个人简介

张海仙，四川大学人工智能学院教授、博导，2010年7月毕业于电子科技大学，获应用数学博士学位。2011-2013年于中国科学院成都计算机应用研究所从事博士后研究；2016-2017年于美国俄克拉荷马州立大学做访问研究。在神经网络理论及其应用研究领域发表论文 40 余篇；参与撰写教材《眼视光学与工学融合创新教程》；作为负责人主持国家级项目四项，包括国家自然科学基金重点基金、面上基金、青年基金，国家重点研发计划；主持教育部博士点基金、四川省人工智能创新群体、四川省重大科技专项以及四川省科技支撑计划等省部级项目四项，参与国家及省部级项目 10 余项；获得授权国家发明专利近 20 项，其中以第一发明人获得授权 8 项；曾于2011年获得四川省科技进步一等奖，连续多年被评为四川大学青年骨干教师，并先后获得唐立新教学名师奖、十佳青年教师教学奖、大学生课外科技实践活动优秀指导老师奖、四川大学课堂教学质量优秀奖等荣誉称号。现任四川省人工智能学会常务理事，四川省医用机器人和医学智能化专委会委员、四川省计算机学会大数据专委会委员，四川省医学科技创新研究会眼科分会常务委员。

近期部分论文

1. Luo, Mengyue, Zhang, Haixian, et al."IgG4-QPC: Quantitative Pathology-Consistent Virtual Staining from H&E to IgG4."MICCAI.2026. accepted.

2. Mao, Yiji, Zhang, Haixian, et al."Asymmetric Matching in Abdominal Lymph Nodes of Follow-up CT Scans." International Conference on Medical Image Computing and Computer-Assisted Intervention. 2025.

3. Xie, Min, Zhang, Haixian, et al. "An intelligent system of predicting lymph node metastasis in colorectal cancer using 3D CT scans." International Journal of Intelligent Systems 2024.1 (2024): 7629441.

4. Zhang, Yi, Zhang, Haixian, et al. "From single to universal: tiny lesion detection in medical imaging." Artificial Intelligence Review 57.8 (2024): 192.

5. Xu, Xiuyuan, Zhang, Haixian, et al. "A forward learning algorithm for neural memory ordinary differential equations." International Journal of Neural Systems 34.09 (2024): 2450048.

6. Hu, Junjie, Zhang, Haixian, et al. "Incorporating Adaptive Sparse Graph Convolutional Neural Networks for Segmentation of Organs at Risk in Radiotherapy." International Journal of Intelligent Systems 2024.1 (2024): 1728801.

7. Chen, Jie, Zhang, Haixian, et al. "Spectral embedding fusion for incomplete multiview clustering." IEEE Transactions on Image Processing 33 (2024): 4116-4130.

8. Zhang, Yi, Zhang, Haixian, et al. "Faot-net: A 1.5-stage framework for 3d pelvic lymph node detection with online candidate tuning." IEEE Transactions on Medical Imaging 43.3 (2023): 1180-1190.

9. Hu, Junjie, Zhang, Haixian, et al. "Enhancing robustness of medical image segmentation model with neural memory ordinary differential equation." International Journal of Neural Systems 33.12 (2023): 2350060.

10. Liu, Yuhang, Zhang, Haixian, et al. "TransUNet+: Redesigning the skip connection to enhance features in medical image segmentation." Knowledge-Based Systems 256 (2022): 109859.

11. Wang, Han, Zhang, Haixian, et al. "An intelligent system of pelvic lymph node detection." International Journal of Intelligent Systems 36.8 (2021): 4088-4116.