黄青,博士,女,武汉工程大学计算机学院,人工智能学院智能科学与技术教研室。2012年本科毕业于华中科技大学,2018年博士毕业于清华大学。2018-2021年在华中科技大学武汉光电国家研究中心做博士后。主要研究方向包括计算机辅助手术导航,医学图像和光学图像处理,图像分割,配准,追踪,重建,机器学习,模式识别,深度学习等工作。发表SCI论文10余篇,其中以一组和通讯身份发表SCI论文6篇。授权专利一项。先后主持/参与多项国家自然基金课题。
学术论文:
Ø Liu SJ, Huang Q*, Quan TW, et al.Foreground Estimation in Neuronal Images with a Sparse-smooth Model for RobustQuantification. Frontiers in neuroanatomy[J]. October 26,2021.
Ø Huang Q, ChenYJ, Liu SJ, et al. Weakly supervised learning of 3D deep network forneuron reconstruction. Frontiers in neuroanatomy[J], July 28,2020. (IF 3.856)
Ø Huang Q, Cao T,Chen Y, Li A, Zeng S, Quan T. Automated Neuron Tracing Using Content-AwareAdaptive Voxel Scooping on CNN Predicted Probability Map. Frontiersin neuroanatomy[J], August 23,2021. (IF3.856)
Ø Huang Q, Sun J,Ding H, Wang X, Wang GZ. Robust liver vessel extraction using 3D U-Net withvariant dice loss function, Computers in Biology and Medicine, 2018,101:153-162 (IF 4.589,被引62次)
Ø Huang Q, Ding H,Wang X, Wang GZ. Robust extraction for low contrast liver tumors using modifiedadaptive likelihood estimation[J]. International Journal of Computer AssistedRadiology and Surgery, July 10, 2018. (IF 2.924,被引7次)
Ø Huang Q, Ding H,Wang X, Wang GZ. Fully automatic liver segmentation in CT images using modifiedgraph cuts and feature detection[J]. Computers in Biology and Medicine, 2018,95: 198-208. (IF 4.589,被引32次)
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