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The potential of machine learning models to identify malnutrition diagnosed by GLIM combined with NRS-2002 in colorectal cancer patients without weight loss information.
Wu T, Xu H, Li W, Zhou F, Guo Z, Wang K, Weng M, Zhou C, Liu M, Lin Y, Li S, He Y, Yao Q, Shi H, Song C; Investigation on Nutrition Status and its Clinical Outcome of Common Cancers (INSCOC) Group. Wu T, et al. Among authors: song c. Clin Nutr. 2024 May;43(5):1151-1161. doi: 10.1016/j.clnu.2024.04.001. Epub 2024 Apr 5. Clin Nutr. 2024. PMID: 38603972
A fusion decision system to identify and grade malnutrition in cancer patients: Machine learning reveals feasible workflow from representative real-world data.
Yin L, Song C, Cui J, Lin X, Li N, Fan Y, Zhang L, Liu J, Chong F, Wang C, Liang T, Liu X, Deng L, Li W, Yang M, Yu J, Wang X, Liu X, Yang S, Zuo Z, Yuan K, Yu M, Cong M, Li Z, Jia P, Li S, Guo Z, Shi H, Xu H; Investigation on Nutrition Status and Clinical Outcome of Common Cancers (INSCOC) Group. Yin L, et al. Among authors: song c. Clin Nutr. 2021 Aug;40(8):4958-4970. doi: 10.1016/j.clnu.2021.06.028. Epub 2021 Jul 3. Clin Nutr. 2021. PMID: 34358843
Low fat mass index outperforms handgrip weakness and GLIM-defined malnutrition in predicting cancer survival: Derivation of cutoff values and joint analysis in an observational cohort.
Yin L, Song C, Cui J, Wang N, Fan Y, Lin X, Zhang L, Zhang M, Wang C, Liang T, Ji W, Liu X, Li W, Shi H, Xu H; Investigation on Nutrition Status and Clinical Outcome of Common Cancers (INSCOC) Group. Yin L, et al. Among authors: song c. Clin Nutr. 2022 Jan;41(1):153-164. doi: 10.1016/j.clnu.2021.11.026. Epub 2021 Nov 24. Clin Nutr. 2022. PMID: 34883304
Identifying cancer cachexia in patients without weight loss information: machine learning approaches to address a real-world challenge.
Yin L, Cui J, Lin X, Li N, Fan Y, Zhang L, Liu J, Chong F, Wang C, Liang T, Liu X, Deng L, Yang M, Yu J, Wang X, Cong M, Li Z, Weng M, Yao Q, Jia P, Guo Z, Li W, Song C, Shi H, Xu H. Yin L, et al. Among authors: song c. Am J Clin Nutr. 2022 Nov;116(5):1229-1239. doi: 10.1093/ajcn/nqac251. Epub 2023 Feb 10. Am J Clin Nutr. 2022. PMID: 36095136 Free article.
Comparison of the performance of the GLIM criteria, PG-SGA and mPG-SGA in diagnosing malnutrition and predicting survival among lung cancer patients: A multicenter study.
Huo Z, Chong F, Yin L, Li N, Liu J, Zhang M, Guo J, Fan Y, Zhang L, Lin X, Zhang H, Shi M, He X, Lu Z, Fu Z, Guo Z, Li Z, Zhou F, Chen Z, Ma H, Zhou C, Chen J, Wu X, Li T, Zhao Q, Weng M, Yao Q, Liu M, Yu H, Zheng J, Cui J, Li W, Song C, Shi H, Xu H; Investigation on Nutrition Status and Clinical Outcome of Common Cancers (INSCOC) Group. Huo Z, et al. Among authors: song c. Clin Nutr. 2023 Jun;42(6):1048-1058. doi: 10.1016/j.clnu.2023.04.021. Epub 2023 Apr 27. Clin Nutr. 2023. PMID: 37178592
Nutritional status and survival of 8247 cancer patients with or without diabetes mellitus-results from a prospective cohort study.
Cong M, Zhu W, Wang C, Fu Z, Song C, Dai Z, Yao K, Guo Z, Lin Y, Shi Y, Hu W, Ba Y, Li S, Li Z, Wang K, Wu J, He Y, Yang J, Xie C, Song X, Chen G, Ma W, Luo S, Chen Z, Ma H, Zhou C, Wang W, Luo Q, Shi Y, Qi Y, Jiang H, Guan W, Chen J, Chen J, Fang Y, Zhou L, Feng Y, Tan R, Li T, Ou J, Zhao Q, Wu J, Deng L, Lin X, Yang L, Xu H, Li W, Yu L, Shi H; Investigation on Nutrition Status, Clinical Outcome of Common Cancers (INSCOC) Group. Cong M, et al. Among authors: song x, song c. Cancer Med. 2020 Oct;9(20):7428-7439. doi: 10.1002/cam4.3397. Epub 2020 Aug 19. Cancer Med. 2020. PMID: 32813914 Free PMC article.
Nutritional assessment and risk factors associated to malnutrition in patients with esophageal cancer.
Cao J, Xu H, Li W, Guo Z, Lin Y, Shi Y, Hu W, Ba Y, Li S, Li Z, Wang K, Wu J, He Y, Yang J, Xie C, Zhou F, Song X, Chen G, Ma W, Luo S, Chen Z, Cong M, Ma H, Zhou C, Wang W, Qi Luo, Shi Y, Qi Y, Jiang H, Guan W, Chen J, Chen J, Fang Y, Zhou L, Feng Y, Tan R, Ou J, Zhao Q, Wu J, Xin Lin, Yang L, Fu Z, Wang C, Deng L, Li T, Song C, Shi H; Investigation on Nutrition Status and Clinical Outcome of Common Cancers (INSCOC) Group, Chinese Society of Nutritional Oncology. Cao J, et al. Among authors: song x, song c. Curr Probl Cancer. 2021 Feb;45(1):100638. doi: 10.1016/j.currproblcancer.2020.100638. Epub 2020 Aug 14. Curr Probl Cancer. 2021. PMID: 32829957 Review.
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