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Shu-Guang Yang

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Explainable and Generalisable LLM-based Cognitive Decline Detection with Spontaneous Speech

This study provides a scalable, objective, and explainable framework for speech-based cognitive screening, combining cognitive status classification with natural language explanations that clinicians can assess and verify, bridging the gap between advanced AI and clinical utility.

Zi-Yun Cui, Wen Wu, Chuan Shi et al. · 0 citations
Open access Sep 2026

​The Neural Basis of Hierarchical Structure Building during Phrase Processing

Human language comprehension requires transforming linear word sequences into hierarchical structure. Using Mandarin as a case study, we investigated how the brain builds phrase-level structure from two sequentially presented words. Participants processed the same phrases in two tasks emphasizing either the semantic...

Fei-Zhen Cao, M. Xiang, Shu-Guang Yang et al. · 0 citations
#software testing Preprint Aug 2026

Surf_2_Volume: a workflow for converting CIFTI parcellations to NIfTI volume space

Surf_2_Volume is presented, a workflow that combines Connectome Workbench, FreeSurfer, AFNI, AFNI, neuromaps, and Python image processing to convert cortical and subcortical CIFTI parcellations into Neuroimaging Informatics Technology Initiative (NIfTI) volumes.

Shu-Guang Yang, Zi-Yi Wang, Yue-Ru Shen et al. · 0 citations

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