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

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/classification-tree-based-machine-learning-to-visualize-and-validate-a-decision/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Liangyu Yin,Xin Lin,Jie Liu,Na Li,Xiumei He,Mengyuan Zhang,Jing Guo,Jian Yang,Li Deng,Yizhuo Wang,Tingting Liang,Chang Wang,Hua Jiang,Zhenming Fu,Suyi Li,Kunhua Wang,Zengqing Guo,Yi Ba,Wei Li,Chunhua Song,Jiuwei Cui,Hanping Shi,Hongxia Xu |
| Citations | 52 |
| DOI | 10.1002/jpen.2070 |
| Fields | Medicine |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W3119073133 |
| PMID | 33415743 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Liangyu Yin](https://scholariq.org/researchers/liangyu-yin/)

## Paper journal

- [Journal of Parenteral and Enteral Nutrition](https://scholariq.org/journals/journal-of-parenteral-and-enteral-nutrition/)

## Paper primary topic

- [Nutrition and Health in Aging](https://scholariq.org/topics/nutrition-and-health-in-aging/)

## Paper topics

- [Nutrition and Health in Aging](https://scholariq.org/topics/nutrition-and-health-in-aging/)
- [Frailty in Older Adults](https://scholariq.org/topics/frailty-in-older-adults/)
- [Body Composition Measurement Techniques](https://scholariq.org/topics/body-composition-measurement-techniques/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.