教师个人信息表
姓名张学军性别男

出生年月 政治面貌
籍贯广西职称教授
学历博士研究生学位
联系电话**邮政编码530004
Emailxjzhang@gxu.edu.cn
QQ微信
通讯地址广西南宁市大学东路100号
所在学院计算机与电子信息学院导师类型校内导师
导师类别硕士研究生导师
指导学科一门类：工学一级学科：信息与通信工程二级学科：
指导学科二门类：工学一级学科：计算机科学与技术（可授工学、理学学位）二级学科：计算机应用技术
学习和工作经历1999年4月留学日本岐阜大学工学研究科电子情报（信息）系统工学专业，2004年博士毕业后在日本岐阜大学医学研究科再生工学智能图像情报（信息）专业做博士后研究。2007年4月回广西大学继续计算机辅助诊断的研究工作,并将开发出来的软件系统在医科大附院及区医院等大医院推广应用。从事医学图像处理专业12年，主要研究方向为基于图像信息处理和理解的计算机辅助诊断系统(CAD)的开发。从2000年开始对肝脏CAD立项并进行开创性研究，初期的研究成果已多次在美，英，法，德，韩 及日本的国际会议上宣读发表。发表学术论文60余篇，其中被SCI检索13篇（最高影响因子10.88），EI检索19篇，并多次获奖。2007年12月获得教授职称，现在广西大学计算机与电子信息学院从事教学与研究工作。2006年10月受德国不来梅大学邀请作为访问教授进行讲学及学术交流活动并达成了合作意向的协议； 2010年5月受日本岐阜大学邀请参加日本文部科学省大型科研项目的合作；2014年8月受美国南加大生物医学工程学院邀请作为访问学者进行教学及科研合作研究，为将来研究的发展提供了有力的技术支持。先后主持国家自然科学基金项目3项；广西教育厅项目1项；广西大学博士启动项目1项；国家级大学生创新性实验计划7项；参与过2项国际性的课题和日本柯尼卡公司的乳腺癌计算机辅助诊断系统产品的部分研制开发工作；另外还参与1项国家自然科学基金项目，1项广西自然科学基金项目；承担广西高校教学改革工程项目 1 项。
学术兼职现担任《中国组织工程研究与临床康复》杂志常务编委。
主讲课程071581电磁场与电磁波

071611专业英语　

071621数字信号处理　

071711微波技术与天线

主要研究方向计算机辅助诊断系统(computer aided diagnosis, CAD)的开发, 涉及医学图像处理，模式识别，机器人视觉，触觉，计算机图形学等领域的研究。
主持（或参与）的主要科研项目1.计算解剖学在腹部疾病诊断及手术中的应用研究
2015.1‐2018.12国自然（项目号：**）主持
2.基于医学图像处理的肝纤维化分期诊断研究
2013.1‐2016.12国自然（项目号：**）主持
3.基于介入治疗对医疗数据挖掘前沿技术的探索研究
2014.11 - 2017.10中国科学院苏州生物医学工程技术研究所联合项目（横向）主持
4.肝脏疾病的计算机辅助诊测及信息管理与分析系统的研究
2008.1- 2011.12国自然（项目号：**）主持

5.Decision Support for Diagnosis of Renal Masses
2015.8‐2016.1 美国南加州大学先期探索项目Zumberge基金合作研究
6.計算解剖モデルの構築
2010年- 2011日本文部科学省科学研究費補助金（新学術領域研究項目，課題番号：**）合作研究
7.电容电阻复合层析法测量煮糖罐糖膏浓度的研究
2007.1- 2010.12国自然（项目号：**）参与
8.肝脏疾病的计算机辅助诊测技术的研究
2008.12‐2012.3（项目号：桂教科研[2008]048）主持
9.计算机辅助诊断系统的开发
2007.7 - 2009.7 （项目号：X071036）主持
另参与过两项博士后项目的研究：
1.2003 年6 月‐ 2008 年6 月（日本文部科学省项目）知的クラスター創成事業 (中译：智能集群体的育成事业)?
2.2003 年6 月‐ 2006 年12 月（日本文部科学省项目）特定領域研究：多次元医用画像の知的診断支援 (中译：特定领域研究：多维医用图像的智能辅助诊断)

指导大学生创新性实验（创新创业训练）计划项目：
1.虚拟现实技术研究以及在腹部模拟手术中的应用
2015.9 - 2017.6 国家级创新训练项目（项目号：201538）
2.基于DSP和FPGA的乳腺癌辅助诊断系统的研究
2014.9 - 2016.6 （项目号：201490）
3.基于图像处理的物体软硬度识别和分析的研究
2013.9 - 2015.6 （项目号：SYJN**）
4.基于医学图像处理的肝纤维化分期诊断研究
2012.9‐2014.6 （项目号：A**）
5.家庭紧急救护机器人的设计
2011.11‐2013.7（项目号：201131）
6.基于图像处理与RFID技术的智能仓库巡逻管理小车设计
2009.11- 2011.7 （项目号：200912）
7.肝脏疾病智能诊断及仿真手术系统的开发
2007.11 - 2009.7国家级大学生创新项目（项目号：200707）

主要参与的科研项目：
1.2011年1月 区人民医院的广西区卫生厅项目“原发性腹膜后肿瘤的三维重建与术前规划”；
2.2010年7月 澳门医学科技研究协会合作的项目“甲状腺微创手术的术前规划和仿真研究 Pre-operative planning and virtual surgery for endoscopic thyroidectomy”；
3.2011年12月 香港理工大学的肝细胞癌CT图像评估项目“Effect of image compression of CT liver on the accuracy of Computer Aided Detection of hepatic lesions”

取得的主要成果获奖:
1.2011年在日本冲绳亚洲医学图像国际论坛(IFMIA)大会获得最佳Poster奖（Best Poster Award）
2.2007年获得国家教育部和科技部共同主办的第二届“春晖杯”中国留学人员创新创业大赛二等奖
3.2006年在美国芝加哥北美发射线学会获得优秀设计奖（Excellence in Design）
4.2005年在德国柏林国际计算机辅助手术与放射学学会(CARS)医学大会获得最佳论文一等奖（Poster Award 1st Prize）
5.2001年在美国芝加哥北美发射线学会获得价值奖（Certificate of Merit）
论文发表、专著出版情况

2009年以后发表的相关论文、专著资料目录

著书（共著， 藤田広志，石田隆行，桂川茂彦監修：張学軍?分担執筆）1本
《実践　医用画像解析ハンドブック》 pp.155-167, 2012年11月发行（日本エヌ?ピー?エス出版社， ISBN-10：**， ISBN-13：**26）

国内外学术刊物发表的文章

1.Zhang Xuejun, Xin Gao, Brent J. Liu, Wen Yan, Long Liling, Huang Yuhong, and Hiroshi Fujita, "Effective staging of fibrosis by the selected texture features of liver: Which one is better, CT or MR imaging?", Computerized Medical Imaging and Graphics, doi:10.1016/j.compmedimag.2015.09.003, Available online 18 September 2015.
2.Ximing Wang, Brent J Liu, Clarisa Martinez, Xuejun Zhang, Carolee J Winstein, " Development of a novel imaging informatics-based system with an intelligent workflow engine (IWEIS) to support imaging-based clinical trials", Computers in Biology and Medicine, doi:10.1016/j.compbiomed.2015.03.024, Available online 28 March 2015.
3.Mingjian Su, Xuejun Zhang, Ximin Wang, Brent J Liu, Xin Gao, Zuojun Zhang, and Bin Zhou, "Vessel extraction on ocular fundus images by using Gabor filter bank",计算机辅助绘图设计与制造(CADDM), Volume 25, Number 1, pp. 28-36, March 2015.
4.Xiaomin Tan, Jintian Lei, Hongmei Bi, Tianpeng Liu, Xuejun Zhang* and Ximing Wang, A novel method for Measuring Mass by Image Processing, Advances in Computer Science Research, Atlantis Press, pp. 888-893, 2015.
5.Xuejun Zhang, Bin Zhou, Xianghe Qu, Xiaomin Tan, Xin Gao, Wen Yan, Long Liling, and Hiroshi Fujita, Selection of optimal shape features for staging Hepatic fibrosis on CT image, Journal of Medical Imaging and Health Informatics, 2015, in press.
6.Hannu Huhdanpaa , Darryl Hwang, Steven Cen, Brian Quinn, Megha Nayyar, Xuejun Zhang, Frank Chen, Bhushan Desai, Gangning Liang, Inderbir Gill, Vinay Duddalwar, “CT prediction of the Fuhrman grade of clear cell renal cell carcinoma (RCC): towards the development of computer-assisted diagnostic method”, Abdominal Imaging, DOI: 10.1007/s00261-015-0531-8, Available online 25 August 2015.
7.张学军,雷锦添,毕红梅,刘天鹏, 基于图像处理的物体质量与软硬度的测量：以肝硬变为例, 广西大学学报:自然科学版, 2015, submitted.
8. XueJun Zhang, YuKun Huang, Tian Liang, JiaXiong Shi, Xin Gao, ZuoJun Zhang, " Selection of optimal parameters in SVM classifier: An example study on texture analysis of hepatic fibrosis", WIT Transactions on Computational Intelligence and Industrial Engineering, Vol. 99, pp.473-480, 2014.12 (EI收录)
9.Yihe Zhang, Xuejun Zhang(通信作者), Zuojun Zhang, Dongbo Wu, Bin Zhou, " Registration of hepatic CT images based on thin plate spline (TPS) deformation using automatically searching landmarks on binary maps ", WIT Transactions on Biomedicine and Health, Vol. 18, pp.471-477, 2014.3 (EI收录: **731)
10.Xuejun Zhang, Yufan Zeng, Xiangrong Zhou, Takeshi Hara, Hiroshi Fujita, "Quantitative Measurement of Fibrosis by Texture Features", Transactions of Japanese Society for Medical and Biological Engineering, Vol. 51 (S.), P.R-34, 2013.9.6
11.Xuejun Zhang, Satoshi Goshima, Xiangrong Zhou, Takeshi Hara, massayuki kanematsu, Hiroshi Fujita, "Quantitative Measurement of Fibrosis by Morphological Features", Transactions of Japanese Society for Medical and Biological Engineering, Vol. 51 (S.), P. M-86, 2013.9.6
12.小林 龍徳, 古川 貴裕, 五島 聡, 張 学軍, 原 武史, 周 向栄, 村松 千左子, 近藤 浩史, 兼松 雅之, 藤田 広志, "EOB造影MRI画像における肝臓輪郭線の自動抽出法の開発", 医用画像情報学会雑誌, Vol.30(3), p.57-62, 2013.8.28
13.Zuojun Zhang, Xuejun Zhang(通信作者), Dongpo Wu, Yihe Zhang, Jinwen Deng, "Automatic extraction of primary malignant liver tumor for surgical liver resection", Journal of Investigative Medicine, Vol.61, No.4, P.17, 2013 (SCI收录151RJ , WOS:**056,影响因子：2.0).
14.Zeng Yufan, Zhang Xuejun (通信作者), Wen Yan, Long Liling, Huang Yukun, Shi Jiaxiong, Liang Tian, and Huang Yuhong, “Computer Aided Interpretation of Fibrous Texture in Hepatic Magnetic Resonance Images”, Advanced Materials Research: Biomaterial and Bioengineering, Vol. 647, No. 2013, pp.325-330, 2013.EI收录(收录号：**958).
15.Qihai Zhou, Xuejun Zhang, "Special Issue on Current Research in Computer Science and Information Technology: Guest Editorial", Journal of Computers, v 7, n 7, p 1543-1544, 2012(EI收录：**826）
16.内山良一，張学軍，藤田広志：脳と肝臓のMR画像のためのコンピュータ支援診断, 画像ラボ, 23 (2), 41-46, 2012．
17.林浩，覃玉荣，张学军(通信作者)：计算机辅助实验教学在《微波技术与天线》课程的应用, Scientific Journal of Education Technology (SJET), Vol.2, No.5, PP.22-26, 2012
18.S. Goshima, M. Kanematsu, T. Kobayashi, T. Furukawa, X. Zhang, H. Fujita, H. Watanabe, H. Kondo, N. Moriyama, and K. T. Bae: Staging hepatic fibrosis: Computer-aided analysis of hepatic contours on gadolinium ethoxybenzyl diethylenetriaminepentaacetic acid-enhanced hepatocyte-phase magnetic resonance imaging, Hepatology, 55(1), Letter, 328-329, 2012 (SCI收录867WS, 1区，影响因子：10.885).
19.藤田広志, 原武史, 周向栄, 林達郎, 神谷直希, 張学軍, 陳華岳, 星博昭： 計算解剖モデルの構築，Medical Imaging Technology，vol.29, No.3, pp. 10-17, 2011
20.内山良一，張学軍，藤田広志：形態情報における画像診断－脳と肝臓のMRIによる診断支援技術，映像情報メディア学会誌，vol.65, No.4, pp. 436-439, 2011 (EI收录：**928）
21.Wendong Li, Guowei Chen, Jing Chen, Xuejun Zhang (通信作者), "Design of an Intelligent Vehicle System for storehouse management Based on Image processing and RFID technologies", Advanced Materials Research: Advanced Manufacturing Systems, vol.201-203, pp. 2007-2013, 2011 (EI收录：**116）
22.藤田広志，原武史，周向栄，張学軍，林達郎，“CAD（コンピュータ支援診断）システムの最新動向 - RSNA2010ベストリポート”,INNERVISON，vol. 2, pp. 40-43, 2011
23.Xuejun Zhang, Masayuki Kanematsu, Hiroshi Fujita, Xiangrong Zhou, Takeshi Hara, Ryujiro Yokoyama and Hiroaki Hoshi, "Application of an artificial neural network to the computer-aided differentiation of focal liver disease in MR imaging", Springer, Radiological Physics and Technology, Vol. 2, No. 2, pp.175-182, 2009
24.张学军，“计算机虚拟手术的研究及应用现状”，中国组织工程研究与临床康复, 第13卷 (43 期), p. 8401, 2009. (中文核心期刊)

国内外学术会议发表的论文
25.Yap Felix, Hwang Darryl, Cen Steven, Zhang Xuejun, Gill Inderbir, Duddalwar Vinay, The Shapely Renal Mass: Contour Evaluation, 116th Annual Meeting of the ARRS, accepted as an electronic exhibit, Los Angeles, April 17-22, 2016.
26.Xuejun Zhang, Bin Zhou; Brent Liu, X Tan; X Qu; L Long, "Quantitative staging of fibrosis by the optimized features of liver: shape vs texture", 101st Radiological Society of North America Scientific Assembly and Annual Meeting, Radiological Society of North America (RSNA2015), (accepted as scientific presentation), Chicago, December 2015.
27.Kevin Ma, Xuejun Zhang, Lilyana Amezcua, Mark Shiroishi, Alex Lerner, Brent Liu, " Lesion Registration for longitudinal disease tracking using Thin-Plate Splines deformation for Multiple Sclerosis eFolder ", 101st Radiological Society of North America Scientific Assembly and Annual Meeting, Radiological Society of North America (RSNA2015) , (accepted as education exhibit), Chicago, December 2015.
28.Mingjian Su, Xuejun Zhang, Brent Liu, Kening Su and Ryan Louie, "A handheld Computer Aided Diagnosis system and simulated analysis", PACS and Imaging Informatics: Next Generation and Innovations, SPIE Medical Imaging, MI16-MI107-8, accepted as Oral presentation, San Diego, 29 February 2016..
29.Xuejun Zhang, Mingjian Su, “Comparing the role of shape and texture on staging hepatic fibrosis from medical imaging,” PACS and Imaging Informatics: Next Generation and Innovations, SPIE Medical Imaging, MI16-MI107-11, accepted as Poster presentation, San Diego, 29 February 2016.
30.Kevin C. Ma, Xuejun Zhang, Lilyana Amezcua, Mark Shiroishi, Alex Lerner, Brent J. Liu, Lesion registration for longitudinal disease tracking using thin-plate splines deformation for multiple sclerosis eFolder", PACS and Imaging Informatics: Next Generation and Innovations, SPIE Medical Imaging, MI16-MI9789-13, accepted as Oral presentation, San Diego, 29 February 2016.
31.Xuejun Zhang, Y. Zeng; H. Fujita, y. wen, L. Long, Y. Huang, "Effective staging of fibrosis by the selected texture features of liver: Which one is better, CT or MR imaging? ", Radiological Society of North America Scientific Assembly and Annual Meeting Program, Radiological Society of North America (RSNA), SSG08-03(scientific presentation), 2013.12
32.Xuejun Zhang, Hiroshi Fujita, Satoshi Goshima and Masayuki Kanematsu, "Quantitative Staging the Hepatic Fibrosis: Computer-aided Diagnosis by Shape, Texture, Volume, and Elasticity Analysis", Proceeding of 4th Annual Symposia of Hepatitis Virus (SHV-2013), p. 106, 2013.7.30
33.Xuejun Zhang, Jinwen Deng. "The role of Smith chart in teaching the course of Microwave Technology and Antenna". 2013 International Conference on Education Technology and Management Science (ICETMS), Atlantis Press, ISSN:1951-6851, pp.782-785, 2013 (ISTP收录BIC47：WOS:**212)
34.Xuejun Zhang, Yufan Zeng, Xiangrong Zhou, Takeshi Hara, Hiroshi Fujita, "Quantitative measurement of fibrosis by texture features", IEEE Engineering in Medicine and Biology Society (EMBC'13), Osaka, Japan , July 3-7, 2013.
35.Xuejun Zhang, Satoshi Goshima, Xiangrong Zhou, Takeshi Hara, Masayuki kanematsu, Hiroshi Fujita, "Quantitative measurement of fibrosis by morphological features", IEEE Engineering in Medicine and Biology Society (EMBC'13), Osaka, Japan , July 3-7, 2013.
36.Takahiro Furukawa, Tatsunori Kobayashi, Satoshi Goshima, Xuejun Zhang, Xiangrong Zhou, Chisako Muramatsu, Takeshi Hara, Hiroshi Kondo, Masayuki Kanematsu, Hiroshi Fujita, “Automatic extraction of liver contour for staging hepatic fibrosis on Gd-EOB-DTPA-enhanced MRI images”, International Forum on Medical Imaging in Asia (IFMIA 2012), Daejeon, Korea, November 16-17, 2012.
37.Xuejun Zhang, Satoshi Goshima, Xiangrong Zhou, Takeshi Hara, Masayuki Kanematsu, Hiroshi Fujita, Takahiro Furukawa, "Quantitative Staging the Hepatic Fibrosis: Computer-aided Diagnosis by Shape, Texture, Volume, and Elasticity Analysis", Proc. of Radiological Society of North America Scientific Assembly and Annual Meeting Program, Radiological Society of North America (RSNA), LL-INE1211, 2011.12 美国芝加哥 北美放射线学会
38.Jing Chen, Gengmin Li, Xuejun Zhang (通信作者), Tuanfa Qin, "An Efficient Algorithm for Indoor Location Based on RFID", Wireless Communications and Signal Processing (WCSP2011), AN:**, 2011.11.南京 (EI收录: **854)
39.Wendong Li, Yufan Zeng, Xuejun Zhang (通信作者), Yu Huang, Liling Long, Hiroshi Fujita, "Staging the Hepatic Fibrosis on CT Images: Optimizing the Slice Thickness and Texture Features", Proceedings of 2011 International Symposium on Bioelectronics and Bioinformatics (ISBB2011), pp.267-270, 2011.11. 苏州 (EI收录: **350)
40.Xuejun Zhang, Takahiro Furukawa, Hiroshi Fujita, Masayuki Kanematsu, Xiangrong Zhou, Takeshi Hara, "Detection of metastatic liver tumor in multiphase CT images by using a spherical gray-level differentiation searching filter", SPIE (international society for optics and photonics) on Medical Imaging, Computer-Aided Diagnosis 7963-91, Orlando, Florida, USA, February 2011 (EI收录：**981）2011.2 美国奥兰多 国际光学工程学会
41.加藤博基，張学軍，近藤浩史，五島聡，渡邊春夫，星博昭，兼松雅之，原武史，藤田広志， “3T-MRIと人工知能を用いた慢性肝障害のCAD：肝実質テクスチャ解析での適切なアルゴリズムの選択，日本医学放射線学会総会抄録集，Vol.70, p.348, 2011.4 日本東京
42.S. Miotani, Xuejun Zhang, T. Kitagawa, X. Zhou, T. Hara, R. Yokoyama, H. Watanabe, M. Kanematsu, H. Fujita, "Automatic measurement of elasticity of liver region using MR Tagging Image", Proc. of International Forum on Medical Imaging in Asia (IFMIA), pp.316-319, 2011.　(获Best Poster Award一等奖）。2011.1 日本冲绳
43.藤田広志，原武史，周向栄，村松千左子，張学軍， “体幹部画像における異常陰影の自動検出システムの開発2”， 厚生労働省がん研究助成金による研究報告集（デジタル画像処理によるがん診断支援システムの開発と利用に関する研究），国立がんセンター，2011.1，日本東京
44.Xuejun Zhang, Takahiro Furukawa, Xiangrong Zhou, Takeshi Hara, Masayuki Kanematsu, Hiroshi Fujita, "Detection of metastatic liver tumor in multiphase CT images", 人間医工学研究開発センター成果報告会, pp. 43-45, 2011.3日本岐阜
45.Min Zhang, Xuanqin Mou, Takeshi Hara, Xiangrong Zhou, Xuejun Zhang, Hiroshi Fujita, "Multi-scale nonlinear contrast enhancement of chest radiograph based on human contrast sensitivity", 人間医工学研究開発センター成果報告会, pp. 29-31, 2011.3日本岐阜
46.藤田広志, 原武史, 周向栄, 张学军, 林達郎：Model construction for computational anatomy: Progress overview FY2010, international symposium on computational anatomy, 2011.6 日本名古屋
47.Xuejun Zhang, Xiangrong Zhou, Takeshi Hara, Ryujiro Yokoyama, Masayuki Kanematsu, Tuanfa Qin, and Hiroshi Fujita, " Computer-aided Detection and Diagnosis on Hepatic MR and CT Images", Proc. of International Forum on Information Technology and Applications, (IFITA 2010)，pp. 323-326, 2010.12.南宁
48.Hiroshi Fujita, Xuejun Zhang, Shoji Kido, Takeshi Hara, Xiangrong Zhou, Yuji Hatanaka, Rui Xu, " An Introduction and Survey of Computer-aided Detection/ Diagnosis (CAD)", Proc. of International Forum on Information Technology and Applications, (IFITA 2010)，pp. 200-205, 2010.12.南宁
49.Xiangrong Zhou, Song Wang, Huayue Chen, Xuejun Zhang,Takeshi Hara, Ryujiro Yokoyama, Masayuki Kanematsu, Hiroaki Hoshi, and Hiroshi Fujita, " Rapid Organ Localization in 3D Torso CT Images Based on Ensemble Learning", Proc. of International Forum on Information Technology and Applications, (IFITA 2010)，pp. 312-315, 2010.12. 南宁
50.Xuejun Zhang, S. Miotani, M. Kanematsu, et al.: A novel approach to measure the elasticity of liver based on liver deformations on MR tagging image, Proc. of Radiological Society of North America Scientific Assembly and Annual Meeting Program, Radiological Society of North America (RSNA), VG31-14, p.118, 2010.11美国芝加哥 北美放射线学会
51.加藤博基，張学軍，近藤浩史，五島聡，渡邊春夫，星博昭，兼松雅之，原武史，藤田広志，“3テスラMRIと人工知能を用いた慢性肝疾患のコンピュータ支援診断：テクスチャ解析における関心領域の最適化”，日本MRI学会，2010年10月，日本千葉
52.藤田広志，原武史，周向栄，村松千左子，林達郎，張学軍，北川輝彦，“体幹部画像における異常陰影の自動検出システムの開発1”， 厚生労働省がん研究助成金による研究報告集（デジタル画像処理によるがん診断支援システムの開発と利用に関する研究），国立がんセンター，2010年8月，日本東京
53.古川貴裕，張学軍，周向栄，兼松雅之，原武史，藤田広志，“CT 画像における差分探索フィルタを用いた転移性肝腫瘍の抽出”，日本生体医工学会東海学術杂志，p52，2010年10月，日本名古屋
54.美尾谷成貴, 張 学軍, 周 向栄, 北川輝彦, 原 武史, 藤田広志, 横山龍二郎, 渡邊春夫, 兼松雅之, “FFTを用いたMR-tagging画像の肝臓領域における変形量の自動計測手法の開発”, 第158回医用画像情報学会大会, 7(2010).　 日本伊勢原
55.张学军(Xuejun Zhang), Hiroshi Fujita, Jing Chen and Zuojun Zhang, "Effect of training artificial neural networks on 2D image: An example study on mammography", International Conference on Artificial Intelligence and Computational Intelligence, (WISM-AICI)，pp. 214-218, 2009.(EI收录：**570)

2009年以前发表的相关论文资料目录

2008年度
1.Suguru Kawajiri, Xiangrong Zhou, Xuejun Zhang, Takeshi Hara, Hiroshi Fujita, Ryujiro Yokoyama, Hiroshi Kondo, Masayuki Kanematsu, Hiroaki Hoshi, "Automated segmentation of hepatic vessels in non-contrast X-ray CT images", Radiological Physics and Technology, Springer, vol.1, no.2, pp.214-222, 2008
2.Xuejun Zhang, Hiroshi Fujita, Tuanfa Qin, Jinchuang Zhao, Masayuki Kanematsu, Takeshi Hara, Xiangrong Zhou, Ryujiro Yokoyama, Hiroshi Kondo, and Hiroaki Hoshi, "CAD on liver using CT and MRI", Lecture Notes in Computer Science (LNCS), Vol. 4987/2008, Medical Imaging and Informatics, pp. 367-376, 2008. (EI收录：**)
3.Xuejun Zhang, Hiroshi Fujita, Tuanfa Qin, Jinchuang Zhao, Yurong Qin, Chao Gao, Liling Long, and Zuojun Zhang,"A Novel Method for Extraction of Spleen by Using Thin-plate Splines (TPS) Deformation and Edge Detection from Abdominal CT Images", International Conference on BioMedical Engineering and Informatics (BMEI), pp. 830-834, 2008. (EI收录：**)

2007年度
1.Hiroki Kato, Masayuki Kanematsu, Xuejun Zhang, etc., "Computer-Aided Diagnosis of Hepatic Fibrosis: Preliminary Evaluation of MRI Texture Analysis Using the Finite Difference Method and an Artificial Neural Network", American Roentgen Ray Society (AJR), vol.189, pp.117-122, 2007 (SCI收录：183QU，影响因子2.47)
2.Ryujiro Yokoyama, Xuejun Zhang, Yoshikazu Uchiyama, Hiroshi Fujita, etc., " Automated Method for the Detection of Lacunar Infarct Regions in Brain MR Images," IEICE Transaction on Information and System, Vol. E90-D,No.6, pp.943-954, 2007. (SCI收录：188BB)
3.X. Zhang, H. Fujita, T. Hara, X. Zhou, M. Kanematsu, H. Kondo, and H. Hoshi: CAD on liver using CT and MRI, eds. X.W. Gao, et al., Proc. of International Conference on Medical Imaging and Informatics (MIMI2007), Middlesex University Press, pp. 279-288, 2007.
4.Xuejun Zhang, Tetsuji Tajima, Teruhiko Kitagawa, Masayuki Kanematsu, Xiangrong Zhou, Takeshi Hara, Hiroshi Fujita, RyujiroYokoyama, Hiroshi Kondo, Hiroaki Hoshi. “Segmentation of liver region with tumorous tissues”, Progress in Biomedical Optics and Imaging - Proceedings of SPIE, v 6512, n PART 3, Medical Imaging 2007: Image Processing, 2007, p 651235 (EI收录: **)
5.Tajima, T., Zhang, X., Kitagawa, T., Kanematsu, M., Zhou, X., Hara, T., Fujita, H., Yokoyama, R., Kondo, H., and Hoshi, H.: Computer-aided detection (CAD) of hepatocellular carcinoma on multiphase CT images. Progress in Biomedical Optics and Imaging - Proceedings of SPIE, v 6514, n PART 2, Medical Imaging 2007: Computer-Aided Diagnosis, 2007, p 65142Q (EI收录: **)
6.Gobert Lee, Yoshikazu Uchiyama, Xuejun Zhang, Masayuki Kanematsu, Xiangrong Zhou, Takeshi Hara, Hiroki Kato, Hiroshi Kondo, Hiroshi Fujita and Hiroaki Hoshi. "Classification of cirrhotic liver in Gadolinium-enhanced MR images", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, v 6514, n PART 2, Medical Imaging 2007: Computer-Aided Diagnosis, 2007, p 651430. (EI收录: **)
7.S. Kawajiri, X. Zhou, X. Zhang, T. Hara, H. Fujita, R. Yokoyama, H. Kondo, M. Kanematsu, and H. Hoshi: Automated segmentation of hepatic vessel trees in non-contrast X-ray CT images, Progress in Biomedical Optics and Imaging - Proceedings of SPIE, v 6512, n PART 3, Medical Imaging 2007: Image Processing, 2007, p 65123A.(EI收录: **)
8.Xuejun Zhang, Tetsuji Tajima, Hiroshi Fujita, Masayuki Kanematsu, Takeshi Hara, Xiangrong Zhou, Ryujiro Yokoyama, Hiroaki Hoshi, Shigeru Nawano, and Kenji Shinozaki, "Detection of hepatic tumours on Multi-phase CT images for surgical plan", Asian Forum on Medical Imaging 2007，Vol.2 p.89-90，2007．
9.G.N.Lee, X.Zhang, M.Kanematsu, X.Zhou, T.Hara, H.Kato, H.Kondo, H.Fujita, and H.Hoshi, “Classification of cirrhotic liver in MR images using texture features”, Asian Forum on Medical Imaging 2007，Vol.2 p.87-88，2007．
2006年度

1.X.Zhang, T.Tajima, T.Kitagawa, M.Kanematsu, X.Zhou, T.Hara, H.Fujita, R.Yokoyama, H.Kondo, and H.Hoshi："An automatic method for extracting the liver contour on multi-phase CT images with hepatic lesions", International Journal of Computer Assisted Radiology and Surgery, 1, Supplement 1, pp. 69-71, 2006.
2.G.N.Lee, X.Zhang, M.Kanematsu, X.Zhou, T.Hara, H.Kato, H.Kondo, H.Fujita, and H.Hoshi: "Classification of cirrhotic liver on MR images using texture analysis", International Journal of Computer Assisted Radiology and Surgery, 1, Supplement 1, pp. 379-381, 2006.
3.T. Tajima, X. Zhang, T. Kitagawa, M. Kanematsu, X. Zhou, T. Hara, H. Fujita, R. Yokoyama, H. Kondo, H. Hoshi. “Extraction of the hepatocellular carcinoma on multi-phase CT images based on edge detection and subtraction method”, In: Lemke HU, Vannier MW, Inamura K, Farman AG, Doi K, Reiber JHC, eds. Proceedings of Computer Assisted Radiology and Surgery (CARS), Elsevier, Amsterdam, p. 525, 2006.
4.Xiangrong Zhou, Teruhiko Kitagawa, Takeshi Hara, Hiroshi Fujita, Xuejun Zhang, Ryujiro Yokoyama, Hiroshi Kondo, Masayuki Kanematsu and Hiroaki Hoshi: "Constructing a probabilistic model for automated liver region segmentation using non-contrast X-ray torso CT images", Medical Image Computing and Computer-Assisted Intervention- MICCAI2006, LNCS 4191, pp.856-863, Springer-Verlag Berlin Heidelberg, 2006. (SCI收录：BFF19, EI收录：**, ISTP收录：BFF19)
5.G Lee; X Zhou, Y Uchiyama, X Zhang, T Hara, PhD; H Fujita, "ROC Curve for Radiologists: The Basics", In: Radiological Society of North America scientific assembly and annual meeting program. Oak Brook, Ill: Radiological Society of North America (RSNA), p.932, 2006. 获得优秀设计奖(Excellence in Design)
6.Xuejun Zhang, Tetsuji Tajima, Teruhiko Kitagawa, Masayuki Kanematsu, Xiangrong Zhou, Takeshi Hara, Hiroshi Fujita, Ryujiro Yokoyama: An automatic method extracting the liver region with hepatic lesions on multi-phase CT images, 日本电气电子通信学会杂志的技术报告， (MI2005-87) (2006-01), pp. 85-88, 2006.
7.川尻傑，周向栄，張学軍，原武史，藤田広志，横山龍二郎，近藤浩史，兼松雅之，星博昭：単純X線CT画像における肝臓血管の自動抽出法の初期検討，日本医用画像情報学会雑誌，Vol.23, No.5, pp.141-144, 2006
8.田嶋哲治，　張学軍，　北川輝彦，　兼松雅之，　周向栄，　原武史，　藤田広志，　横山龍二郎，　近藤浩史，　星博昭，“差分処理およびエッジ検出による多時相CT画像からの肝細胞がんの自動検出”， 第16回コンピュータ支援画像診断学会大会合同論文集，pp.321-322, 2006.
9.Gobert N. Lee, 張学軍，兼松雅之，周向栄， 原武史，加藤博基，近藤浩史，藤田広志，星博昭“MRI画像における肝硬変の検出”，第147回医用画像情報学会大会，大阪, 2006．
2005年度
1.Xuejun Zhang, "Study on Computer-Aided Diagnosis of Hepatic MR Imaging and Mammography," Medical Physics, Vol. 32, no. 4, p. 1228, 2005. (SCI收录源期刊，影响因子2.75)
2.Xuejun Zhang, Masayuki Kanematsu, Hiroshi Fujita, Takeshi Hara, Ryujiro Yokoyama, Lee Gobert, et al "Automatic segmentation of hepatic tissue and 3D volume analysis of cirrhosis in multi-detector row CT scans and MR imaging", In: Radiological Society of North America scientific assembly and annual meeting program. Oak Brook, Ill: Radiological Society of North America (RSNA), p.573, 2005.
3.Hiroshi Kondo，Xuejun Zhang, Hiroshi Fujita, Masayuki Kanematsu, Xiangrong Zhou; Takeshi Hara, Hiroki Kato, Ryujiro Yokoyama, Hiroaki Hoshi, " Improving the Classification of Cirrhotic Liver by using Texture Features ", In: Radiological Society of North America scientific assembly and annual meeting program. Oak Brook, Ill: Radiological Society of North America (RSNA), p.573, 2005.
4.Hiroshi Fujita, Xuejun Zhang, Yoshikaza Uchiyama, Takeshi Hara, Xiangrong Zhou, et al, " State-of-the-Art on CAD: Past, Present, and Future", In: Radiological Society of North America scientific assembly and annual meeting program. Oak Brook, Ill: Radiological Society of North America (RSNA), p.821, 2005.
5.Teruhiko Kitagawa, Xiangrong Zhou, Takeshi Hara, Hiroshi Fujita, Xuejun Zhang, Ryujiro Yokoyama, et al. " A Probabilistic Atlas Generation Method for Liver Region Using Non-contrast Torso CT Images ", In: Radiological Society of North America scientific assembly and annual meeting program. Oak Brook, Ill: Radiological Society of North America (RSNA), p.856, 2005.
6.X.Zhang, H. Fujita, M. Kanematsu, X. Zhou, T. Hara, H. Kato, R.Yokoyama, and H. Hoshi: Improving the classification of cirrhotic liver by using texture features, Proc. of the 2005 IEEE-EMBS (Engineering in Medicine and Biology), pp.867 - 870, 2005. (EI收录：**, ISTP收录：BER00)
7.Xuejun Zhang, Masayuki Kanematsu, Hiroki Katob, Xiangrong Zhou, Takeshi Hara, Ryujiro Yokoyama, Hiroshi Fujita, and Hiroaki Hoshi, "Differentiation of cirrhosis by using 3D hepatic volume ratio of LTW in multi-detector row CT scans and MR imaging", In: Lemke HU, Vannier MW, Inamura K, Farman AG, Doi K, Reiber JHC, eds. Proceedings of Computer Assisted Radiology and Surgery (CARS 2005), Elsevier, Amsterdam, 1169-1174, 2005. (ISTP收录：BDG65)
8.Xuejun Zhang, Masayuki Kanematsu, Hiroki Katob, Xiangrong Zhou, Takeshi Hara, Hiroshi Fujita, Ryujiro Yokoyama, and Hiroaki Hoshi, "Texture and shape analysis of cirrhotic liver in abdominal MR imaging", In: Lemke HU, Vannier MW, Inamura K, Farman AG, Doi K, Reiber JHC, eds. Proceedings of Computer Assisted Radiology and Surgery (CARS 2005), Elsevier, Amsterdam, 1406, 2005. (ISTP收录：BDG65) 获最佳论文一等奖(Poster Award 1st Prize）。
9.R. Yokoyama, A. Matsui, H. Fujita, T. Hara, X. Zhou, X. Zhang, Y. Uchiyama, M. Kanematsu, K. Ebi, H. Hoshi, T. Iwama, "Development of an Automated Method for Detection of Lacunar Infarct Regions on Brain MR Images", In: Lemke HU, Vannier MW, Inamura K, Farman AG, Doi K, Reiber JHC, eds. Proceedings of Computer Assisted Radiology and Surgery (CARS 2005), Elsevier, Amsterdam, 1407, 2005. (ISTP收录：BDG65)
10.張学軍,“肝臓MR画像と乳房X線写真のコンピュータ支援診断に関する研究”，日本放射線技術学会雑誌, Vol. 61, no. 3, p.426, 2005．
11.藤田広志，原武史，中川俊明，内山良一，周向栄，張学軍：RSNA2004に 参加して－ＣＡＤ（コンピュータ支援診断）システムの最新動向－，医用画像情報学会雑誌，22 (2)，168-174, 2005.
12.張学軍,“MR画像における肝臓領域とその周辺臓器の自動抽出” 日本医用画像工学会大会, 光盘版OP1-01, 东京, 2005
13.藤田広志，原武史，中川俊明，内山良一，周向栄，張学軍：エキスパー トによるRSNA最新リポート：11. CAD（コンピュータ支援診断）システムの最新動向， INNERVISION，20，3，37-42 (2005)
14.藤田広志，内山良一，林　佳典，中川俊明，周向栄，原武史，福岡大輔，張学軍：エキスパートによるRSNA最新リポート：８. CAD（コンピュータ支援診断 システムの最新動向， INNERVISION，21 (3)，35-39 (2005).
15.Xuejun Zhang, Wenguang Li, Hiroshi Fujita, Masayuki Kanematsu, Takeshi Hara, Xiangrong Zhou, Hiroshi Kondo, and Hiroaki Hoshi, "Automatic segmentation of hepatic tissue and 3D volume analysis of cirrhosis in multi-detector row CT scans and MR imaging," IEICE Trans. Inf. & Syst., Vol.E87-D(8), pp.2138-2147, 2004. (SCI收录: 845SS)

2004- 2001年度
1.X Zhang; M Kanematsu; H Fujita; T Hara; X Zhou; H Hoshi; "An Automatic Method for Classifying Cirrhosis from Normal LIVER on MRI", In: Radiological Society of North America scientific assembly and annual meeting program. Oak Brook, Ill: Radiological Society of North America (RSNA), p.805, 2004. (SCI-Expanded收录)
2.H Kato, X Zhang; H Fujita; M Kanematsu; T Hara; X Zhou; "Study of Computer-Aided Diagnosis on Hepatic MR Imaging", In: Radiological Society of North America scientific assembly and annual meeting program. Oak Brook, Ill: Radiological Society of North America (RSNA), p.805, 2004. (SCI-Expanded收录)
3.Xuejun Zhang, Testuji Tajima, Hiroshi Fujita, Masayuki Kamematsu, Takeshi Hara, Xiangrong Zhou, Hiroki Kato, and Hiroshi Hoshi: Computer-aided differentiation of cirrhotic liver in MR imaging, Proc. of the 10th International Conference on Virtual Systems and MultiMedia (VSMM 2004), 60-67 (2004).
4.Xuejun Zhang, Masayuki Kanematsu, Hiroshi Fujita, Takeshi Hara, and Wenguang Li, "Study of Computer-Aided Diagnosis on Hepatic MR Imaging", In: Radiological Society of North America scientific assembly and annual meeting program. Oak Brook, Ill: Radiological Society of North America (RSNA), p.792, 2003. (SCI-Expanded收录)
5.Xuejun Zhang, Masayuki Kanematsu, Hiroshi Fujita, Takeshi Hara, Hiroki Kato, and Hiroaki Hoshi, "Computer-aided Differentiation of Focal Liver Disease in MR Imaging", In: Radiological Society of North America scientific assembly and annual meeting program. Oak Brook, Ill: Radiological Society of North America (RSNA), p.514, 2003. (SCI-Expanded收录)
6.Xuejun Zhang, Takeshi Hara, Hiroshi Fujita, Norimitsu Shinohara, Yoshitaka Ooe, Takuji Iwase, and Tokiko Endo : "Artificial neural network method for detecting clustered microcalcifications in masses on mammograms", In: Digital Mammography IWDM 2002, Peitgen H-O (ed.), Springer-Verlag, Berlin, pp.391-393, 2002. (EI收录)
7.Xuejun Zhang, Hiroshi Fujita, Masayuki Kanematsu, Takeshi Hara, Hiroshi Kondo, Xiangrong Zhou, Wenguang Li, and Hiroaki Hoshi : "Computer-aided diagnosis (CAD) on hepatic MR imaging", Proceedings of the first Seoul International Workshop for computer aided diagnosis, 61-69 (2003). (EI收录)
8.Xuejun Zhang, Masayuki Kanematsu, Hiroshi Fujita, Takeshi Hara, Hiroshi Kondo, Xiangrong Zhou, Wenguang Li, and Hiroaki Hoshi : "Computer-aided differentiation of focal liver disease in MR imaging", In: Lemke HU, Vannier MW, Inamura K, Farman AG, Doi K, Reiber JHC, eds. Proceedings of Computer Assisted Radiology and Surgery (CARS 2003), Elsevier, Amsterdam, 11063-1069, 2003. (EI收录)
9.Nobuo Kako, Xuejun Zhang, Masayuki Kanematsu, Hiroshi Fujita, Takeshi Hara, and Wenguang Li, "Study of Computer-Aided Diagnosis on MR Imaging"(Abstr)., Radiology, Vol.225 (P):749, 2002. (SCI-Expanded收录)
10.Nobuo Kako, Xuejun Zhang, Wenguang Li, Masayuki Kanematsu, Hiroshi Fujita, and Takeshi Hara, "Artificial Neural Network Method for Differentiation of Focal Liver Disease in MR Imaging"(Abstr), Radiology, Vol.225 (P):646, 2002. (SCI-Expanded收录)
11.Takeshi Hara, Xuejun Zhang, Hiroshi Fujita, Norimitsu Shinohara, Yoshitaka Ooe, and Tokiko Endo, "Artificial Neural Network Method for Detecting Clustered Microcalcifications in Masses on Mammograms"(Abstr)., Radiology, Vol.225 (P):184, 2002. (SCI-Expanded收录)
12.張　学軍，藤田広志，原　武史，近藤浩史，兼松雅之，李　文光，姜　慧研：造影ＭＲ像からの肝臓領域抽出，電子情報通信学会技術研究報告，101 (580), MI2001-66 (2002-01), 49-54 (2002)
13.Xuejun Zhang, Daisuke Fukuoka, Tokiko Endo, Woo Kyung Moon, Hiroshi Fujita, and Takeshi Hara, "Development of a Computer-aided Diagnosis System On 3D Breast Ultrasonograms" (abstr)., Radiology, Vol.221 (P):756, 2001. (SCI-Expanded收录)
14.Computerized classification of liver disease in MRI using artificial neural network (Xuejun Zhang, Masayuki Kanematsu, Hiroshi Fujita, Takeshi Hara and Hiroaki Hoshi), Proc. of SPIE-Medical Imaging 2001-Image Processing, 4322, 1735-1742, 2001. (EI收录)
15.Detection of Clustered Microcalcifications in Masses on Mammograms by Artificial Neural Networks (Xuejun Zhang, Takeshi Hara, Hiroshi Fujita, Takuji Iwase and Tokiko Endo), Proc. of SPIE-Medical Imaging 2001-Image Processing, 4322, 1743-1750, 2001. (EI收录)
16.Computerized classification of liver disease in MRI usingartificial neural network （Xuejun Zhang, Masayuki Kanematsu, Hiroshi Fujita, Takeshi Hara, and Hiroaki Hoshi），Technique Report of IEICE（MI2000）, 100 (596), 69-74 (2001)
17.Xuejun Zhang, Takeshi Hara, Hiroshi Fujita, Takuji Iwase, Tokiko Endo, " Detection of Clustered Microcalcifications in Masses on Mammograms by Artificial Neural Networks," Technique Report of IEICE, Vol.100 (597), pp.23-28, 2001.

其他会议论文：

18.田嶋哲治，　張学軍，　北川輝彦，　兼松雅之，　周向栄，　原武史，　藤田広志，　横山龍二郎，　近藤浩史，　星博昭，“差分処理およびエッジ検出による多時相CT画像からの肝細胞がんの自動検出”，第15回コンピュータ支援画像診断学会大会合同論文集，pp.321-322，2006．
19.Gobert N. Lee, 張学軍，兼松雅之，周向栄， 原武史，加藤博基，近藤浩史，藤田広志，星博昭“MRI画像における肝硬変の検出”，第147回医用画像情報学会大会，大阪, 2006．
20.張学軍,“肝臓MR画像と乳房X線写真のコンピュータ支援診断に関する研究”，日本放射線技術学会雑誌, Vol. 61, no. 3, p.426, 2005．
21.藤田広志，原武史，中川俊明，内山良一，周向栄，張学軍：RSNA2004に 参加して－ＣＡＤ（コンピュータ支援診断）システムの最新動向－，医用画像情報学会雑誌，22 (2)，168-174 (2005).
22.張学軍,“MR画像における肝臓領域とその周辺臓器の自動抽出” 日本医用画像工学会大会, Tokyo, 2005,
23.張学軍, 藤田広志, 原武史, 岩瀬拓士, 遠藤登喜子: Artificial Neural Network Method For Detecting Clustered Microcalcifications In Masses On Mammograms, 日獨医報, 47/4,188, 2002.
24.張学軍, 藤田広志, 兼松雅之, 原武史, 近藤浩史, 加藤博基, 星博昭: 腹部MRI とCTにおける肝硬変の三次元体積解析法, 第１３回コンピュータ支援画像診断学会大会(名古屋),271-272, 2003.
25.李文光，張学軍，兼松雅之，藤田広志，他: MR画像からの肝臓領域の自動抽出及び肝臓疾病の自動分類, 第22回日本医用画像工学会 (東京)，2003.
26.加藤博基, 李文光, 兼松雅之, 張学軍, 近藤浩史, 加古信雄, 五島聡, 原武史, 藤田広志, 星博昭：慢性肝障害のComputer　Aided Diagnosis（CAD）：肝辺縁形状および肝実質テクスチャ解析の試み，第31回日本磁気共鳴医学会大会, 2003.
27.藤田広志，原　武史，福岡大輔，篠原範充，張　学軍：RSNA2001参加リレー報告，医用画像情報学会雑誌，19 (2)，104-111 (2002)
28.中川俊明，周　向栄，松原友子，張　学軍，原　武史，藤田広志：IWDM2002 およびCARS2002 参加リレー報告，医用画像情報学会雑誌，19 (3), 153-158 (2002)
29.張学軍,兼松雅之,藤田広志,原武史,星博昭: Neuro-Computerized Differentiation of Focal Liver Disease in MR Imaging, 第２１回日本医用画像工学会大会(東京), 20/4,434-435, 2002.
30.張学軍, 兼松雅之, 藤田広志, 原武史, 星博昭: Computerized differentiation of focal liver disease in MRI using artificial neural network, 第２0回日本医用画像工学会大会(名古屋), 19/4,237-238, 2001.　
31.張学軍, 藤田広志, 原武史, 岩瀬拓士, 遠藤登喜子: Improving the Detection of Microcalcifications in Masses by Artificial Neural Networks, 第19回日本医用画像工学会大会(大阪), 18/4, 585-586, 2000.　
32.藤田広志，原　武史，福岡大輔，笠井　聡，畑中裕司，中川俊明，篠原範充，松原友子，張学軍，加藤雅大，山崎大輔，青柳宏昭，遠藤登喜子，岩瀬拓士，加野亜紀子，吉村　仁：乳がん画像のためのコンピュータ支援診断（ＣＡＤ）システム，第40回日本エム?イー学会大会（名古屋），2001.
33.張学軍, 兼松雅之, 藤田広志, 原武史, 星博昭: Computerized classification of liver disease in MRI using artificial neural network, 第２６回日本エム．イー学会東海大会(名古屋), 100/596,69-74, 2001.　
34.張学軍,　藤田広志,　原武史,　岩瀬拓士, 遠藤登喜子: Detection of Clustered Microcalcifications in Masses on Mammograms by Artificial Neural Networks, 第２５回日本エム．イー学会東海大会(名古屋), 100/597, 23-28, 2000


数据更新日期2015-12-10填报责任人张学军
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