个人简介
高洁：硕士生导师，工程师。
研究方向主要为人工智能辅助医学影像处理。已在国内外期刊、会议上发表学术论文二十余篇，其中第一作者或通讯作者论文7篇，ESI 高被引论文1篇。主持省部级科研项目1项，横向项目2项。主持省部级、学会级教改项目各1项，参与省部级或学会级教改项目十余项。指导学生参加百度之星、蓝桥杯等高水平竞赛，获奖十余项。
代表项目
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2020.10-2022.09，天津市科技计划项目，10万
基于深度学习的工件评分模型研究，主持 -
2023.01-2024.12，横向项目, 27万
数字经济网络安全仿真演练研究与开发项目，主持 -
2023.01-2024.12，横向项目, 10万
基于计算机视觉的工件检测模型研发，主持
部分发表论文
- Jie Gao*, Shaoqi Yan, Xuzhou Fu, Zhiqiang Liu, Ruiguo Yu，Mei Yu. IntrNet: Weakly Supervised Segmentation of Thyroid Nodules based on Intra-image and Inter-image Semantic Information. ICIC 2023. ( CCF C类会议 ).
- 高洁，赵心馨，于健，徐天一，潘丽，杨珺，喻梅，李雪威*. A 结合密度图回归与检测的密集计数研究. 计算机科学与探索, 2023 ( CSCD 检索 ).
- Xuewei Li, Shuo Pang, Ruixuan Zhang, Jialin Zhu, Xuzhou Fu, Yuan Tian, and Jie Gao*. ATTransUNet: An Enhanced Hybrid Transformer Architecture for Ultrasound and Histopathology Image Segmentatio. Computers in Biology and Medicine. 2022.11. ( SCI 2区期刊论文，通讯作者).
- Xuewei Li, Shuo Pang, Ruixuan Zhang, Jialin Zhu, Xuzhou Fu, Yuan Tian, and Jie Gao*. ATTransUNet: An Enhanced Hybrid Transformer Architecture for Ultrasound and Histopathology Image Segmentation. COMPUTERS IN BIOLOGY AND MEDICINE. 2023. ( SCI 2区期刊论文，通讯作者).
- Mei Yu, Kaijie Pei, Xuewei Li, Xi Wei, Chenhan Wang and Jie Gao*. FBCU-Net: A fine-grained context modeling network using boundary semantic features for medical image segmentation. COMPUTERS IN BIOLOGY AND MEDICINE. 2022. ( SCI 2区期刊论文，通讯作者).
- Ruiguo Yu, Pan Sun, Xuewei Li, Ruixuan Zhang, Zhiqiang Liu and Jie Gao*. A Prior-Guided Generative Adversarial Net for Semantically Strict Ultrasound Images. International Conference on Intelligent Computing (ICIC2023). 2023. ( CCF C类会议长文，通讯作者).
- Ruiguo Yu, Siyao Gao, Jian Yu, Mankun Zhao, Tianyi Xu, Jie Gao*, Hongwei Liu and Xuewei Li. Knowledge Graph Embedding with Direct and Disentangled Neighborhood Representation Attention Network. KSEM 2022. 2022. ( CCF C类会议长文，通讯作者).
- Ruixuan Zhang, Wenhuan Lu, Jie Gao, Yuan Tian, Xi Wei, Chenhan Wang, Xuewei Li* and Mei Yu. RFI-GAN: A Reference-guided Fuzzy Integral Network for Ultrasound Image Augmentatio. Information Sciences. 2022.12. ( SCI 1区期刊论文).
- Ruiguo Yu, Jie Gao, Mei Yu*, Tianyi Xu, Mankun Zhao, Jie Zhang, Ruixuan Zhang, Zhuo Zhang. LSTM-EFG for wind power forecasting based on sequential correlation features[J]. Future Generation Computer Systems, 2019, 93: 33-42. ( SCI 2区期刊论文，ESI 高被引 ).
- Ruixuan Zhang, Wenhuan Lu, Xi Wei, Jialin Zhu, Han Jiang, Zhiqiang Liu, Jie Gao, Xuewei Li*, Jian Yu, Mei Yu, and Ruiguo Yu. A Progressive Generative Adversarial Method for Structurally Inadequate Medical Image Data Augmentation . IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2022. ( SCI 2区期刊论文 )
- Ruiguo Yu, Yuan Tian, Jie Gao, Zhiqiang Liu, Xi Wei, Han Jiang, Yuxiao Huang, Xuewei Li*, Hongwei Liu and Xuewei Li. Feature Discretization-base Deep Clustering for Ultrasound Image Feature Extraction. Computers in Biology and Medicine. 2022. ( SCI 2区期刊论文).
- Ruiguo Yu, Shaoqi Yan, Jie Gao, Mankun Zhao, Xuzhou Fu, Yang Yan, Ming Li, and Xuewei Li*. FBN: Weakly Supervised Thyroid Nodule Segmentation Optimized by Online Foreground and #8769c1kground. Ultrasound in Medicine & Biology. 2023. ( SCI 3区期刊论文).