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Guorong Wu

2 papers indexed

arxivcs.MAcs.SE2026-07-30

CyberNeuro: A Privacy-Preserving Agentic Workbench for Cohort-Scale Neuroimage and Clinical Data Analysis

Ran Ren, Junhong Tong, Yunxi Kong, Yiyao Chen, Yucheng Li, Kunhao Zhou, et al.

Despite tremendous success in neuroimaging methodology, making large-scale, high-dimensional datasets ready for AI/ML applications remains a critical operational bottleneck. Conventional workflows require extensive manual effort across metadata curation, pipeline execution, post-…

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arxivcs.AIcs.IRcs.LG2026-06-29

ENC-ODE: Event-level Neurodegenerative Modeling in Continuous Time with Neural ODEs

Yujee Song, Seunghun Baek, Guorong Wu, Won Hwa Kim

Accurately predicting the temporal evolution of clinical biomarkers is crucial for the early diagnosis and management of neurodegenerative diseases such as Alzheimer's disease. However, this relies on longitudinal data to capture biomarker changes over time, which is often sparse…

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