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Comparative evaluation of machine learning models in predicting overall survival for nasopharyngeal carcinoma using 18F-FDG PET-CT parameters.

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Title: Comparative evaluation of machine learning models in predicting overall survival for nasopharyngeal carcinoma using 18F-FDG PET-CT parameters.
Authors: Lin D; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China., Wu W; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China., Huang Z; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China., Xu S; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China., Li Y; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China., Chen Z; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China., Li Y; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China., Lai J; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China., Lu J; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China. lujvip@126.com., Qiu S; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China. sufangqiu@fjmu.edu.cn.
Source: Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico [Clin Transl Oncol] 2025 Apr; Vol. 27 (4), pp. 1748-1759. Date of Electronic Publication: 2024 Sep 20.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: Springer Italia Country of Publication: Italy NLM ID: 101247119 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1699-3055 (Electronic) Linking ISSN: 1699048X NLM ISO Abbreviation: Clin Transl Oncol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Comparative evaluation of machine learning models in predicting overall survival for nasopharyngeal carcinoma using <superscript>18</superscript>F-FDG PET-CT parameters.
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  Data: <searchLink fieldCode="AU" term="%22Lin+D%22">Lin D</searchLink>; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China.<br /><searchLink fieldCode="AU" term="%22Wu+W%22">Wu W</searchLink>; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China.<br /><searchLink fieldCode="AU" term="%22Huang+Z%22">Huang Z</searchLink>; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China.<br /><searchLink fieldCode="AU" term="%22Xu+S%22">Xu S</searchLink>; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China.<br /><searchLink fieldCode="AU" term="%22Chen+Z%22">Chen Z</searchLink>; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China.<br /><searchLink fieldCode="AU" term="%22Lai+J%22">Lai J</searchLink>; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China.<br /><searchLink fieldCode="AU" term="%22Lu+J%22">Lu J</searchLink>; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China. lujvip@126.com.<br /><searchLink fieldCode="AU" term="%22Qiu+S%22">Qiu S</searchLink>; Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital（Fujian Branch of Fudan University Shanghai Cancer Center）, 420 Fuma Rd, Jin'an District, Fuzhou, Fujian, China. sufangqiu@fjmu.edu.cn.
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        Value: 10.1007/s12094-024-03709-9
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              Text: 2025 Apr
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              Y: 2025
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