邮箱：tiansukun169@163.com

地址：北京市海淀区学院路38号

个人简介

田素坤，男，工学博士（后），北京大学口腔医学院副研究员、博士生导师，中国机械工程学会高级会员、中国人工智能学会会员；主持国家重点研发计划课题、国自然青年基金等6项；以第一/通讯作者在IEEE TMI、JBHI、TIM等期刊SCI/EI论文25篇，ESI高被引和封底论文各1篇；担任Artificial Intelligence in Health期刊编委；申请发明专利20项（授权10项、转化1项）、软著5项；获第48、49届日内瓦国际发明展金奖、中华口腔医学会科技奖二等奖等10项，（个人主页：https://sukhum169.github.io/）。

主要研究方向

医学人工智能辅助诊断与仿生智能设计制造关键技术

代表性科研项目

1) 国家自然科学基金委员会, 青年科学基金项目, 52105265, 深度生成对抗网络辅助全冠修复体智能化设计技术研究, 2022-01-01 至 2024-12-31, 30万元, 在研, 主持

2) 北京市自然科学基金委员会, 北京市自然科学基金-海淀原始创新联合基金资助项目, L232145, 深度生成对抗网络驱动仿生口腔种植修复关键技术研究, 2023-11 至 2026-12, 29.3万元, 在研, 主持

3) 中华人民共和国科学技术部, 国家重点研发计划课题, 2023YFB4605401, 富氧区与面投影光能量的智能可编程调控机制与关键技术研究, 2023-12 至 2026-11, 125万元, 在研, 主持

10篇代表性论文

1) Sukun Tian, Miaohui Wang, Fulai Yuan, Ning Dai, Yuchun Sun, Wuyuan Xie, Jing Qin. Efficient computer-aided design of dental inlay restoration: A deep adversarial framework. IEEE Transactions on Medical Imaging, 2021, 40(9): 2415-2427.

2) Sukun Tian, Miaohui Wang, Ning Dai, Haifeng Ma, Linlin Li, Luca Fiorenza, Yuchun Sun, Yangmin Li. DCPR-GAN: Dental crown prosthesis restoration using two-stage generative adversarial networks. IEEE Journal of Biomedical and Health Informatics, 2022, 26(1): 151-160.

3) Sukun Tian, Haifeng Ma, Pan Huang, Xiang Wang, Tianxiang Li, Renkai Huang. RADDA-Net: Residual Attention-based Dual Discriminator Adversarial Network for Surface Defect Detection. Engineering Applications of Artificial Intelligence, 2024, 136: 108887.

4) Pan Huang, Peng He, Sukun Tian*, Mingrui Ma, Peng Feng, Hualiang Xiao, Francesco Mercaldo, Antonella Santone, Jing Qin. A ViT-AMC network with adaptive model fusion and multiobjective optimization for interpretable laryngeal tumor grading from histopathological images. IEEE Transactions on Medical Imaging, 2023, 42(1): 15-28.

5) Xinze Shen, Changdong Zhang, Xiuyi Jia, Dawei Li, Tingting Liu, Sukun Tian*, Wei Wei, Yuchun Sun, Wenhe Liao. TranSDFNet: Transformer-based truncated signed distance fields for the design of RPD clasps. IEEE Journal of Biomedical and Health Informatics, 2023, 27(10): 4950 - 4960.

6) Pan Huang, Hualiang Xiao, Peng He, Chentao Li, Xiaodong Guo, Sukun Tian, Peng Feng, Hu Chen, Yuchun Sun, Francesco Mercaldo, Antonella Santone, Jing Qin. LA-ViT: A network with transformers constrained by learned-parameter-free attention for interpretable grading in a new laryngeal histopathology image dataset, IEEE Journal of Biomedical and Health Informatics, 2024, 28(6): 2168-2194.

7) Jiayang Luo, Pan Huang, Peng He, Biao Wei, Xiaodong Guo, Hualiang Xiao, Yuchun Sun, Sukun Tian*, Mi Zhou, Peng Feng. DCA-DAFFNet: An end-to-end network with deformable fusion attention and deep adaptive feature fusion for laryngeal tumor grading from histopathology images. IEEE Transactions on Instrumentation and Measurement, 2023, 72: 5031115.

8) Cheng Li, Yaming Jin, Yunhan Du, Kaiyuan Luo, Luca Fiorenza, Hu Chen, Sukun Tian*, Yuchun Sun. Efficient complete denture metal base design via a dental feature-driven segmentation network. Computers in Biology and Medicine. Computers in Biology and Medicine, 2024, 175(4):108550.

9) Renkai Huang, Ning Dai, Chunrong Pan, Youwen Yang, Xiaotong Jiang, Sukun Tian*, Zhe Zhang. Grid-tree composite support structures for lattice parts in selective laser melting. Materials & Design, 2023, 225: 111499.

10) Yifang Ke, Yaopeng Zhang, Sukun Tian*, Hu Chen, Yuchun Sun. Accuracy of digital implant impressions using a novel structured light scanning system assisted by a planar mirror in the edentulous maxilla: An in vitro study. Clinical Oral Implants Research. 2024, 35(8):876-887.