基本信息
肖立  男  硕导  中国科学院计算技术研究所
电子邮件: xiaoli@ict.ac.cn
通信地址: 北京市海淀区中关村北二条理化技术研究所北门向东20米青年人才公寓B801
邮政编码:

招生信息

   
招生专业
081203-计算机应用技术
1001Z1-精准医学
招生方向
人工智能
医学应用
医学大数据

教育背景

2012-09--2017-04   美国加州大学欧文分校   博士
2010-08--2012-06   美国明尼苏达大学   硕士
2006-09--2010-06   清华大学   本科

工作经历

   
工作简历
2018-08~现在, 中国科学院大学宁波华美医院, 研究员
2017-06~现在, 中国科学院计算技术研究所, 副研究员
2012-09~2017-04,美国加州大学欧文分校, 博士
2010-08~2012-06,美国明尼苏达大学, 硕士
2006-09~2010-06,清华大学, 本科

专利与奖励

   
奖励信息
(1) CCF-腾讯犀牛鸟项目优秀奖, 一等奖, 其他, 2021
(2) 中国科学院****-青年俊才, 一等奖, 部委级, 2017
(3) 国家优秀自费留学生奖学金, 一等奖, 国家级, 2016
专利成果
( 1 ) 一种基于深度学习的染色体自动计数方法, 2020, 第 4 作者, 专利号: CN109523520B

出版信息

   
发表论文
(1) A deep learning method and device for bone marrow imaging cell detection, Annals of Translational Medicine, 2022, 通讯作者
(2) CCAT-NET: A Novel Transformer Based Semi-supervised Framework for Covid-19 Lung Lesion Segmentation, ISBI, 2022, 通讯作者
(3) One-Shot Medical Landmark Detection, MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2021, PT II, 2021, 第 3 作者
(4) You Only Learn Once: Universal Anatomical Landmark Detection, MICCAI, 2021, 第 3 作者
(5) Label-Free Segmentation of COVID-19 Lesions in Lung CT, IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 第 2 作者
(6) AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction, IJCAI, 2021, 通讯作者
(7) an efficient Polyp detection framework with suspicious targets assisted training, PRCV, 2021, 通讯作者
(8) A New Likelihood Ratio Method for Training Artificial Neural Networks, INFORMS JOURNAL ON COMPUTING, 2021, 通讯作者
(9) Marginal loss and exclusion loss for partially supervised multi-organ segmentation, MEDICAL IMAGE ANALYSIS, 2021, 通讯作者
(10) Deep learning to segment pelvic bones: large-scale CT datasets and baseline models, INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2021, 第 10 作者
(11) DeepACEv2: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks, IEEE TRANSACTIONS ON MEDICAL IMAGING, 2020, 通讯作者
(12) 一种基于日志信息和CNN-text的软件系统异常检测方法, A Method for Software System Anomaly Detection Based on Log Information and CNN-Text, 计算机学报, 2020, 通讯作者
(13) 基于神经形态计算的新一代感知系统研究进展, 人工智能, 2020, 第 2 作者
(14) CT-TEE Image Registration for Surgical Navigation of Congenital Heart Disease Based on a Cycle Adversarial Network, COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2020, 第 5 作者
(15) Training Artificial Neural Networks by Generalized Likelihood Ratio Method: An Effective Way to Improve Robustness, 2020 IEEE 16TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2020, 第 1 作者
(16) RainbowD:一种异构云环境下高效的Docker镜像分发系统, RainbowD:A Heterogeneous Cloud-Oriented Efficient Docker Image Distribution System, 计算机学报, 2020, 通讯作者
(17) Learning from Suspected Target: Bootstrapping Performance for Breast Cancer Detection in Mammography, MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2019, PT VI, 2019, 第 1 作者
(18) Low-charge electrotherapy for patients with schizophrenia: A double-blind, randomised controlled pilot clinical trial, PSYCHIATRY RESEARCH, 2019, 第 10 作者
(19) DeepACE: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks, MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2019, PT I, 2019, 第 1 作者
(20) 基于动态采样和迁移学习的疾病预测模型, A Disease Prediction Model Based on Dynamic Sampling and Transfer Learning, 计算机学报, 2019, 通讯作者
(21) FSPP: A Tool for Genome-Wide Prediction of smORF-Encoded Peptides and Their Functions, FRONTIERS IN GENETICS, 2018, 第 2 作者
(22) Recent Developments and Applications of the MMPBSA Method, FRONTIERS IN MOLECULAR BIOSCIENCES, 2018, 第 3 作者
(23) GPU Computing based fast discrete wavelet transform for l(1)-regularized SPIRiT reconstruction, IMAGING SCIENCE JOURNAL, 2018, 第 2 作者
(24) Application of a deep convolutional neural network in the diagnosis of neonatal ocular fundus hemorrhage, BIOSCIENCE REPORTS, 2018, 第 2 作者
(25) Numerical Interpretation of Molecular Surface Field in Dielectric Modeling of Solvation, JOURNAL OF COMPUTATIONAL CHEMISTRY, 2017, 第 2 作者
(26) A Continuum Poisson-Boltzmann Model for Membrane Channel Proteins, JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2017, 第 1 作者
(27) Modeling Membrane Protein-Ligand Binding Interactions: The Human Purinergic Platelet Receptor, JOURNAL OF PHYSICAL CHEMISTRY B, 2016, 
(28) Posting Prices for a Perishable Item, AAMAS'16: PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS, 2016, 
(29) A Charge Central Interpretation of the Full Nonlinear PB Equation: Implications to Accurate and Scalable Modeling of Solvation Interactions, The journal of physical chemistry. B, 2016, 
(30) A semi-implicit augmented IIM for Navier–Stokes equations with open, traction, or free boundary conditions, JOURNAL OF COMPUTATIONAL PHYSICS, 2015, 第 2 作者
(31) A multi-Scale method for dynamics simulation in continuum solvents I: finite difference algorithm for Navier-Stokes equation, chemical physics letters, 2014, 第 1 作者
(32) Recent Progress in Adapting Poisson-Boltzmann Methods to Molecular Simulation, Journal of Theoretical and Computational Chemistry, 2014, 第 1 作者
(33) Electrostatic forces in the Poisson-Boltzmann systems, JOURNAL OF CHEMICAL PHYSICS, 2013, 通讯作者
(34) Characterizing the dependence of pure-tone frequency difference limens on frequency, duration, and level, HEARING RESEARCH, 2012, 第 2 作者

科研活动

   
科研项目
( 1 ) 人工智能在医学影像分析中的应用, 负责人, 研究所自选, 2018-05--2020-05
( 2 ) 率先行动****, 负责人, 中国科学院计划, 2018-01--2020-01
( 3 ) 率先行动****择优支持, 负责人, 中国科学院计划, 2021-01--2023-12
( 4 ) CCF-腾讯犀牛鸟项目, 负责人, 企业委托, 2020-10--2021-10
( 5 ) 骨髓细胞形态学诊断系统算法实现开发, 负责人, 企业委托, 2021-04--2022-10
( 6 ) 自动化阅片系统的核心算法研究, 负责人, 研究所自选, 2020-05--2022-04
( 7 ) 面向染色体核型自动化分析的深度学习算法, 负责人, 国家任务, 2020-01--2022-12