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Machine Learning-Driven Risk Stratification and Adjuvant Treatment Guidance in Oral Cavity Cancer.

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Title: Machine Learning-Driven Risk Stratification and Adjuvant Treatment Guidance in Oral Cavity Cancer.
Authors: Costantino A; Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy., Tsur N; Department of Otolaryngology-Head and Neck Surgery, AdventHealth Orlando, Celebration, FL., Uralov D; Department of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, PA., Zhu J; Center for Academic Research Excellence, AdventHealth Research Institute, Orlando, FL., Alamoudi U; Department of Otolaryngology-Head and Neck Surgery, AdventHealth Orlando, Celebration, FL., Spriano G; Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy., Magnuson JS; Department of Otolaryngology-Head and Neck Surgery, AdventHealth Orlando, Celebration, FL.
Source: JCO precision oncology [JCO Precis Oncol] 2026 Mar; Vol. 10, pp. e2500914. Date of Electronic Publication: 2026 Mar 02.
Publication Type: Journal Article
Journal Info: Publisher: American Society of Clinical Oncology Country of Publication: United States NLM ID: 101705370 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2473-4284 (Electronic) Linking ISSN: 24734284 NLM ISO Abbreviation: JCO Precis Oncol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Costantino+A%22">Costantino A</searchLink>; Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Tsur+N%22">Tsur N</searchLink>; Department of Otolaryngology-Head and Neck Surgery, AdventHealth Orlando, Celebration, FL.<br /><searchLink fieldCode="AU" term="%22Uralov+D%22">Uralov D</searchLink>; Department of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, PA.<br /><searchLink fieldCode="AU" term="%22Zhu+J%22">Zhu J</searchLink>; Center for Academic Research Excellence, AdventHealth Research Institute, Orlando, FL.<br /><searchLink fieldCode="AU" term="%22Alamoudi+U%22">Alamoudi U</searchLink>; Department of Otolaryngology-Head and Neck Surgery, AdventHealth Orlando, Celebration, FL.<br /><searchLink fieldCode="AU" term="%22Spriano+G%22">Spriano G</searchLink>; Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Magnuson+JS%22">Magnuson JS</searchLink>; Department of Otolaryngology-Head and Neck Surgery, AdventHealth Orlando, Celebration, FL.
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  Data: <searchLink fieldCode="JN" term="%22101705370%22">JCO precision oncology</searchLink> [JCO Precis Oncol] 2026 Mar; Vol. 10, pp. e2500914. <i>Date of Electronic Publication: </i>2026 Mar 02.
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        Value: 10.1200/PO-25-00914
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              Text: 2026 Mar
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