Professor | 李淑龙 | 数字化转型顾问

	Upload Avatar (500 x 500)
Name	李淑龙
Contact Information	shulong@smu.edu.cn
Language ability	中文, 英文
Province	广东

Upload Avatar (500 x 500)

Name

李淑龙

Contact Information

shulong@smu.edu.cn

Language ability

中文, 英文

Province

广东

University/Lab Affiliation and Title	南方医科大学
Faculty	Biomedical Engineering
Academic Background & Achievements	2003.09–2008.06 博士: 中山大学, 基础数学, 导师: 刘立新 2007.10–2008.03 博士: 台湾国立中山大学, 应用数学, 导师: 姚任之 1999.09–2003.06 学士: 闽南师范大学, 数学与应用数学, 导师: 蔡建平
Work Experience	2023.3–至今 - 南方医科大学, 生物医学工程学院 - 教授 2013.1–2023.2 - 南方医科大学, 生物医学工程学院 - 副教授 2016.7–2017.11 - 美国德州大学西南医学中心, 放射肿瘤系 - 访问学者 2008.7–2012.12 - 南方医科大学, 生物医学工程学院 - 讲师
Awards	南方医科大学南医优秀教师 (2015): 教学卓越南方医科大学先进个人 (2011): 杰出贡献

University/Lab Affiliation and Title

南方医科大学

Faculty

Biomedical Engineering

Academic Background & Achievements

2003.09–2008.06 博士: 中山大学, 基础数学, 导师: 刘立新
2007.10–2008.03 博士: 台湾国立中山大学, 应用数学, 导师: 姚任之
1999.09–2003.06 学士: 闽南师范大学, 数学与应用数学, 导师: 蔡建平

Work Experience

2023.3–至今 - 南方医科大学, 生物医学工程学院 - 教授
2013.1–2023.2 - 南方医科大学, 生物医学工程学院 - 副教授
2016.7–2017.11 - 美国德州大学西南医学中心, 放射肿瘤系 - 访问学者
2008.7–2012.12 - 南方医科大学, 生物医学工程学院 - 讲师

Awards

南方医科大学南医优秀教师 (2015): 教学卓越
南方医科大学先进个人 (2011): 杰出贡献

Areas of Focus	机器学习及深度学习医学影像分析医学人工智能胰腺癌AI辅助诊疗方法
Publications	A pilot study using kernelled support tensor machine for distant failure prediction in lung SBRT, Shulong Li, Ning Yang, Bin Li, Zhiguo Zhou, Hongxia Hao, Michael R. Folkert, Puneeth Iyengar, Kenneth Westover, Hak Choy, Robert Timmerman, Steve Jiang, Jing Wang, 2018 Predicting lung nodule malignancies by combining deep convolutional neural network and handcrafted features, Shulong Li, Panpan Xu, Bin Li, Liyuan Chen, Zhiguo Zhou, Hongxia Hao, Yingying Duan, Michael Folkert, Jianhua Ma, Shiying Huang, Steve Jiang, Jing Wang, 2019 A multimodal model fusing multiphase contrast-enhanced CT and clinical characteristics for predicting lymph node metastases of pancreatic cancer, Qian Lu, Haojie Zhang, Lidu Liang, Qifan Zhang, Xuemin Chen, Xiaowu Xu, J. Guodong Zhao, Yi Gao, Qing Peng, Shulong Li, 2022 Multi-objective based radiomic feature selection for lesion malignancy classification, Zhiguo Zhou, Shulong Li, Genggeng Qin, Michael Folkert, Steve Jiang, Jing Wang, 2020 aFaster RCNN: A multi-disease stage pancreatic lesion detection model based on plain CT, Lidu Liang, Haojie Zhang, Qian Lu, Chenjie Zhou, Shulong Li, 2023 Classification of Alzheimer's brain images based on tensor method, Ning Yang, Panpan Xu, Peijia Liu, Shulong Li, 2017 Diagnosis of Alzheimer's disease based on support tensor machine algorithm and 3D brain white matter images, Panpan Xu, Ning Yang, Shulong Li, 2018 Learning CT chord diagrams and body part recognition based on convolutional neural networks, Shilin Chen, Shulong Li, Jianhua Ma, 2021 Shell feature: a new radiomics descriptor for predicting distant failure after radiotherapy in non-small cell lung cancer and cervix cancer, Hongxia Hao, Zhiguo Zhou, Shulong Li, Genevieve Maquilan, Michael R. Folkert, Puneeth Iyengar, Kenneth D. Westover, Kevin Albuquerque, Fang Liu, Hak Choy, Robert Timmerman, Lin Yang, Jing Wang, 2018 A collection input based support tensor machine for lesion malignancy classification in digital breast tomosynthesis, BJ Yang, YJ Wu, ZG Zhou, Shulong Li, GG Qin, LY Chen, 2019 A manifold learning regularization approach to enhance 3D CT image-based lung nodule classification, Y Ren, MY Tsai, LY Chen, J Wang, Shulong Li, YF Liu, 2020

Areas of Focus

机器学习及深度学习
医学影像分析
医学人工智能
胰腺癌AI辅助诊疗方法

Publications

A pilot study using kernelled support tensor machine for distant failure prediction in lung SBRT, Shulong Li, Ning Yang, Bin Li, Zhiguo Zhou, Hongxia Hao, Michael R. Folkert, Puneeth Iyengar, Kenneth Westover, Hak Choy, Robert Timmerman, Steve Jiang, Jing Wang, 2018
Predicting lung nodule malignancies by combining deep convolutional neural network and handcrafted features, Shulong Li, Panpan Xu, Bin Li, Liyuan Chen, Zhiguo Zhou, Hongxia Hao, Yingying Duan, Michael Folkert, Jianhua Ma, Shiying Huang, Steve Jiang, Jing Wang, 2019
A multimodal model fusing multiphase contrast-enhanced CT and clinical characteristics for predicting lymph node metastases of pancreatic cancer, Qian Lu, Haojie Zhang, Lidu Liang, Qifan Zhang, Xuemin Chen, Xiaowu Xu, J. Guodong Zhao, Yi Gao, Qing Peng, Shulong Li, 2022
Multi-objective based radiomic feature selection for lesion malignancy classification, Zhiguo Zhou, Shulong Li, Genggeng Qin, Michael Folkert, Steve Jiang, Jing Wang, 2020
aFaster RCNN: A multi-disease stage pancreatic lesion detection model based on plain CT, Lidu Liang, Haojie Zhang, Qian Lu, Chenjie Zhou, Shulong Li, 2023
Classification of Alzheimer's brain images based on tensor method, Ning Yang, Panpan Xu, Peijia Liu, Shulong Li, 2017
Diagnosis of Alzheimer's disease based on support tensor machine algorithm and 3D brain white matter images, Panpan Xu, Ning Yang, Shulong Li, 2018
Learning CT chord diagrams and body part recognition based on convolutional neural networks, Shilin Chen, Shulong Li, Jianhua Ma, 2021
Shell feature: a new radiomics descriptor for predicting distant failure after radiotherapy in non-small cell lung cancer and cervix cancer, Hongxia Hao, Zhiguo Zhou, Shulong Li, Genevieve Maquilan, Michael R. Folkert, Puneeth Iyengar, Kenneth D. Westover, Kevin Albuquerque, Fang Liu, Hak Choy, Robert Timmerman, Lin Yang, Jing Wang, 2018
A collection input based support tensor machine for lesion malignancy classification in digital breast tomosynthesis, BJ Yang, YJ Wu, ZG Zhou, Shulong Li, GG Qin, LY Chen, 2019
A manifold learning regularization approach to enhance 3D CT image-based lung nodule classification, Y Ren, MY Tsai, LY Chen, J Wang, Shulong Li, YF Liu, 2020

机器学习深度学习医学影像人工智能胰腺癌诊断治疗张量机放射组学 Ct成像

孙建奇 - 上海交通大学

杜一平 - 上海交通大学

顾力栩 - 上海交通大学

Area of Focus
成像 | 人工智能 | 机器人 | 图形 | 手术 | 计算机辅助设计 | 导航 | 诊断 | 治疗 | 自动化

View All

Personal Information

Academic Information

Research

联系我们

还未创建账户?

Personal Information

Academic Information

Research

联系我们