Classification Tree-Based Machine Learning to Visualize and Validate a Decision Tool for Identifying Malnutrition in Cancer Patients.

Liangyu YinXin LinJie LiuNa LiXiumei HeMengyuan ZhangJing GuoJian YangLi DengYizhuo WangTingting LiangChang WangHua JiangZhenming FuSuyi LiKunhua WangZengqing GuoYi BaWei LiChunhua SongJiuwei CuiHan Ping Shi Hong-Xia Xunull null

Published in: JPEN. Journal of parenteral and enteral nutrition (2021)

Using the machine learning, we visualized and validated a decision tool based on the GLIM criteria that can be conveniently used to accelerate the pretreatment identification of malnutrition in patients with cancer.

Keyphrases

machine learning
artificial intelligence
big data
deep learning
decision making