Author

Ding-Hua Li

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Open access Oct 2026

Explainable machine learning integrating CT-derived intratumoral heterogeneity for histological subtype prediction in pure ground-glass lung adenocarcinoma: multicenter validation and transcriptomic characterization

Background Preoperative differentiation of lepidic-predominant adenocarcinoma from other histological subtypes in lung adenocarcinoma presenting as pure ground-glass nodules remains challenging. We evaluated whether a CT-derived intratumoral heterogeneity score provides complementary predictive and biological informati...

Ying-Ru Deng, Jia-Jun Liu, Ding-Hua Li et al. · Frontiers in Molecular Biosc... · 0 citations

#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. · Frontiers in Surgery · 0 citations