tan, Jia Jun
其他作者:	Jagath C. Rajapakse
格式:	Final Year Project
語言:	English
出版:	2019
主題:	Engineering::Computer science and engineering
在線閱讀:	http://hdl.handle.net/10356/78961
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

Semi-supervised learning of functional connectome for disease classification
由: Yew, Wei Chee
出版: (2022)

Parkinson’s disease classification through multi-view learning of structural and functional connectome
由: Aung Hein Htoo
出版: (2021)

Studying functional connectome of the human brain
由: Gupta, Sukrit
出版: (2020)

Identifying independent sub-networks of functional connectome of the brain
由: Chan, Jin Hao
出版: (2015)

The discovery of novel biomarkers using multivariate modelling in major depressive disorder
由: Simrita Janakiraman
出版: (2022)

Building predictive models combining structural and functional connectome data via multi-view Graph Neural Networks
由: Debdeep Mukherjee
出版: (2022)

Cross-modal synthesis of structural and functional connectome with CycleGAN for disease classification
由: Tieu, Phat Dat
出版: (2022)

Predicting gender from structural and functional connectome via multi-view graph neural networks
由: He, Yinan
出版: (2023)

Pruning deep neural networks for encoding and decoding the human connectome
由: Tang, Sean
出版: (2021)

Predicting gender and cognitive scores from structural and functional connectome
由: Balehithlu, Ananya
出版: (2024)

Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures
由: Belov, Vladimir, et al.
出版: (2024)

Classification of Depression Audio Data by Deep Learning
由: Homsiang P.
出版: (2023)

Brain aging in major depressive disorder: results from the ENIGMA major depressive disorder working group
由: Han, L.K.M., et al.
出版: (2022)

Enhancing EEG-based classification of depression patients using spatial information
由: Jiang, Chao, et al.
出版: (2022)

Stressful life events preceding the onset of depression in Asian patients with major depressive disorder
由: Subin Park, et al.
出版: (2018)

Psychiatric comorbidities in patients with major depressive disorder
由: Papan Thaipisuttikul, et al.
出版: (2018)

Visual contrast sensitivity in major depressive disorder
由: Fam, J., et al.
出版: (2014)

Computerized methods for classification and severity assessment of skin pigmentation disorders
由: Liang, Yunfeng
出版: (2018)

Subjective quality of life among patients with schizophrenia spectrum disorder and patients with major depressive disorder
由: Tan, Xiao Wei, et al.
出版: (2020)

Validating a functional near-infrared spectroscopy diagnostic paradigm for Major Depressive Disorder
由: Husain, S.F., et al.
出版: (2021)

Sparse deep neural network for encoding and decoding the structural connectome
由: Singh, Satya P., et al.
出版: (2024)

Correlates of Disability in Asian Patients With Major Depressive Disorder
由: Eurviriyanukul K., et al.
出版: (2015)

Prevalence and predictors of pain in patients with major depressive disorder
由: Narong Maneeton, et al.
出版: (2018)

Prevalence and predictors of pain in patients with major depressive disorder
由: Maneeton N., et al.
出版: (2014)

Correlates of Disability in Asian Patients With Major Depressive Disorder
由: Kanokkwan Eurviriyanukul, et al.
出版: (2018)

Prevalence and predictors of pain in patients with major depressive disorder
由: Narong Maneeton, et al.
出版: (2018)

Parvalbumin promoter methylation altered in major depressive disorder
由: Benjamard Thaweethee-Sukjai, et al.
出版: (2020)

Correlates of Disability in Asian Patients With Major Depressive Disorder
由: Eurviriyanukul K., et al.
出版: (2017)

Diurnal mood variation in outpatients with major depressive disorder
由: Morris, D.W., et al.
出版: (2014)

Discrepancy between objective and subjective cognition in adults with major depressive disorder
由: Manit Srisurapanont, et al.
出版: (2018)

Stressful life events preceding the onset of depression in Asian patients with major depressive disorder
由: Subin Park, et al.
出版: (2018)

Diagnostic and predictive applications of functional near-infrared spectroscopy for major depressive disorder: A systematic review
由: Ho, C.S.H., et al.
出版: (2021)

Indicators of pretreatment suicidal ideation in adults with major depressive disorder
由: Morris, D.W., et al.
出版: (2014)

Subjective quality of life among patients with schizophrenia spectrum disorder and patients with major depressive disorder
由: Tan, X.W., et al.
出版: (2021)

Exploration of using satellite SAR data for crop classification
由: Sim, Yee Fei
出版: (2019)

Evaluation of Autonomic Nervous System, Saliva Cortisol Levels, and Cognitive Function in Major Depressive Disorder Patients
由: Sukonthar Ngampramuan, et al.
出版: (2019)

Classification of Depression and Other Psychiatric Conditions Using Speech Features Extracted from a Thai Psychiatric and Verbal Screening Test
由: N. Klangpornkun, et al.
出版: (2022)

Classification of the microarray data using neural networks
由: Ma April Maung
出版: (2008)

Clinical and socio-demographic correlates of anxious distress in Asian outpatients with major depressive disorder
由: Narong Maneeton, et al.
出版: (2018)

Probability of major depression diagnostic classification using semi-structured versus fully structured diagnostic interviews
由: Levis, Brooke, et al.
出版: (2020)