以第一/通讯（含共同）作者在EClinicalMedicine、Eur J Nucl Med Mol Imaging、Gastric Cancer等权威期刊上发表SCI论文14篇，主持国自然基金1项，授权发明专利1项、实用新型专利7项和软件著作权4项，2021年获广东省科技进步奖一等奖、2022年获中华医学科技奖三等奖。主要研究方向为医学影像人工智能模型的构建，为肿瘤患者诊断、治疗及预后评估提供精准医疗手段；通过多种机器学习方法实现人工智能临床预测模型最优化，为肿瘤患者临床精准化治疗提供重要参考。

2012.09 - 2017.06               广州医科大学             医学影像学 | 本科

2017.09 - 2020.06               暨南大学                    影像医学与核医学 | 专业型硕士

2020.09 - 2023.06               暨南大学                    影像医学与核医学 | 专业型博士

2023.07-至今  暨南大学附属第一医院

主要研究方向为医学影像人工智能模型的构建，为肿瘤患者诊断、治疗及预后评估提供精准医疗手段；通过多种机器学习方法实现人工智能临床预测模型最优化，为肿瘤患者临床精准化治疗提供重要参考。

1.      Chen Q, Zhang L, Mo X, You J, Chen L, Fang J, Wang F, Jin Z, Zhang B, Zhang S. Current status and quality of radiomic studies for predicting immunotherapy response and outcome in patients with non-small cell lung cancer: a systematic review and meta-analysis. Eur J Nucl Med Mol Imaging. 2021 Aug 17. 

2.      Chen Q, Zhang B, Yang J, Mo X, Zhang L, Li M, Chen Z, Fang J, Wang F, Huang W, Fan R, Zhang S. Predicting Intensive Care Unit Length of Stay After Acute Type A Aortic Dissection Surgery Using Machine Learning. Front Cardiovasc Med. 2021 Jul 12;8:675431.

3.      Chen Q, Chen L, Liu S, Chen L, Li M, Chen Z, You J, Zhang B, Zhang S. Three-Dimensional CT for Quantification of Longitudinal Lung and Pneumonia Variations in COVID-19 Patients. Front Med (Lausanne). 2021 Mar 25;8:643917.

4.      Chen Q, Zhang L, Liu S, et al. Radiomics in precision medicine for gastric cancer: opportunities and challenges [published online ahead of print, 2022 Mar 22]. Eur Radiol. 2022;10.1007/s00330-022-08704-8. 

5.      Chen Q, Zhang B, Dong Y, Mo X, Zhang L, Xia J, Zhang J, Zhang S. Intra-arterial chemotherapy as primary or secondary treatment for infants diagnosed with advanced retinoblastoma before 3 months of age. BMC Cancer. 2019. 19, 693.

6.      Chen Q, Zhang B, Dong Y, Mo X, Zhang L, Huang W, Jiang H, Xia J, Zhang S. Comparison between intravenous chemotherapy and intra-arterial chemotherapy for retinoblastoma: a meta-analysis. BMC Cancer. 2018, 18: 486. 

7.      Chen Q, Zhang B, Dong Y, Mo X, Zhang L, Xia J, Zhang J, Zhang S. Evaluating primary intra-arterial chemotherapy versus intravenous plus intra-arterial chemotherapy for advanced intraocular retinoblastoma. Cancer Chemother Pharmacol. 2020 Apr;85(4):723-730. 

8.      Zhang Y, Chen Q (共一), Liang Y, Dong Y, Mo X, Zhang L, Zhang B. Insulin use and fraCTure risk in patients with type 2 diabetes: A meta-analysis of 138,690 patients. Exp Ther Med. 2019;17(5):3957-3964. 

9.      Han Z, Chen Q (共一), Zhang L, et al. Radiogenomic association between the T2-FLAIR mismatch sign and IDH mutation status in adult patients with lower-grade gliomas: an updated systematic review and meta-analysis. Eur Radiol. 2022;32(8):5339-5352. 

10.   Zhang L, Wu L, Chen Q (共一), Zhang B, Liu J, Liu S, Mo X, Li M, Chen Z, Chen L, You J, Jin Z, Chen X, Zhou Z, Zhang S. Predicting hyperprogressive disease in patients with advanced hepatocellular carcinoma treated with anti-programmed cell death 1 therapy. EClinicalMedicine. 2020 Dec 13;31:100673. 

11.   Huang Y, Zhang B, Zheng J, Ma X, Zhang S, Chen Q (通讯). Diagnostic Performance of Magnetic Resonance Angiography for Artery Stenosis After Kidney Transplant: A Systematic Review and Meta-Analysis. Acad Radiol. 2023 Sep;30(9):2021-2030.

12.   Chen Q, Xiao H, Zhang L, You J, Jin Z, Zhang B. Association between adjuvant chemotherapy and survival in stage I gastric cancer patients after curative resection. Gastroenterol Rep (Oxf). 2023;11:goad070. Published 2023 Dec 5. 

13.   Chen Q, Fu B, Yang J, Jin Z, Zhang L, Fan R, Zhang B, Zhang S. PO-AKID-teller: An interpretable machine learning tool for predicting acute kidney injury requiring dialysis after acute type A aortic dissection surgery. MedComm-Future Medicine. https://doi.org/10.1002/mef2.77. Published 2024 March 26.

14.   Chen Q, Jian L, Xiao H, Zhang B, Yu X, Lai B, Wu X, You J, Jin Z, Yu L, Zhang S. Transformer-based skeletal muscle deep-learning model for survival prediction in gastric cancer patients after curative resection. Gastric Cancer. 2025 Apr 15. doi: 10.1007/s10120-025-01614-w.

1. 2024年暨南大学中央高校基本科研业务费（自然科学）青年基金项目（21624304）；

2. 2025年度基础与应用基础研究专题（青年博士“启航”方向）项目（2025A04J3480）；

3. 2025年国家自然科学基金青年项目（82402262）。

Medical Imaging