# A fusion decision system to identify and grade malnutrition in cancer patients: Machine learning reveals feasible workflow from representative real-world data

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-fusion-decision-system-to-identify-and-grade-malnutrition-in-cancer-patients/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Liangyu Yin,Chunhua Song,Jiuwei Cui,Xin Lin,Na Li,Yang Fan,Ling Zhang,Jie Liu,Feifei Chong,Chang Wang,Tingting Liang,Xiangliang Liu,Li Deng,Wei Li,Mei Yang,Jiami Yu,Xiaojie Wang,Xing Liu,Shoumei Yang,Zheng Zuo,Kaitao Yuan,Miao Yu,Minghua Cong,Zengning Li,Pingping Jia,Suyi Li,Zengqing Guo,Hanping Shi,Hongxia Xu |
| Citations | 49 |
| DOI | 10.1016/j.clnu.2021.06.028 |
| Fields | Medicine |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W3192232155 |
| PMID | 34358843 |
| Type | article |
| Year | 2021 |

## Paper authors

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

## Paper journal

- [Clinical Nutrition](https://scholariq.org/journals/clinical-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/)
- [Inflammatory Biomarkers in Disease Prognosis](https://scholariq.org/topics/inflammatory-biomarkers-in-disease-prognosis/)
- [Nutritional Studies and Diet](https://scholariq.org/topics/nutritional-studies-and-diet/)

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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.