姜娓娓

山东烟台人，博士，副教授，硕士生导师。2010年于浙江大学控制科学与技术学院获得硕士学位，2015年在香港理工大学获得博士学位。主要研究方向为计算机视觉、机器学习及医学图像处理。先后主持国家自然科学基金、浙江省自然科学基金等科研项目多项，在国内外期刊会议发表论文三十余篇，获授权国内外发明专利多项。

本人与浙江大学医学院附属第二医院、浙江大学医学院附属儿童医院保持紧密合作，研究课题紧密结合临床需求。有2026年硕士生招生名额，欢迎对医学图像处理、计算机辅助临床问题研究感兴趣的同学通过邮件与我联系！

1. 国家自然科学基金青年项目：青少年特发性脊柱侧凸矢状面特性的三维超声评估方法研究（项目批准号：61701442），2018.1-2020.12，25万元（结题），主持

2. 浙江省自然科学基金：面向脊柱微创手术无辐射导航的超声智能扫描成像与定征关键技术（项目批准号：LY20H180006），2020.1-2022.12，10万元（结题），主持

3. 企业横向项目：彩色印刷质量检测系统，2023.06-2026.06，110万元（在研），主持

4. 企业横向项目：烟丝图像处理软件开发，2023.02-2024.02,10万元（结题），主持

5. 广东省重点实验室开放基金：基于三维超声成像的青少年特发性脊柱侧凸矢状面特性评估方法研究，2022.06-2024.06,6万元（结题），主持

6. 浙江省尖兵/领雁项目：现代化中医诊疗设备研发-基于中医推拿理论与专家手法模拟算法的智能机器人研制，2022.01-2024.12，600万（结题），参与

7. 企业横向项目：分布式AI 智能标注与训练平台系统研发，2026.01-2027.12,100万元（在研），参与

发表文章

1. Weiwei Jiang, Xiuxian Wang, Xianpeng Liu, Jie Chen, Huiling Wu, Hujun Wu, Fang Jin, Xiaofen Tao, Lei Wu. ScaleProto-DETR: An automatic detection model for pediatric bronchoalveolar lavage fluid cells, Biomedical Signal Processing and Control, 2026, 114: 109337.

2. Weiwei Jiang, Yingyu Qin, Xiaoyan Wang, Qiuju Chen, Qiu Guan, Minhua Lu. CycleH-CUT: an unsupervised medical image translation method based on cycle consistency and hybrid contrastive learning, Physics In Medicine and Biology, 2025, 70(5): 055014.

3. Weiwei Jiang, Xingjian Chen, Yike He, Xiuxian Wang, Songyu Hu, Minhua Lu. Semi-supervised method for visual detection of automotive paint defects, Measurement Science and Technology, 2024, 35(8): 085902.

4. Weiwei Jiang, Qiaolin Xie, Yingyu Qin, Xiaojun Ye, Xiaoyan Wang, Yongping Zheng. A novel method for spine ultrasound and X-ray radiograph registration, Ultrasonics, 2023, 133: 107018.

5. Weiwei Jiang, Chaohao Yu, Xianting Chen, Yongping Zheng, Cong Bai. Ultrasound to X-ray synthesis generative attentional network (UXGAN) for adolescent idiopathic scoliosis, Ultrasonics, 2022, 126: 106819.

6. Weiwei Jiang, Xianting Chen, Chaohao Yu. A real‐time freehand 3D ultrasound imaging method for scoliosis assessment. Journal of applied clinical medical physics, 2022, 23(8): e13709.

7. Weiwei Jiang, Fang Mei, Qiaolin Xie. Novel automated spinal ultrasound segmentation approach for scoliosis visualization. Frontiers in Physiology, 2022, 13: 1051808.

8. Jingyu Zhang, Tianjian Liu, Yunjiang Wang, Weiwei Jiang, Keji Yang, Haoran Jin, Yongjian Zhu. Self-adaptive ultrasound scanning system for imaging human spine. IEEE Transactions on Industrial Electronics, 2021, 69(1): 570-581.

9. Guangquan Zhou, Dongsheng Li, Ping Zhou, Weiwei Jiang, Yongping Zheng. Automating spine curvature measurement in volumetric ultrasound via adaptive phase features. Ultrasound in medicine & biology, 2020, 46(3): 828-841.

10. Weiwei Jiang, Xinxin Zhong, Guangquan Zhou, Guan Qiu, Yongping Zheng, Shengyong Chen. An automatic measurement method of spinal curvature on ultrasound coronal images in adolescent idiopathic scoliosis. Mathematical Biosciences and Engineering, 2020, 17(1): 776-788.

11.  Timothy Tin Yan Lee, Weiwei Jiang, Connie Lok kan Cheng, Kelly Ka Lee Lai, Michael Kai Tsun To, Rene M. Castelein, Jason Pui Yin Cheung, Yongping Zheng. A novel method to measure the sagittal curvature in spinal deformities: the reliability and feasibility of 3-D ultrasound imaging. Ultrasound in Medicine and Biology, 2019, 45(10): 2725-2735.

12. Weiwei Jiang, Guangquan Zhou, Kelly Ka Lee Lai, Songyu Hu, Qingyu Gao, Xiaoyan Wang, Yongping Zheng. A fast 3D ultrasound projection imaging method for scoliosis assessment. Mathematical Biosciences and Engineering, 2019, 16(3): 1067-1081.

13. Guangquan Zhou, Dongsheng Li, Ping Zhou, Weiwei Jiang, Yongping Zheng. Automating spine curvature measurement in volumetric ultrasound via adaptive phase features. Ultrasound in Medicine and Biology, 2019, 46(3): 828-841.

14. Weiwei Jiang, Connie Lok kan Cheng, Jason Pui Yin Cheung, Dino Samartzis, Kelly Ka Lee Lai, Michael Kai Tsun To, Yongping Zheng. Patterns of coronal curve changes in forward bending posture: a 3D ultrasound study of adolescent idiopathic scoliosis patients. European Spine Journal, 2018, 27: 2139-2147.

15. Guangquan Zhou, Weiwei Jiang, Kalee Lai, Yongping Zheng. Automatic measurement of spine curvature on 3-D ultrasound volume projection image with phase features. IEEE Transactions on Medical Imaging, 2017, 36: 1250-1262.

授权专利

1. 姜娓娓, 钟鑫鑫, 高情毓，刘天健，朱永坚，杨克己. 一种基于脊柱超声冠状面图像的自动化椎体识别方法. 中国发明专利，ZL201811529726.9.

2. 姜娓娓, 解乔林. 一种高稳定性的脊柱超声与X 光图像配准方法. 中国发明专利, ZL202310088595.X.

3. 姜娓娓, 余超豪. 基于超声冠状面图像的无辐射X光图像生成方法及装置, 中国发明专利, ZL202210028322.1.

4. 姜娓娓; 陈贤挺; 一种基于超声冠状面图像的X光图像配准方法及装置, 2025-06-17, 中国发明专利, ZL202210028320.2.

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主讲本科生《C++程序设计》、《传感器与检测技术》等课程

指导本科生获得“互联网+”大学生创新创业大赛2022年省级银奖。