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基本信息
辦公電話:+8618610315836 電子郵件: fengyang@bjtu.edu.cn
通訊地址:北京市海淀區(qū)上園村3號(hào)院北京交通大學(xué)計(jì)算機(jī)學(xué)院 郵編:100044
教育背景
博士(2008.1– 2011.1): 圖像與信息系統(tǒng)
就讀院校:法國(guó)國(guó)立里昂應(yīng)用科學(xué)學(xué)院
碩士(2005.9 – 2007.12): 通信與信息系統(tǒng)(提前半年碩士畢業(yè))
畢業(yè)院校:西北工業(yè)大學(xué)電子信息學(xué)院
本科(2001.9-2005.7) 通信工程
畢業(yè)院校:西北工業(yè)大學(xué)電子信息學(xué)院
工作經(jīng)歷
博士生導(dǎo)師(2015.7-至今):醫(yī)學(xué)圖像處理
招生專業(yè):計(jì)算機(jī)科學(xué)與技術(shù);生物醫(yī)學(xué)工程
形式:中法聯(lián)合培養(yǎng)博士生(法國(guó)INSA Lyon 1.5-2年,北交1.5年)
聯(lián)合培養(yǎng)導(dǎo)師:YueMin Zhu,法國(guó)INSA Lyon終身教授,北交兼職教授及博導(dǎo)(https://www.creatis.insa-lyon.fr/site/fr/users/zhu)
招生課題:Study and Analysis of Human Cardiac Fiber Structure Based on Multi-modal Image registration,此課題2015年3月前有效。
設(shè)計(jì)要求:英語(yǔ)、數(shù)學(xué)建模、圖像配準(zhǔn)、編程(Matlab及C++)
工作單位:北京交通大學(xué)計(jì)算機(jī)與信息技術(shù)學(xué)院生物醫(yī)學(xué)工程系;法國(guó)里昂國(guó)立應(yīng)用科學(xué)院(INSA Lyon)invited researcher
副教授(2015.1-至今):醫(yī)學(xué)圖像處理
工作單位:北京交通大學(xué)計(jì)算機(jī)與信息技術(shù)學(xué)院生物醫(yī)學(xué)工程系;法國(guó)里昂國(guó)立應(yīng)用科學(xué)院(INSA Lyon)invited researcher
講師(2012.5-2014.12):醫(yī)學(xué)圖像處理
工作單位:北京交通大學(xué)計(jì)算機(jī)與信息技術(shù)學(xué)院生物醫(yī)學(xué)工程系
博士后(2011.3– 2012.3): 圖像與信息系統(tǒng)
工作單位:法國(guó)國(guó)立里昂應(yīng)用科學(xué)學(xué)院CREATIS實(shí)驗(yàn)室
研究方向(順序不分先后)
醫(yī)學(xué)成像與圖像處理
機(jī)器學(xué)習(xí)與認(rèn)知計(jì)算
招生專業(yè)
計(jì)算機(jī)與信息技術(shù)學(xué)院:生物醫(yī)學(xué)工程碩士
計(jì)算機(jī)與信息技術(shù)學(xué)院:計(jì)算機(jī)科學(xué)與技術(shù)博士
科研項(xiàng)目
基本科研業(yè)務(wù)費(fèi):基于PLI和DTI雙模態(tài)成像的人體心肌纖維結(jié)構(gòu)驗(yàn)證關(guān)鍵技術(shù)研究,2016.1.1-2017.12.31,主持
留學(xué)回國(guó)人員基金:基于DT-MRI的人體心臟纖維結(jié)構(gòu)圖譜及其關(guān)鍵技術(shù)研究,2014-01-01--2016-12-31,主持
博士點(diǎn)基金:基于特征分析的彌散張量圖像插值技術(shù)及其在DTI醫(yī)學(xué)影像中的應(yīng)用,2014-01-01--2016-12-31,主持
國(guó)家自然科學(xué)基金"青年基金":基于聚類過(guò)采樣和結(jié)構(gòu)稀疏表達(dá)的ADHD多模態(tài)MRI融合分類,2014-01-01--2016-12-31,參加
國(guó)家自然科學(xué)基金"青年基金":基于彌散張量成像的心肌纖維結(jié)構(gòu)平均模型關(guān)鍵技術(shù)研究,2014-01-01--2016-12-31,主持
基本科研業(yè)務(wù)專項(xiàng)項(xiàng)目:面向高校群體的健康信息監(jiān)測(cè)、挖掘及健康管理關(guān)鍵問(wèn)題研究,2013-05-09--2015-12-31,主持
人才基金:基于DTMRI的人體心臟纖維結(jié)構(gòu)及相關(guān)技術(shù)研究,2012-07-10--2013-12-31,主持
教學(xué)工作
醫(yī)學(xué)信息處理基礎(chǔ)
醫(yī)學(xué)信號(hào)應(yīng)用
醫(yī)學(xué)成像系統(tǒng)
學(xué)術(shù)成果
期刊論文
Dongdong Yu1, Feng Yang1*, Caiyun Yang, Chengcai Leng, Jian Cao, Yining Wang, and Jie Tian*, Fast Rotation-Free Feature Based Image Registration Using Improved N-SIFT and GMM Based Parallel Optimization,IEEE Trans on Biomed Eng, accepted 30 July, 2015。
Feng YANG*, Yue-Min ZHU, Jian-Hua LUO, Marc ROBINI, Jie LIU, Pierre CROISILLE. A Comparative Study of Different Level Interpolations for Improving Spatial Resolution in Diffusion Tensor Imaging. IEEE Journal of Biomedical and Health Informatics (retitled from IEEE Transactions on Information and Technology in Biomedicine), 18(4):1317-1327, 2014.
Feng YANG*, Yue-Min ZHU, Isabelle E. MAGNIN, Pierre CROISILLE, Peter B. KINGSLEY, Feature-Based Interpolation of Diffusion Tensor Fields and Application to Human Cardiac DT-MRI, Medical Imaging Analysis, 16(2): 459-481, 2012.
Feng YANG*, Yue-Min ZHU, Stanislas Rapacchi, Jian-Hua Luo, Marc Robini, Pierre Croisille. Interpolation of Vector Fields from Human Cardiac DT-MRI, Physics in Medicine and Biology, 56: 1415-1430. 2011.
Fei Yang, Feng YANG*, Xiuli Li, Jie Tian*, Ray Feature Analysis for Volume Rendering, Media application Tools, accepted, in press, 2014.
Wei Shen, Mu Zhou, Feng Yang *, Caiyun Yang, and Jie Tian. Multi-scale Convolutional Neural Networks for Lung Nodule Classication, In: Inf Process Med Imaging, 24: 588-99, 2015.
Hongjiang Wei, Magalie Viallon, Kevin Moulin, Feng Yang, Benedicte MA. Delattre, Pierre Croisille, Yuemin Zhu*. Free-Breathing Diffusion Tensor Imaging and Tractography of the Human Heart in Healthy Volunteers Using Wavelet-Based Image Fusion. IEEE Trans Medical Imaging, DOI: 10.1109/TMI.2014.2356792, 2014.
Hongying Li, Marc C. Robini, Feng Yang, Pierre Croisille, Isabelle Magnin, and Yuemin Zhu, Cardiac Fiber Unfolding by Semidefinite Programming, IEEE Trans BioMed Eng, accepted 19 Sept, 2014.
Jiangdian Song, Caiyun Yang, Li Fan, Kun Wang, Feng Yang, Shiyuan Liu, Jie Tian*. Lung lesion extraction using a toboggan based growing automatic segmentation approach. IEEE Transactions on Medical Imaging., DOI 10.1109/TMI.2015.2474119, 2015.
Wei Mu, Zhe Chen, Wei Shen, Feng Yang, Ying Liang, Ruwei Dai, Ning Wu* and Jie Tian*, A Segmentation Algorithm for Quantitative Analysis of Heterogeneous Tumors of the Cervix with 18F-FDG PETCT, IEEE Transactions on Biomedical Engineering, 62(10):2465-79, 2015。
Wei Mu, Zhe Chen, Ying Liang, Wei Shen, Feng Yang, Ruwei Dai, Ning Wu*, and Jie Tian*, Staging of cervical carcinoma based on Tumor heterogeneity characterized by texture features on 18F-FDG PET Images, Physics in Medicine & Biology, accepted May 2015.
Feng YANG*, Yue-Min ZHU, Maria A. ZULUAGA, and Pierre CROISILLE. Influence of Post Diffusion Tensor Image Processing on FA Measure of Myocardial Infarction in Porcine Model. ISMRM 2014, 14 May 2014, Milan, Italie.
Lihui Wang, Yuemin Zhu, Feng YANG, Simulation of Dynamic DTI of 3D Cardiac Fiber Structions, ISBI 2014, 28 Avril 2014, Beijing, China.
Hongying LI, Yue-Min ZHU, Feng YANG, Marc ROBINI. A Neighborhood-Based Probabilistic Approach for Fiber Tracking in Human Cardiac DTI. ISBI 2012, pp. 9-13, May 2012, Barcelona, Spain.
Feng YANG*, Yue-Min ZHU, Marc ROBINI,Pierre CROISILLE. DT-MRI Interpolation: at what level?, In: International conference on signal processing (ICSP 2012), Beijing, China, October 2012, pp. 737-740.
Feng YANG*, Xin SONG, Stanislas Rapacchi, Laurent Fanton, Pierre CROISILLE, Yue-Min ZHU, Noise-Reduced TPS Interpolation of Primary Vector Fields for Fiber Tracking in Human Cardiac DT-MRI, The 5th international conference FIMH in Nice France, June 2009, springer LNCS, pp:78-85.
Feng YANG*, Yue-Min ZHU, Xin SONG, Stanislas RAPACCHI, Pierre CROISILLE, Marc ROBINI, Interpolation avec réduction du bruit du champ de vecteurs 3D en IRM cardiaque du tenseur de diffusion, the 22nd image and signal conference GRETSI in Dijon France, September 2009.
Feng YANG*, Yue-Min ZHU, Xin SONG, Jian-Hua LUO, Patrick CLARYSSE. Interpolation of Human Cardiac DT-MRI Data Using Polar Coordinates, In: International conference on signal processing (ICSP 2010), Beijing, China, October 2010, pp: 678 – 681.
Tao WU, Ling XIA, Feng YANG, Registration of cardiac diffusion tensor images using B-Spline free-form deformation, In: 5th international congress on image and signal processing (ICIP’12), Florida USA, September 2012.
Xin SONG, Yue-Min ZHU, Feng YANG, Jian-Hua LUO, Analysis of myocardial fiber structure using DTI. In the second international conference on future computer and communication, Shanghai, September 2010, pp: 109-112.
Xin SONG, Yue-Min ZHU, Feng YANG, Quantitative Study of Fiber Tracking Results in Human Cardiac DTI, IEEE ICSP'10, Beijing, China, October 2010, pp. 724-727.
專利
申請(qǐng)?zhí)?: 2013107503897
發(fā)明名稱 : 基于自動(dòng)多閾值的多層著色體繪制方法
主分類號(hào): G06T 15/08
發(fā)明人名稱: 田捷, 楊飛, 李秀麗, 楊鳳, 楊彩云
公告號(hào):CN 103646418
社會(huì)兼職
IEEE Trans on Biomedical Engineering、 IEEE Journal of Biomedical and Health Informatics評(píng)委;
IEEE ICSP'14 程序委員會(huì)成員;
IEEE ICSP'14 Sepcial Session組織者之一
IEEE ISBI 14 chanllenge組織者之一
法國(guó)INSA Lyon訪問(wèn)學(xué)者
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