Machine learning-based association analysis of triglyceride-glucose index with melanoma prevalence and all-cause mortality: insights from cross-sectional NHANES 1999-2018 data and an external hospital-based dataset.
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| Title: | Machine learning-based association analysis of triglyceride-glucose index with melanoma prevalence and all-cause mortality: insights from cross-sectional NHANES 1999-2018 data and an external hospital-based dataset. |
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| Authors: | Liang Y; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.; Department of Gastric and Melanoma Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China., Lin K; Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China., Long X; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.; Department of Gastric and Melanoma Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China., Wang Y; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.; Department of Gastric and Melanoma Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China., Liu C; Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China., Xie C; Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China., Wu Q; Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China., Li D; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.; Biotherapy Center, Sun Yat-sen University Cancer Center, Guangzhou, China., Zhao B; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.; Department of Gastric and Melanoma Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China. |
| Source: | Frontiers in nutrition [Front Nutr] 2026 Mar 18; Vol. 13, pp. 1726865. Date of Electronic Publication: 2026 Mar 18 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Media S. A Country of Publication: Switzerland NLM ID: 101642264 Publication Model: eCollection Cited Medium: Print ISSN: 2296-861X (Print) Linking ISSN: 2296861X NLM ISO Abbreviation: Front Nutr Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2296-861X |
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| DOI: | 10.3389/fnut.2026.1726865 |
