Author

J. Shin

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Open access Oct 2026

GCH1 p.Ser80Asn Confers Risk for Parkinson's Disease in East Asian Populations.

INTRODUCTION GCH1 has been implicated in Parkinson's disease (PD), but its risks variants and associations are not well defined. OBJECTIVES Our goal was to investigate the clinical relevance and PD risk associated with the GCH1 p.Ser80Asn variant. METHODS We first identified a segregating GCH1 p.Ser80Asn variant in...

Yi-Wen Tay, A. Lee, J. Schee et al. · Movement Disorders · 0 citations

Open access Sep 2026

Smartphone-Based Multimodal Digital Biomarker Integration for Parkinson’s Disease Screening and Diagnostic Support

Timely identification of Parkinson’s disease (PD) is often delayed because of clinical heterogeneity and limited awareness of early symptoms. Digital biomarkers obtained via smartphones offer scalable screening potential. However, unimodal assessments may lack sufficient sensitivity or specificity given the multidimens...

Kyungsung Lee, Han-Joon Kim, J. Shin et al. · Neurological Therapeutics · 0 citations

#natural language process... Preprint Mar 2026

PACE-RAG: Patient-Aware Contextual and Evidence-Constrained RAG for Clinical Drug Recommendation

Patient-Aware Contextual and Evidence-Constrained RAG personalizes recommendations by first extracting patient-specific clinical features, retrieving cases around these features, and then refining the final prescription using the patient's current symptoms, active medication history, and focus-specific prescribing tend...

C. Huh, Hyunmin Hwang, J. Shin et al. · 0 citations