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Interpretable survival network for progression risk analysis of multimodality imaging biomarkers in poor-prognosis head and neck cancers

Abstract This study explores the predictive utility of multi-time point, multi-modality quantitative imaging biomarkers (QIBs) and clinical factors in patients with poor-prognosis head and neck cancers (HNCs) using interpretable machine learning. We examined 93 patients with p16 + oropharyngeal squa...

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主要な著者: Lise Wei, Madhava P. Aryal, Choonik Lee, Jennifer L. Shah, Michelle L. Mierzwa, Yue Cao
フォーマット: Artigo
言語:Inglês
出版事項: Nature Portfolio 2024-12-01
シリーズ:Scientific Reports
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オンライン・アクセス:https://doi.org/10.1038/s41598-024-80815-2
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