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Classification Tree-Based Machine Learning to Visualize and Validate a Decision Tool for Identifying Malnutrition in Cancer Patients.
Yin L, Lin X, Liu J, Li N, He X, Zhang M, Guo J, Yang J, Deng L, Wang Y, Liang T, Wang C, Jiang H, Fu Z, Li S, Wang K, Guo Z, Ba Y, Li W, Song C, Cui J, Shi H, Xu H; Investigation on Nutrition Status and Clinical Outcome of Common Cancers (INSCOC) Group. Yin L, et al. Among authors: liu j. JPEN J Parenter Enteral Nutr. 2021 Nov;45(8):1736-1748. doi: 10.1002/jpen.2070. Epub 2021 Mar 15. JPEN J Parenter Enteral Nutr. 2021. PMID: 33415743
Evaluation of the Global Leadership Initiative on Malnutrition Criteria Using Different Muscle Mass Indices for Diagnosing Malnutrition and Predicting Survival in Lung Cancer Patients.
Yin L, Lin X, Li N, Zhang M, He X, Liu J, Kang J, Chen X, Wang C, Wang X, Liang T, Liu X, Deng L, Li W, Song C, Cui J, Shi H, Xu H. Yin L, et al. Among authors: liu j, liu x. JPEN J Parenter Enteral Nutr. 2021 Mar;45(3):607-617. doi: 10.1002/jpen.1873. Epub 2020 Jun 1. JPEN J Parenter Enteral Nutr. 2021. PMID: 32386328
Is hand grip strength a necessary supportive index in the phenotypic criteria of the GLIM-based diagnosis of malnutrition in patients with cancer?
Yin L, Lin X, Zhao Z, Li N, He X, Zhang M, Yang J, Guo Z, Li Z, Wang K, Weng M, Cong M, Li S, Li T, Ma H, Ba Y, Li W, Cui J, Liu J, Song C, Shi H, Xu H. Yin L, et al. Among authors: liu j. Support Care Cancer. 2021 Jul;29(7):4001-4013. doi: 10.1007/s00520-020-05975-z. Epub 2021 Jan 4. Support Care Cancer. 2021. PMID: 33398429
Development and validation of a rapid-decision pathway to diagnose malnutrition in patients with lung cancer.
Yin L, Liu J, Lin X, Li N, Shi M, Zhang H, Guo J, Chen X, Wang C, Wang X, Liang T, Liu X, Deng L, Li W, Fu Z, Song C, Cui J, Shi H, Xu H; Investigation on Nutrition Status and Clinical Outcome of Common Cancers Group. Yin L, et al. Among authors: liu j, liu x. Nutrition. 2021 Apr;84:111102. doi: 10.1016/j.nut.2020.111102. Epub 2020 Dec 5. Nutrition. 2021. PMID: 33453621
Fat mass assessment using the triceps skinfold thickness enhances the prognostic value of the Global Leadership Initiative on Malnutrition criteria in patients with lung cancer.
Yin L, Fan Y, Lin X, Zhang L, Li N, Liu J, Guo J, Zhang M, He X, Liu L, Zhang H, Shi M, Chong F, Chen X, Wang C, Wang X, Liang T, Liu X, Deng L, Li W, Song C, Cui J, Shi H, Xu H; Investigation on Nutrition Status and Clinical Outcome of Common Cancers (INSCOC) Group. Yin L, et al. Among authors: liu j, liu x, liu l. Br J Nutr. 2022 May 28;127(10):1506-1516. doi: 10.1017/S0007114521002531. Epub 2021 Jul 5. Br J Nutr. 2022. PMID: 34218831
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: liu j, liu x. 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
Several anthropometric measurements and cancer mortality: predictor screening, threshold determination, and joint analysis in a multicenter cohort of 12138 adults.
Yin L, Zhang L, Li N, Guo J, Liu L, Lin X, Fan Y, Liu J, Zhang M, Chong F, Chen X, Wang C, Wang X, Liang T, Liu X, Deng L, Li W, Yang M, Yu J, Wang X, Liu X, Yang S, Zuo Z, Yuan K, Yu M, Song C, Cui J, Li S, Guo Z, Shi H, Xu H. Yin L, et al. Among authors: liu j, liu x, liu l. Eur J Clin Nutr. 2022 May;76(5):756-764. doi: 10.1038/s41430-021-01009-x. Epub 2021 Sep 28. Eur J Clin Nutr. 2022. PMID: 34584226
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: liu j, liu x. 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.
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