Special Needs & Medical Study ✓ Peer reviewed

[Diagnostic value of infrared thermography combined with support vector machine in preoperative prediction of cervical lymph node metastasis in oral cancer].

Zhonghua er bi yan hou tou jing wai ke za zhi = Chinese journal of otorhinolaryngology head and neck surgery · Song LW, Chen YQ, Pan ZQ, Ma ZH, Hu K, Li JC, Jiang LN · 2026-08-07

Researchers developed a machine learning model combining thermal imaging features with support vector machine analysis to predict cervical lymph node spread in oral cancer, achieving diagnostic accuracy comparable to standard imaging techniques in both internal and independent validation datasets.

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