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Open access Sep 2026

MRI-based radiomics combined with clinical indicators for preoperative prediction of cervical lymph node metastasis in oral squamous cell carcinoma

To develop and validate a nomogram that integrates magnetic resonance imaging (MRI) radiomic features with clinical indicators, including the platelet-to-lymphocyte ratio (PLR) and depth of invasion (DOI), for the preoperative prediction of cervical lymph node metastasis (LNM) in oral squamous cell carcinoma (OSC...

Wei Zhou, Qian Wang, Hui Peng et al. · 0 citations
Open access Jul 2026

Prediction of axillary lymph node metastasis using a transformer model and multi-omics validation in breast cancer.

It is suggested that the stacking model holds promise as a noninvasive decision-support tool that may complement, rather than replace, current clinical staging practices, however, integration into clinical workflows requires prospective validation.

Xiaodong Liu, Fan Li, Ye Xiang et al. · 0 citations

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