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Department of Otorhinolaryngology, Head and Neck Surgery, Peking University Third Hospital, Beijing, China; Department of Hematology, Peking University Third Hospital, Beijing, China; Department of Oncology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China; Department of Rhinology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China Contributions: (I) Conception and design: L Zhu, Y Zhao, X Ke, M Zhang; (II) Administrative support: L Zhu, Y Zhao; (III) Provision of study materials or patients: L Zhu, Y Zhao, X Ke, M Zhang; (IV) Collection and assembly of data: J Sun, Y Wang, F An; (V) Data analysis and interpretation: J Sun; (VI) Manuscript writing: All authors; (VII) Final approval of manuscript: All authors. Correspondence to: Li Zhu. Huayuan Beilu 49#, Haidian district, Beijing 100191, China. Email: prlizhu@qq.com; Yulin Zhao. Jianshe East Road 1#, Zhengzhou 450052, China. Email: zhaoyulinmail@163.com.

New prognostic models for extranodal natural killer T-cell lymphoma, nasal-type using Cox regression and machine learning