# Deep learning for differential diagnosis of malignant hepatic tumors based on multi-phase contrast-enhanced CT and clinical data

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/deep-learning-for-differential-diagnosis-of-malignant-hepatic-tumors-based-on/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Ruitian Gao,Shuai Zhao,Kedeerya Aishanjiang,Hao Cai,Ting Wei,Yichi Zhang,Zhikun Liu,Jie Zhou,Bing Han,Jian Wang,Han Ding,Yingbin Liu,Xiao Xu,Zhangsheng Yu,Jinyang Gu |
| Citations | 153 |
| DOI | 10.1186/s13045-021-01167-2 |
| Fields | Engineering,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://jhoonline.biomedcentral.com/track/pdf/10.1186/s13045-021-01167-2 |
| OpenAlex ID | https://openalex.org/W3201700496 |
| PMID | 34565412 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Yichi Zhang](https://scholariq.org/researchers/yichi-zhang/)

## Paper primary topic

- [Radiomics and Machine Learning in Medical Imaging](https://scholariq.org/topics/radiomics-and-machine-learning-in-medical-imaging/)

## Paper topics

- [Radiomics and Machine Learning in Medical Imaging](https://scholariq.org/topics/radiomics-and-machine-learning-in-medical-imaging/)
- [Hepatocellular Carcinoma Treatment and Prognosis](https://scholariq.org/topics/hepatocellular-carcinoma-treatment-and-prognosis/)
- [Advanced X-ray and CT Imaging](https://scholariq.org/topics/advanced-x-ray-and-ct-imaging/)

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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.