Probing the clinical and brain structural boundaries of bipolar and major depressive disorder

Will machine learning applied to neuroimaging in bipolar disorder help the clinician? A critical review and methodological suggestions

(2020) Laurie‐Anne Claude et al.   BIPOLAR DISORDERS

Linked patterns of biological and environmental covariation with brain structure in adolescence: a population-based longitudinal study

(2020) Amirhossein Modabbernia et al.   MOLECULAR PSYCHIATRY

The genetic architecture of the human cerebral cortex

(2020) Katrina L. Grasby et al.   SCIENCE

DIABLO: an integrative approach for identifying key molecular drivers from multi-omic assays

(2019) Amrit Singh et al.   BIOINFORMATICS

Interactive impact of childhood maltreatment, depression, and age on cortical brain structure: mega-analytic findings from a large multi-site cohort

(2019) Leonardo Tozzi et al.   PSYCHOLOGICAL MEDICINE

The genetics of the mood disorder spectrum: genome-wide association analyses of over 185,000 cases and 439,000 controls

(2019) Jonathan R.I. Coleman et al.   BIOLOGICAL PSYCHIATRY

Multiple Holdouts With Stability: Improving the Generalizability of Machine Learning Analyses of Brain–Behavior Relationships

(2019) Agoston Mihalik et al.   BIOLOGICAL PSYCHIATRY

Canadian Network for Mood and Anxiety Treatments (CANMAT) and International Society for Bipolar Disorders (ISBD) 2018 guidelines for the management of patients with bipolar disorder

(2018) Lakshmi N Yatham et al.   BIPOLAR DISORDERS

Differentiating between bipolar and unipolar depression in functional and structural MRI studies

(2018) Kyu-Man Han et al.   PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY

Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017

(2018) Spencer L James et al.   LANCET

Effects of tumor necrosis factor-α polymorphism on the brain structural changes of the patients with major depressive disorder

(2018) Rubai Zhou et al.   Translational Psychiatry

Cortical abnormalities in bipolar disorder: an MRI analysis of 6503 individuals from the ENIGMA Bipolar Disorder Working Group

(2017) D P Hibar et al.   MOLECULAR PSYCHIATRY

HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework

(2017) Erdem Varol et al.   NEUROIMAGE

The relationship between genetic risk variants with brain structure and function in bipolar disorder: A systematic review of genetic-neuroimaging studies

(2017) Licia P. Pereira et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

mixOmics: An R package for ‘omics feature selection and multiple data integration

(2017) Florian Rohart et al.   PLoS Computational Biology

Evidence for genetic heterogeneity between clinical subtypes of bipolar disorder

(2017) A W Charney et al.   Translational Psychiatry

Distinctive Neuroanatomical Substrates for Depression in Bipolar Disorder versus Major Depressive Disorder

(2017) Koji Matsuo et al.   CEREBRAL CORTEX

Cortical abnormalities in adults and adolescents with major depression based on brain scans from 20 cohorts worldwide in the ENIGMA Major Depressive Disorder Working Group

(2016) L Schmaal et al.   MOLECULAR PSYCHIATRY

Common and distinct patterns of grey-matter volume alteration in major depression and bipolar disorder: evidence from voxel-based meta-analysis

(2016) T Wise et al.   MOLECULAR PSYCHIATRY

Subcortical volumetric abnormalities in bipolar disorder

(2016) D P Hibar et al.   MOLECULAR PSYCHIATRY

BMI and all cause mortality: systematic review and non-linear dose-response meta-analysis of 230 cohort studies with 3.74 million deaths among 30.3 million participants

(2016) Dagfinn Aune et al.   BMJ-British Medical Journal

BMI and all cause mortality: systematic review and non-linear dose-response meta-analysis of 230 cohort studies with 3.74 million deaths among 30.3 million participants

(2016) Dagfinn Aune et al.   BMJ-British Medical Journal

Validity and reliability of the Chinese version of the Sheehan Disability Scale (SDS-C)

(2015) Shang-Herng Leu et al.   Asia-Pacific Psychiatry

Prevalence and predictors of bipolar disorders in patients with a major depressive episode: The Japanese epidemiological trial with latest measure of bipolar disorder (JET-LMBP)

(2015) Takeshi Inoue et al.   JOURNAL OF AFFECTIVE DISORDERS

Subcortical brain alterations in major depressive disorder: findings from the ENIGMA Major Depressive Disorder working group

(2015) L Schmaal et al.   MOLECULAR PSYCHIATRY

Distinguishing bipolar from unipolar depression: the importance of clinical symptoms and illness features

(2015) A. K. Leonpacher et al.   PSYCHOLOGICAL MEDICINE

Sociodemographic and clinical features of bipolar disorder patients misdiagnosed with major depressive disorder in China

(2013) Yu-Tao Xiang et al.   BIPOLAR DISORDERS

Distinguishing between Unipolar Depression and Bipolar Depression: Current and Future Clinical and Neuroimaging Perspectives

(2012) Jorge Renner Cardoso de Almeida et al.   BIOLOGICAL PSYCHIATRY

Sparse PLS discriminant analysis: biologically relevant feature selection and graphical displays for multiclass problems

(2011) Kim-Anh Lê Cao et al.   BMC BIOINFORMATICS

Subthreshold Hypomanic Symptoms in Progression From Unipolar Major Depression to Bipolar Disorder

(2010) Jess G. Fiedorowicz et al.   AMERICAN JOURNAL OF PSYCHIATRY

Partial Least Squares (PLS) methods for neuroimaging: A tutorial and review

(2010) Anjali Krishnan et al.   NEUROIMAGE

A comprehensive review and model of putative prodromal features of bipolar affective disorder

(2010) O. D. Howes et al.   PSYCHOLOGICAL MEDICINE