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Significance and stability of deep learning-based identification of subtypes within major psychiatric disorders

Molecular psychiatry, 2022, Vol.27 (4), p.1858-1859

2022

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Systematic misestimation of machine learning performance in neuroimaging studies of depression

Neuropsychopharmacology (New York, N.Y.), 2021-07, Vol.46 (8), p.1510-1517

2021

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Thiocarbonyl Ylide Chemistry Enables a Concise Synthesis of (±)-Hippolachnin A

Journal of the American Chemical Society, 2017-08, Vol.139 (34), p.11706-11709

2017

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Recommendations for machine learning benchmarks in neuroimaging

NeuroImage (Orlando, Fla.), 2022-08, Vol.257, p.119298-119298, Article 119298

2022

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Quantifying Deviations of Brain Structure and Function in Major Depressive Disorder Across Neuroimaging Modalities

JAMA psychiatry (Chicago, Ill.), 2022-09, Vol.79 (9), p.879

2022

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Facial width-to-height ratio differs by social rank across organizations, countries, and value systems

PloS one, 2017-11, Vol.12 (11), p.e0187957-e0187957

2017

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Identification of transdiagnostic psychiatric disorder subtypes using unsupervised learning

Neuropsychopharmacology (New York, N.Y.), 2021-10, Vol.46 (11), p.1895-1905

2021

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Influence of electroconvulsive therapy on white matter structure in a diffusion tensor imaging study

Psychological medicine, 2020-04, Vol.50 (5), p.849-856

2020

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Total Synthesis of the Norhasubanan Alkaloid Stephadiamine

Journal of the American Chemical Society, 2018-07, Vol.140 (28), p.8675-8680

2018

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Predicting intelligence from brain gray matter volume

Brain Structure and Function, 2020-09, Vol.225 (7), p.2111-2129

2020

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Cell specific photoswitchable agonist for reversible control of endogenous dopamine receptors

Nature communications, 2021-08, Vol.12 (1), p.4775-4775, Article 4775

2021

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From 'loose fitting' to high-performance, uncertainty-aware brain-age modelling

Brain (London, England : 1878), 2021-04, Vol.144 (3), p.e31-e31

2021

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Social anhedonia in major depressive disorder: a symptom-specific neuroimaging approach

Neuropsychopharmacology (New York, N.Y.), 2019-04, Vol.44 (5), p.883-889

2019

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Elevated body-mass index is associated with reduced white matter integrity in two large independent cohorts

Psychoneuroendocrinology, 2018-05, Vol.91, p.179-185

2018

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deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks

Computers in biology and medicine, 2024-09, Vol.179, p.108845, Article 108845

2024

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Optical Control of Dopamine Receptors Using a Photoswitchable Tethered Inverse Agonist

Journal of the American Chemical Society, 2017-12, Vol.139 (51), p.18522-18535

2017

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Mediation of the influence of childhood maltreatment on depression relapse by cortical structure: a 2-year longitudinal observational study

The Lancet. Psychiatry, 2019-04, Vol.6 (4), p.318-326

2019

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A Systematic Evaluation of Machine Learning–Based Biomarkers for Major Depressive Disorder

JAMA psychiatry (Chicago, Ill.), 2024-04, Vol.81 (4), p.386

2024

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The impact of depression and childhood maltreatment experiences on psychological adaptation from lockdown to reopening period during the COVID-19 pandemic

European neuropsychopharmacology, 2024-06, Vol.83, p.59-60

2024

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Synthesis of acremines A, B and F and studies on the bisacremines

Beilstein journal of organic chemistry, 2019-09, Vol.15 (1), p.2271-2276

2019

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Editorial: Predicting Chronological Age From Structural Neuroimaging: The Predictive Analytics Competition 2019

Frontiers in psychiatry, 2021-08, Vol.12, p.710932-710932

2021

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From multivariate methods to an AI ecosystem

Molecular psychiatry, 2021-11, Vol.26 (11), p.6116-6120

2021

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Synthesis and biological evaluation of (±)-hippolachnin and analogs

Journal of antibiotics, 2019-06, Vol.72 (6), p.375-383

2019

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Significance and stability of deep learning-based identification of subtypes within major psychiatric disorders

Systematic misestimation of machine learning performance in neuroimaging studies of depression

Thiocarbonyl Ylide Chemistry Enables a Concise Synthesis of (±)-Hippolachnin A

Recommendations for machine learning benchmarks in neuroimaging

Quantifying Deviations of Brain Structure and Function in Major Depressive Disorder Across Neuroimaging Modalities

Facial width-to-height ratio differs by social rank across organizations, countries, and value systems

Identification of transdiagnostic psychiatric disorder subtypes using unsupervised learning

Influence of electroconvulsive therapy on white matter structure in a diffusion tensor imaging study

Total Synthesis of the Norhasubanan Alkaloid Stephadiamine

Predicting intelligence from brain gray matter volume

Cell specific photoswitchable agonist for reversible control of endogenous dopamine receptors

From 'loose fitting' to high-performance, uncertainty-aware brain-age modelling

Social anhedonia in major depressive disorder: a symptom-specific neuroimaging approach

Elevated body-mass index is associated with reduced white matter integrity in two large independent cohorts

Association of brain white matter microstructure with cognitive performance in major depressive disorder and healthy controls: a diffusion-tensor imaging study

deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks

Optical Control of Dopamine Receptors Using a Photoswitchable Tethered Inverse Agonist

Shared and distinct structural brain networks related to childhood maltreatment and social support: connectome-based predictive modeling

Mediation of the influence of childhood maltreatment on depression relapse by cortical structure: a 2-year longitudinal observational study

A Systematic Evaluation of Machine Learning–Based Biomarkers for Major Depressive Disorder

The impact of depression and childhood maltreatment experiences on psychological adaptation from lockdown to reopening period during the COVID-19 pandemic

Synthesis of acremines A, B and F and studies on the bisacremines

Editorial: Predicting Chronological Age From Structural Neuroimaging: The Predictive Analytics Competition 2019

From multivariate methods to an AI ecosystem

Synthesis and biological evaluation of (±)-hippolachnin and analogs

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