Discovery of distinct cancer cachexia phenotypes using an unsupervised machine-learning algorithm - Wu, Hao-Fan; Yan, Jiang-Peng; Wu, Qian; Yu, Zhen; Xu, Hong-Xia; Song, Chun-Hua; Guo, Zeng-Qing; Li, Wei; Xiang, Yan-Jun; Xu, Zhe; Luo, Jie; Cheng, Shu-Qun; et al. (Nutrition (Burbank, Los Angeles County, Calif.), 2024)
Keywords: Algorithms; artificial intelligence; At risk populations; Body mass index; Cachexia; Cachexia - etiology; Cancer; Cancer cachexia; China; Classification; Clinical trials; Cluster analysis; Clustering; Datasets; Hemoglobin; Heterogeneity; Humans; Learning algorithms; Machine Learning; Medical prognosis; Mortality; Neoplasms - complications; Nutrition; Observational studies; Patients; Performance prediction; Phenotype; Phenotypes; Quality of life; Regression analysis; China; Cancer cachexia; Phenotype; Machine learning; Classification