个人简介

2003.09--2008.07 南华大学医学影像学专业本科

2008.09--2011.06 南方医科大学影像医学与核医学专业硕士研究生

2011.08--2015.12 广东省人民医院放射科医师

2015.09--2018.06南方医科大学影像医学与核医学专业博士研究生

2015.12--2020.03 广东省人民医院心导管室主治医师

2020.3-- 广东省人民医院心导管室副主任医师

2021.04--广东省人民医院心导管室副主任

研究方向

心血管病人工智能诊断

代表性论著

1. Xu X^#, Jia Q^#, Yuan H^#, Qiu H^#, Dong Y, Xie W, Yao Z, Zhang J, Nie Z, Li X, Shi Y, Zou JY^*, Huang M^*, Zhuang J^*. A clinically applicable AI system for diagnosis of congenital heart diseases based on computed tomography images. Medical Image Analysis 2023, 90: 102953.

2. Jia Q^#, Hu T^#, Dong Y, Huang Y, Huang M^*, Zhang B^*. The incremental value of invasive coronary angiographic characteristics in predicting the success of retrograde chronic total occlusion percutaneous coronary intervention via invisible collateral channels. Quant Imaging Med Surg. 2026 Jan 1;16(1):30. doi: 10.21037/qims-2025-135

3. Xi Y^#, Huang L^#, Hao J^#, Luo C, Li J, Dong Y, Lin G, Zhuang J, Jia Q^*, Huang M^*. Predictive performance of the perivascular fat attenuation index for interventional antegrade percutaneous coronary intervention for chronic total occlusion. European Radiology. 2023 May;33(5):3041-3051.

4. Xu X^#, Zhang J, Liu J^#, Ding Y, Wang T, Qiu H^#, Yuan H, Zhuang J, Xie W, Dong Y, Jia Q^*, Huang M^*, Shi Y. Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images. ACM Journal on Emerging Technologies in Computing Systems 2021, 17(4): 1-16.

5. Xie W^#, Yao Z^#, Ji E, Qiu H, Chen Z, Guo H, Zhuang J, Jia Q^*, Huang M^*. Artificial Intelligence–based Computed Tomography Processing Framework for Surgical Telementoring of Congenital Heart Disease. ACM Journal on Emerging Technologies in Computing Systems 2021, 17(4): 1-24.

6. Huang L, Que L, Xi Y, Zhuang J, Yuan H, Liu H, Li J, Dong Y, Jia Q^*, Lin J^*. Myocardial Mechanics Parameters That Predict Left Ventricular Outflow Tract Obstruction in Patients With Hypertrophic Cardiomyopathy: A Cardiovascular Magnetic Resonance Feature Tracking Analysis. Journal of Computer Assisted Tomography 2021, 45(1): 65-72.

7. Jia Q, Cen J, Li J, Zhuang J, Liu H, Zhang Q, Liu X, Huang M^*, Liang C^*. Anatomy of the retro-oesophageal major aortopulmonary collateral arteries in patients with pulmonary atresia with ventricular septal defect: results from preoperative CTA. European Radiology 2018, 28(7): 3066-3074.

8. Jia Q^#, Cen J^#, Zhuang J, Zhong X, Liu X, Li J, Liang C^#, Huang M^*. Significant survival advantage of high pulmonary vein index and the presence of native pulmonary artery in pulmonary atresia with ventricular septal defect and major aortopulmonary collateral arteries: results from preoperative computed tomography angiography. European Journal of Cardio-Thoracic Surgery 2017, 52(2): 225-232.

9. Jia Q, Zhuang J, Jiang J, Li J, Huang M^*, Liang C^*. Image quality of ct angiography using model-based iterative reconstruction in infants with congenital heart disease: Comparison with filtered back projection and hybrid iterative reconstruction. European Journal of Radiology 2017, 86: 190-197.

10. Jia Q^#, Chen Z^#, Jiang X, Zhao Z^*, Huang M^*, Li J, Zhuang J, Liu X, Hu T, Liang W. Operator Radiation and the Efficacy of Ceiling-Suspended Lead Screen Shielding during Coronary Angiography: An Anthropomorphic Phantom Study Using Real-Time Dosimeters. Scientific Reports 2017, 7: 42077.

11. Jia Q, Zhang S, Chen W, Liang L, Zhou Z, Qiu Q, Liu Z, Zeng Q, Liang C^*. Initial experience of correlating parameters of intravoxel incoherent motion and dynamic contrast-enhanced magnetic resonance imaging at 3.0 T in nasopharyngeal carcinoma. European Radiology 2014, 24(12): 3076-3087.

12. Dong Y^#, Que L^#, Jia Q, Xi Y, Zhuang J, Li J, Liu H, Chen W^*, Huang M^*. Predicting reintervention after thoracic endovascular aortic repair of Stanford type B aortic dissection using machine learning. European Radiology 2022, 32(1): 355-367.

13. Huang L^#, Li J^#, Huang M, Zhuang J, Yuan H, Jia Q, Zeng D, Que L, Xi Y, Lin J^*, Dong Y^*. Prediction of pulmonary pressure after Glenn shunts by computed tomography-based machine learning models. European Radiology 2020, 30(3): 1369-1377.

14. Yu Y^#, Wang Y^#, Yang M, Huang M, Li J, Jia Q, Zhuang J, Huang L^*. Evaluating the severity of aortic coarctation in infants using anatomic features measured on CTA. European Radiology 2021, 31(3): 1216-1226.

15. Xu X^*, Wang T, Shi Y, Yuan H, Jia Q, Huang M, Zhuang J.Whole heart and great vessel segmentation in congenital heart disease using deep neural networks and graph matching. In Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part II 22 (pp. 477-485). Springer International Publishing.

16. Xu X, Qiu H, Jia Q, Dong Y, Yao Z, Xie W,Guo H, Yuan H, Zhuang J, Huang M^*, Shi Y. AI-CHD: an AI-based framework for cost-effective surgical telementoring of congenital heart disease. Communications of the ACM, 2021, 64(12): 66-74.

17. Chen Y^#, Xie W^#, Zhang J^#, Qiu H^#, Zeng D, Shi Y, Yuan H, Zhuang J, Jia Q, Zhang Y, Dong Y^*, Huang M^*, Xu X^*. Myocardial Segmentation of Cardiac MRI Sequences With Temporal Consistency for Coronary Artery Disease Diagnosis. Frontiers in Cardiovascular Medicine, 2022, 9: 804442.

18. Yao Z^#, Xie W^#, Zhang J^#, Dong Y^#, Qiu H, Yuan H, Jia Q, Wang T, Shi Y, Zhuang J^*, Que L^*, Xu X^*, Huang M^*. ImageTBAD: A 3D Computed Tomography Angiography Image Dataset for Automatic Segmentation of Type-B Aortic Dissection. Frontiers in Physiology, 2021, 12: 732711.

19. Zhang J^#, Zhang Y^*, Qiu H^#, Xie W^#, Yao Z^#, Yuan H, Jia Q, Wang T, Shi Y, Huang M^*, Zhuang J^*, Xu X^*. Pyramid-Net: Intra-layer Pyramid-Scale Feature Aggregation Network for Retinal Vessel Segmentation. Frontiers in Medicine, 2021, 8: 761050.

代表性课题

1. 广东省医学科学技术研究基金项目，A2018039，多层螺旋CT对肺动脉闭锁合并室间隔缺损（PA-VSD）形态学评估及预后研究，2018.07-2020.06，已结题，主持

2. 广东省基础与应用基础研究基金，2022A1515010157，面向室间隔心肌切除术的多模态图像智能融合与可视化方法研究，2022.01.01-2024.12.31，已结题，参与

3. 国家自然科学基金面上项目，81571664，鼻咽癌乏氧微环境影像学评估体系的构建及抑制HIF-1α改善乏氧放疗增敏分子机制研究，2016.01-2019.12，已结题，参与

4. 国家自然科学基金面上项目，30970798，超顺磁氧化铁标记对干细胞铁调节蛋白/铁反应元件系统的影响，2010.01-2012.12，已结题，参与

5. 广州市基础与应用基础研究项目，202102080188，功能MRI定量影像生物标记在心肌缺血再灌注损伤微循环功能障碍早期评估的研究，2021.4.1—2023.3.31，已结题，参与

6. 广东省医学科学技术研究基金项目，A2019182，三维负荷超声心动图提高射血分数保留的低流量低压差重度主动脉瓣狭窄患者检出率的研究，2019.7- 2021.6，已结题，参与

学术任职

1. 广东省广东省辐射防护协会医学辐射防护专业委员会常委

2. 广东省生物医学工程学会医疗机器人与人工智能分会常委

3. 广东省医师协会医学影像技师分会青年医师工作组副组长

执教课程（课程及教材建设）

放射诊断学