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P. Chan

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Open access Sep 2026

Development of a Framework for Evaluating Large Language Model Safety and Reliability: a Proof-of-Concept Evaluation

In this single-centre proof-of-concept, aggregate accuracy was insufficient for safety characterisation: models with indistinguishable mean accuracy carried different catastrophic-failure tiers and reproducibility profiles.

Fang-Yan Liu, Zhi Liu, Xiaolu Fei et al. · 0 citations
Open access Sep 2026

Unveiling the Distinctive Brain Functional Dynamics Between Parkinson's Disease and Progressive Supranuclear Palsy

Temporal features of brain network dynamics may provide candidate imaging markers for distinguishing PD and PSP while offering mechanistic insights into non‐motor symptomatology, however, their diagnostic applicability requires validation in independent external multicenter cohorts.

Chen-Fei Ye, Jia-Hui Shi, Ji-Liang Fang et al. · 0 citations
Open access Jul 2026

Striatal Tau Pathology Underlies Monoaminergic Disruption in Progressive Supranuclear Palsy

The pallido-nigro-luysian axis and nigrostriatal system serve as sensitive targets for detecting tau deposition and monoaminergic disruption in PSP and local striatal tau pathology and tau burden were associated with monoaminergic disruption in PSP.

Chong Dong, Jing-Hong Ma, Hong-Gang Qiao et al. · 0 citations

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