
个人简历:
郑介志,现任上海联影智能医疗科技有限公司研发副总裁。台湾大学生物医学工程博士,在包括 IEEE Transactions on Medical Imaging(impact factor>9), IEEE Transactions on Cybernetics (impact factor>10), Medical Image Analysis (impact factor>11)、Radiology(impact factor>7) 等在内的国际一流专业期刊以及中科院一区期刊以及其他国际 SCI 期刊发表研究论文二十余篇,其中14篇以上为第一或通讯作者论文。在包括国际一流医学影像会议 MICCAI, IPMI, IEEE ISBI 等及其他国际会议发表20余篇,其中2016年获得 MICCAI student travel award (获奖率为30/800=3.75%, 通信作者),IPMI 2009一作获得口头报告 (接受率为17%), MICCAI通信作者三篇 (接受度约30%)。曾负责及参与国家自然科学基金3项。
研究领域:
医学影像分析
智能超声
智能医学影像质量控制
代表性论文:
X. Ouyang, S. Karanam, Z. Wu*, T. Chen, J. Huo, X. S. Zhou, Q. Wang*, J.-Z. Cheng*,Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis, IEEE Transactions on Medical Imaging, 2020. (Accepted)(SCI; 2019 Impact Factor 9.7)
B. Lei, S. Huang, H. Li, R. Li, C. Bian, Y.-H. Chou, J. Qin, P. Zhou, X. Gong*, J.-Z. Cheng*,Self-Co-Attention Neural Network for Anatomy Segmentation in Whole Breast Ultrasound, Medical Image Analysis, 2020. (Accepted) (SCI; 2019 Impact Factor 11.1)
Sihong Chen†, Jing Qin, Xing Ji, Baiying Lei, Tianfu Wang, Dong Ni*, Jie-Zhi Cheng*†. Automatic Scoring of Multiple Semantic Attributes with Multi-task Feature Leverage: A Study on Pulmonary Nodules in CT Images, IEEE Transactions on Medical Imaging, 36(3): pp. 802-814, 2017. (SCI; 2018 Impact Factor 7.8) († indicates equal contribution)
论文链接:http://scholar.google.com/citations?user=tSpNhZcAAAAJ&hl=en