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Open access Aug 2026

Baseline clinical features outperform structural MRI in predicting rapid cognitive and motor decline in Parkinson’s disease

Cognitive and motor impairments are common in Parkinson’s disease (PD), but rapid decline trajectories remain difficult to predict at the individual level. Identifying reliable early-stage prognostic markers could define disease-modification windows and improve trial enrichment. Classification models were developed t...

Yu-Sen Wu, Jose A. Santiago, Tatjana Rundek et al. · 0 citations
Conference Jul 2026

Clinical Reasoning-Augmented Prediction: Agentic Verification Improves Reliability of VTE Detection from Radiology Reports

Automated extraction of clinical outcomes from radiology reports is widely used for cohort construction; extracted outcomes also serve as ground truth labels to evaluate clinical Machine Learning (ML) models. However, conventional Natural Language Processing (NLP) classifiers rely primarily on statistical pattern recog...

Phuong Nguyen, Yu-Sen Wu, Brigitte Anderson et al. · 0 citations

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