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李慧琦

增加 5,980 位元組, 6 天前
创建页面,内容为“{| class="wikitable" style="float:right; margin: -10px 0px 10px 20px; text-align:left" |<center>''' 李慧琦 '''<br><img src="https://sie.bit.edu.cn/images/2022-01…”
{| class="wikitable" style="float:right; margin: -10px 0px 10px 20px; text-align:left"
|<center>''' 李慧琦 '''<br><img src="https://sie.bit.edu.cn/images/2022-01/6a7410de554549f681a9edb5c7b09ebe.jpeg " width="180"></center><small>[https://www.bit.edu.cn/ 北京理工大学]

</small>
|}

'''李慧琦''',女, 北京理工大学教授。

==人物简历==

2011 至今:任职于 北京理工大学 信息与电子学院 博士生导师

2004-2011:任职于 新加坡资讯通信研究院 高级研究员

2002-2004:任职于 新加坡国立大学 计算机系 研究员

1999-2002:就读于 [[新加坡南洋理工大学]] 图像处理专业 博士

1995-1999:任职于 北京控制仪器研究所 整体部 工程师

1993-1995:就读于 哈尔滨工业大学 自动控制专业 硕士

1989-1993:就读于 哈尔滨工业大学 自动控制专业 本科
==研究方向==

[[医学图像处理]],[[智慧医疗]],人工智能

==学术成果==

=== 论文 ===
*
*  Anomaly detection for medical images using self-supervised and translation-consistent features,IEEE Transactions on Medical Imaging, 2021(SCI一区)
*
*  Convolutional neural networks based lung nodule classification: a surrogate-assisted evolutionary algorithm for hyperparameter optimization,IEEE Transactions on Evolutionary Computation(SCI一区), 2021
*
*  One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting, IEEE Transactions on Pattern Analysis and Machine Intelligence (SCI 一区), 2021
*
*  Automatic Cataract Classification Using Deep Neural Network with Discrete State Transition,39(2): 436-446,IEEE Transactions on Medical Imaging(SCI 一区), 2020
*
*  Hierarchical method for cataract grading based on retinal images using improved Haar wavelet,Information Fusion(SCI 一区),53:196-208,2020
*
*  Improving retinal vessel segmentation with joint local loss by matting,Pattern Recognition(SCI 二区),98:107068,2020
*
*  Retinal image enhancement using low-pass filtering and α-rooting,Signal Processing(SCI 二区),170: 107445,2020
*
*  Retinal vascular junction detection and classification via deep neural networks,Computer Methods and Programs in Biomedicine(SCI 二区),183:105096,2020
*
*  Automatic detection of parapapillary atrophy and its association with children myopia,Computer Methods and Programs in Biomedicine(SCI 二区),183:105090,2020
*
*  Supervised Segmentation of Un-Annotated Retinal Fundus Images by Synthesis,IEEE Transactions on Medical Imaging(SCI 一区),38(1):46-56, 2019
*
*  A Reference Direction and Entropy based Evolutionary Algorithm for Many-Objective Optimization,Applied Soft Computing(SCI 二区),  70:108-130,2018
*
*  Synthesizing Retinal and Neuronal Images with Generative Adversarial Nets, Medical Image Analysis(SCI 一区),49: 14-26,2018
*
*  Automated Segmentation of Overlapped Nuclei Using Concave Point Detection and Ellipse Fitting,Pattern Recognition(SCI 二区),71:349-360,2017
*
=== 会议代表性论文 ===
*
*  Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement,The Conference and Workshop on Neural Information Processing Systems (NIPS, CCF A类会议),2020
*
*  Overcoming Multi-Model For-getting in One-Shot NAS with Diversity Maximization,IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR, CCF A类会议),2020
*
*  One-Shot Neural Architecture Search via Novelty Driven Sampling,International Joint Conference on Artificial Intelligence (IJCAI, CCF A类会议), 2020
*
*  High dimensional Bayesian optimization via supervised dimension reduction, International Joint Conference on Artificial Intelligence (IJCAI, CCF A类会议), 2019
*
*  Data-Driven Enhancement of Blurry Retinal Images via Generative Adversarial Networks, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI, 医学图像顶级会议), 2019
*
=== 授权专利 ===
*
*  基于拓扑结构和图谱的衡量视网膜血管网络相似性的方法,CN110853020B, 2021
*
*  一种基于灰度变化的径向线视盘萎缩弧分割方法, CN108492285B ,2021
*
*  一种基于生成对抗网络的模糊视网膜眼底图像增强方法,CN110264424A, 2020
*
*  一种基于轮廓特征的X线片和彩色照片配准方法,CN107240128B,2020
*
*  一种基于成像模型的彩色眼底图的图像增强方法,CN106558031,2018
*
*  一种基于色选机的物料分类方法,CN106975617B,2018
*
==荣誉奖励==

爱思唯尔中国高被引学者(2014-2019:生物医学工程,2020:电子科学技术)

北京理工大学“师缘.北理”教师表彰大会教书育人类表彰 2020

北京理工大学优秀博士学位论文指导老师 2020

中国电子学会优秀硕士论文指导老师 2019

北京市普通高校优秀本科毕业设计指导老师 2019

北京理工大学优秀硕士学位论文指导老师 2015, 2018-2020

第十一届工业电子学与应用国际会议(ICIEA) 最佳论文奖 2016

北京理工大学“杰出中青年教师发展支持计划”入选者 2011

教育部“新世纪优秀人才支持计划”入选者 2011

==学术兼职==

IEEE高级会员,中国医药教育协会智能医学专业委员会智能眼科学组常委,电子学会青年科学家俱乐部成员,中国人工智能学会智慧医疗专委会委员,担任多个国际期刊、会议及科技项目的评审人,IEEE Conference on Industrial Electronics and Applications、International Conference on Communication, Image and Signal Processing国际会议技术委员会成员。 <ref>[https://www.bit.edu.cn/ 北京理工大学]</ref>
==参考资料==
{{reflist}}

[[Category:教授]]
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