Ngan Yin Chan
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As a journalist, you can create a free Muck Rack account to customize your profile, list your contact preferences, and upload a portfolio of your best work.Articles
Gut Microbiome in Depression with and without REM Sleep Behavior Disorder
Abstract Major depressive disorder (MDD) is a risk factor for neurodegeneration, yet its heterogeneity makes identifying at-risk subtype challenging. Notably, MDD frequently co-occurs with REM sleep behavior disorder (RBD), a specific prodrome of α-synucleinopathy. It remains unclear whether comorbid MDD + RBD reflects a benign antidepressant effect, or higher neurodegenerative risk.
Multimodal AI for predicting comorbid REM sleep behavior disorder in major depressive disorder
Abstract REM sleep behavior disorder (RBD) is a robust prodromal marker of α-synucleinopathies: idiopathic RBD carries a 10–15-year phenoconversion risk of 80–90% to Parkinson’s disease (PD) and related disorders. In major depressive disorder (MDD), comorbid RBD marks a subgroup at elevated prodromal PD risk, yet is frequently missed in psychiatric practice. Here, we developed a multimodal AI framework to detect comorbid RBD in MDD.
Capturing omega sign in the clinical assessment of depression by deep learning
Abstract The omega sign is a melancholic facial expression, resembling the Greek letter omega “Ω”. To study static omega sign (visible full-blown Ω-shaped or vertical wrinkles at rest) and dynamic omega sign (newly appearing or deepening) with digital assessment for depression via deep learning, subjects with major depressive disorder (MDD) and controls were invited to take neutral photos and videotaped interviews to study the static and dynamic omega sign, respectively.
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