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Shan-Yue Lin

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#data science Review Open access Oct 2026

Salivary microRNAs for oral cancer and oral potentially malignant disorder triage: a scoping review and evidence map

Background Salivary microRNAs (miRNAs) have been investigated for oral cancer detection, but comparison with healthy volunteers does not establish performance among patients with oral mucosal lesions. This review maps evidence relevant to discrimination between oral squamous cell carcinoma or oral cancer (OSCC/OC) and...

Jian-Bang Ding, Han-Lan Jiang, Shan-Yue Lin et al. · 0 citations
Open access Sep 2026

Topologically distinct intratumoral heterogeneity scores for predicting high-risk pathological grades in invasive lung adenocarcinoma: A multicenter study across four institutions

High-risk subtypes of invasive lung adenocarcinoma (IAC), particularly micropapillary- or solid-predominant patterns, are closely associated with poor prognosis. This multicenter retrospective study developed and validated a predictive model for the preoperative identification of these high-risk subtypes using topologi...

Shan-Yue Lin, Yu-Dian Mao, Qian He et al. · 0 citations

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