Research output per year
Research output per year
Personal profile
Personal profile
Name: Song Hong
Discipline: Computer Science and Technology
Title: Professor
Tel: 13810028826 010-68914978
E-mail: songhong@bit.edu.cn
Address: 308 Software Building, No.5 Zhongguancun South Street, Haidian District, Beijing Personal Information
Song Hong, Professor, Doctor, doctoral supervisor. Member of the Software Engineering Teaching Steering Committee of the Ministry of Education, member of the Intelligent Service Committee of the Chinese Society of Artificial Intelligence, member of the Virtual Reality professional committee of the Chinese Society of Image and Graphics. He has been engaged in image processing, medical image analysis and modeling, AI-based disease diagnosis, surgery planning and prognosis evaluation platform related technologies, pattern recognition and machine learning research. Has undertaken 4 projects of the National Natural Science Foundation (" Research on Key technologies of Augmented reality navigation for Accurate resection of endogenous kidney Tumors ", "Research on key technologies of Personalized liver tumor pre-radiofrequency ablation planning System", "Personalized breast deformation Modeling and simulation method research", "Automatic face replacement Research based on image Semantic Analysis"), one project of the 13th Five-Year Key research and Development Plan of the Ministry of Science and Technology (" Research and Development of core technology for accurate and efficient navigation of multi-modal image guidance "), three projects of the National 863 Program, one project of the final assembly pre-research Fund, the new teacher fund of the Ministry of Education, and returning to China after studying abroad There are 3 research projects such as the staff research start-up fund, with a total fund of more than 6 million yuan, and more than 60 academic papers have been published in international well-known journals and conferences such as IEEE T. Image Process. Med. Image Anal. Neurocomputing. Participated in the compilation of 1 monograph of "Application of Artificial Intelligence in Tumor Computation" and applied for 8 invention patents. The "Industry-University-Research R&D and Application" project based on the intelligent diagnosis and analysis platform of medical and health big Data won the 2019 China Industry-University-Research Cooperation Innovation Achievement Excellence Award, the 5th China "Internet +" College Student Innovation and Entrepreneurship Competition Excellent Innovation and Entrepreneurship Mentor, and the 6th China International "Internet +" College Student Innovation and Entrepreneurship Competition Excellent Innovation and Entrepreneurship Mentor. He presided over a Ministry of Education -IBM excellent course, a national bilingual demonstration course, and won the first prize of 2013 Beijing Higher Education Teaching Achievements.
Personal Homepage: : http://www.inavilab.com/
Discipline: Computer Science and Technology
Title: Professor
Tel: 13810028826 010-68914978
E-mail: songhong@bit.edu.cn
Address: 308 Software Building, No.5 Zhongguancun South Street, Haidian District, Beijing Personal Information
Song Hong, Professor, Doctor, doctoral supervisor. Member of the Software Engineering Teaching Steering Committee of the Ministry of Education, member of the Intelligent Service Committee of the Chinese Society of Artificial Intelligence, member of the Virtual Reality professional committee of the Chinese Society of Image and Graphics. He has been engaged in image processing, medical image analysis and modeling, AI-based disease diagnosis, surgery planning and prognosis evaluation platform related technologies, pattern recognition and machine learning research. Has undertaken 4 projects of the National Natural Science Foundation (" Research on Key technologies of Augmented reality navigation for Accurate resection of endogenous kidney Tumors ", "Research on key technologies of Personalized liver tumor pre-radiofrequency ablation planning System", "Personalized breast deformation Modeling and simulation method research", "Automatic face replacement Research based on image Semantic Analysis"), one project of the 13th Five-Year Key research and Development Plan of the Ministry of Science and Technology (" Research and Development of core technology for accurate and efficient navigation of multi-modal image guidance "), three projects of the National 863 Program, one project of the final assembly pre-research Fund, the new teacher fund of the Ministry of Education, and returning to China after studying abroad There are 3 research projects such as the staff research start-up fund, with a total fund of more than 6 million yuan, and more than 60 academic papers have been published in international well-known journals and conferences such as IEEE T. Image Process. Med. Image Anal. Neurocomputing. Participated in the compilation of 1 monograph of "Application of Artificial Intelligence in Tumor Computation" and applied for 8 invention patents. The "Industry-University-Research R&D and Application" project based on the intelligent diagnosis and analysis platform of medical and health big Data won the 2019 China Industry-University-Research Cooperation Innovation Achievement Excellence Award, the 5th China "Internet +" College Student Innovation and Entrepreneurship Competition Excellent Innovation and Entrepreneurship Mentor, and the 6th China International "Internet +" College Student Innovation and Entrepreneurship Competition Excellent Innovation and Entrepreneurship Mentor. He presided over a Ministry of Education -IBM excellent course, a national bilingual demonstration course, and won the first prize of 2013 Beijing Higher Education Teaching Achievements.
Personal Homepage: : http://www.inavilab.com/
Research Interests
Research Direction
Image processing, medical image analysis and modeling, AI-based disease diagnosis, surgical planning and prognostic evaluation platform related technology research, pattern recognition and machine learning.
Image processing, medical image analysis and modeling, AI-based disease diagnosis, surgical planning and prognostic evaluation platform related technology research, pattern recognition and machine learning.
Education
Personal Information
Song Hong, Professor, Doctor, doctoral supervisor. Member of the Software Engineering Teaching Steering Committee of the Ministry of Education, member of the Intelligent Service Committee of the Chinese Society of Artificial Intelligence, member of the Virtual Reality professional committee of the Chinese Society of Image and Graphics. He has been engaged in image processing, medical image analysis and modeling, AI-based disease diagnosis, surgery planning and prognosis evaluation platform related technologies, pattern recognition and machine learning research. Has undertaken 4 projects of the National Natural Science Foundation (" Research on Key technologies of Augmented reality navigation for Accurate resection of endogenous kidney Tumors ", "Research on key technologies of Personalized liver tumor pre-radiofrequency ablation planning System", "Personalized breast deformation Modeling and simulation method research", "Automatic face replacement Research based on image Semantic Analysis"), one project of the 13th Five-Year Key research and Development Plan of the Ministry of Science and Technology (" Research and Development of core technology for accurate and efficient navigation of multi-modal image guidance "), three projects of the National 863 Program, one project of the final assembly pre-research Fund, the new teacher fund of the Ministry of Education, and returning to China after studying abroad There are 3 research projects such as the staff research start-up fund, with a total fund of more than 6 million yuan, and more than 60 academic papers have been published in international well-known journals and conferences such as IEEE T. Image Process. Med. Image Anal. Neurocomputing. Participated in the compilation of 1 monograph of "Application of Artificial Intelligence in Tumor Computation" and applied for 8 invention patents. The "Industry-University-Research R&D and Application" project based on the intelligent diagnosis and analysis platform of medical and health big Data won the 2019 China Industry-University-Research Cooperation Innovation Achievement Excellence Award, the 5th China "Internet +" College Student Innovation and Entrepreneurship Competition Excellent Innovation and Entrepreneurship Mentor, and the 6th China International "Internet +" College Student Innovation and Entrepreneurship Competition Excellent Innovation and Entrepreneurship Mentor. He presided over a Ministry of Education -IBM excellent course, a national bilingual demonstration course, and won the first prize of 2013 Beijing Higher Education Teaching Achievements.
Personal Homepage: : http://www.inavilab.com/
Song Hong, Professor, Doctor, doctoral supervisor. Member of the Software Engineering Teaching Steering Committee of the Ministry of Education, member of the Intelligent Service Committee of the Chinese Society of Artificial Intelligence, member of the Virtual Reality professional committee of the Chinese Society of Image and Graphics. He has been engaged in image processing, medical image analysis and modeling, AI-based disease diagnosis, surgery planning and prognosis evaluation platform related technologies, pattern recognition and machine learning research. Has undertaken 4 projects of the National Natural Science Foundation (" Research on Key technologies of Augmented reality navigation for Accurate resection of endogenous kidney Tumors ", "Research on key technologies of Personalized liver tumor pre-radiofrequency ablation planning System", "Personalized breast deformation Modeling and simulation method research", "Automatic face replacement Research based on image Semantic Analysis"), one project of the 13th Five-Year Key research and Development Plan of the Ministry of Science and Technology (" Research and Development of core technology for accurate and efficient navigation of multi-modal image guidance "), three projects of the National 863 Program, one project of the final assembly pre-research Fund, the new teacher fund of the Ministry of Education, and returning to China after studying abroad There are 3 research projects such as the staff research start-up fund, with a total fund of more than 6 million yuan, and more than 60 academic papers have been published in international well-known journals and conferences such as IEEE T. Image Process. Med. Image Anal. Neurocomputing. Participated in the compilation of 1 monograph of "Application of Artificial Intelligence in Tumor Computation" and applied for 8 invention patents. The "Industry-University-Research R&D and Application" project based on the intelligent diagnosis and analysis platform of medical and health big Data won the 2019 China Industry-University-Research Cooperation Innovation Achievement Excellence Award, the 5th China "Internet +" College Student Innovation and Entrepreneurship Competition Excellent Innovation and Entrepreneurship Mentor, and the 6th China International "Internet +" College Student Innovation and Entrepreneurship Competition Excellent Innovation and Entrepreneurship Mentor. He presided over a Ministry of Education -IBM excellent course, a national bilingual demonstration course, and won the first prize of 2013 Beijing Higher Education Teaching Achievements.
Personal Homepage: : http://www.inavilab.com/
Professional Experience
Personal Information
Song Hong, Professor, Doctor, doctoral supervisor. Member of the Software Engineering Teaching Steering Committee of the Ministry of Education, member of the Intelligent Service Committee of the Chinese Society of Artificial Intelligence, member of the Virtual Reality professional committee of the Chinese Society of Image and Graphics. He has been engaged in image processing, medical image analysis and modeling, AI-based disease diagnosis, surgery planning and prognosis evaluation platform related technologies, pattern recognition and machine learning research. Has undertaken 4 projects of the National Natural Science Foundation (" Research on Key technologies of Augmented reality navigation for Accurate resection of endogenous kidney Tumors ", "Research on key technologies of Personalized liver tumor pre-radiofrequency ablation planning System", "Personalized breast deformation Modeling and simulation method research", "Automatic face replacement Research based on image Semantic Analysis"), one project of the 13th Five-Year Key research and Development Plan of the Ministry of Science and Technology (" Research and Development of core technology for accurate and efficient navigation of multi-modal image guidance "), three projects of the National 863 Program, one project of the final assembly pre-research Fund, the new teacher fund of the Ministry of Education, and returning to China after studying abroad There are 3 research projects such as the staff research start-up fund, with a total fund of more than 6 million yuan, and more than 60 academic papers have been published in international well-known journals and conferences such as IEEE T. Image Process. Med. Image Anal. Neurocomputing. Participated in the compilation of 1 monograph of "Application of Artificial Intelligence in Tumor Computation" and applied for 8 invention patents. The "Industry-University-Research R&D and Application" project based on the intelligent diagnosis and analysis platform of medical and health big Data won the 2019 China Industry-University-Research Cooperation Innovation Achievement Excellence Award, the 5th China "Internet +" College Student Innovation and Entrepreneurship Competition Excellent Innovation and Entrepreneurship Mentor, and the 6th China International "Internet +" College Student Innovation and Entrepreneurship Competition Excellent Innovation and Entrepreneurship Mentor. He presided over a Ministry of Education -IBM excellent course, a national bilingual demonstration course, and won the first prize of 2013 Beijing Higher Education Teaching Achievements.
Personal Homepage: : http://www.inavilab.com/
Song Hong, Professor, Doctor, doctoral supervisor. Member of the Software Engineering Teaching Steering Committee of the Ministry of Education, member of the Intelligent Service Committee of the Chinese Society of Artificial Intelligence, member of the Virtual Reality professional committee of the Chinese Society of Image and Graphics. He has been engaged in image processing, medical image analysis and modeling, AI-based disease diagnosis, surgery planning and prognosis evaluation platform related technologies, pattern recognition and machine learning research. Has undertaken 4 projects of the National Natural Science Foundation (" Research on Key technologies of Augmented reality navigation for Accurate resection of endogenous kidney Tumors ", "Research on key technologies of Personalized liver tumor pre-radiofrequency ablation planning System", "Personalized breast deformation Modeling and simulation method research", "Automatic face replacement Research based on image Semantic Analysis"), one project of the 13th Five-Year Key research and Development Plan of the Ministry of Science and Technology (" Research and Development of core technology for accurate and efficient navigation of multi-modal image guidance "), three projects of the National 863 Program, one project of the final assembly pre-research Fund, the new teacher fund of the Ministry of Education, and returning to China after studying abroad There are 3 research projects such as the staff research start-up fund, with a total fund of more than 6 million yuan, and more than 60 academic papers have been published in international well-known journals and conferences such as IEEE T. Image Process. Med. Image Anal. Neurocomputing. Participated in the compilation of 1 monograph of "Application of Artificial Intelligence in Tumor Computation" and applied for 8 invention patents. The "Industry-University-Research R&D and Application" project based on the intelligent diagnosis and analysis platform of medical and health big Data won the 2019 China Industry-University-Research Cooperation Innovation Achievement Excellence Award, the 5th China "Internet +" College Student Innovation and Entrepreneurship Competition Excellent Innovation and Entrepreneurship Mentor, and the 6th China International "Internet +" College Student Innovation and Entrepreneurship Competition Excellent Innovation and Entrepreneurship Mentor. He presided over a Ministry of Education -IBM excellent course, a national bilingual demonstration course, and won the first prize of 2013 Beijing Higher Education Teaching Achievements.
Personal Homepage: : http://www.inavilab.com/
Research Achievement
代表性学术成果
论文：
[1] Qing Guo, Hong Song*, Jingfan Fan, Danni Ai, Yuanjin Gao, Xiaoling Yu, Jian Yang. Portal Vein and Hepatic Vein Segmentation in Multi-Phase MR Images Using Flow-Guided Change Detection. IEEE Transactions on Image Processing. 31: 2503-2517 ，2022. (SCI, IF= 10.856)
[2] Hong Song*, Lei Chen, Yutao Cui, Qiang Li, Qi Wang, Jingfan Fan, Jian Yang, Le Zhang*, Denoising of MR and CT Images Using Cascaded Multi-Supervision Convolutional Neural Networks with Progressive Training. Neurocomputing, 469: 354-365, 2022. (SCI, IF=5.719)
[3] Xutao Weng, Hong Song*, TianyuFu, Yuanjin Gao, Jingfan Fan, Danni Ai, Yucong Lin, Jian Yang, An optimal ablation time prediction model based on minimizing the relapse risk，Computer Methods and Programs in Biomedicine, 212:106438, 2021. (SCI, IF=5.428)
[4] Asif, M. , Chen, L. , Song, H. *, Yang, J. , Frangi, A. F.，An automatic framework for endoscopic image restoration and enhancement. Applied Intelligence, 51(11), 1-13.2021 (SCI, IF= 5.086)
[5] Muhammad Asif, Hong Song*, Lei Chen, Jian Yang, Alejandro Frangi, Intrinsic layer based automatic specular reflection detection in endoscopic images, Computers in Biology and Medicine, 128:104106, 2020. (SCI, IF= 4.589)
专利：
[1] 宋红; 翁旭涛; 杨健; 基于血管靶向光动力疗法的鲜红斑痣处理方法及系统, 2020-1-9, 中国, ZL202010021564. 9 (专利)
[2] 宋红; 崔玉涛; 王祺; 杨健; 艾丹妮; 一种髋关节骨性髋臼角度的检测方法, 2018-3-13, 中国, 2018102049627. (专利)
[3] 宋红; 王新磊; 一种基于特征跟踪的人脸图像序列生成方法及装置, 2018-10-19,中国, ZL201610072412.5. (专利)
[4] 宋红; 陈磊; 杨健; 艾丹妮; 基于多期CT影像引导的肝脏肿瘤分割方法及装置, 2019, 中国, 2019102293781. (专利)
[5] 宋红; 陈磊; 杨健; 艾丹妮; 基于深度学习的肝脏肿瘤分割方法及装置, 2019,中国, 2019102293777. (专利)
[6] 宋红; 陈磊; 杨健; 艾丹妮; 范敬凡; 基于生理指标和影像融合的肝肿瘤自动分类方法及装置, 2019, 中国, 201911159731X. (专利)
[7] 宋红; 陈磊; 杨健; 范敬凡; 基于多期CT影像分析的肝肿瘤自动分类方法及装置,2019, 中国, 2019111597305. (专利)
所获奖励
[1] 教育部－IBM精品课程项目《SOA原理及实践》（排名1）
[2] 国家级双语示范课程项目《C Programming Language》（排名1）
[3] 2012北京市教学成果一等奖（排名4）
[4] 宋红(2/5); 智引微创：一体化穿刺手术导航机器人领航者，第六届中国国际“互联网+”大学生创新创业大赛组织委员会，国家级，金奖，2020(杨健; 宋红;艾丹妮; 范敬凡;王涌天)
[5] 宋红(4/5); 牵星医航：智能骨科手术导航引领者，第五届中国“互联网+”大学生创新创业大赛组织委员会，国家级，金奖，2019(杨健;王涌天;艾丹妮; 宋红; 范敬凡)
[6] 宋红(5/10); 基于医疗健康大数据的智能诊断分析平台产学研研发及应用， 中国产学研合作促进会，中国产学研合作创新成果奖，优秀奖，2019(章乐; 马新强;蒲讯;何小玉;宋红;黄羿;成果;刘友缘;杨志刚;彭皓).
[7] “Talent2000专用集成电路高层次自动设计系统”2004年获部级二等奖和校级一等奖
Expertise related to UN Sustainable Development Goals
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Collaborations and top research areas from the last five years
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Spatio-Temporal correspondence attention network for vessel segmentation in X-ray coronary angiography
Gao, Y., Ai, D., Wang, Y., Cao, K., Song, H., Fan, J., Xiao, D., Zhang, T., Wang, Y. & Yang, J., Jan 2025, In: Biomedical Signal Processing and Control. 99, 106792.Research output: Contribution to journal › Article › peer-review
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3D ARCNN: An Asymmetric Residual CNN for False Positive Reduction in Pulmonary Nodule
Liu, B., Song, H., Li, Q., Lin, Y., Weng, X., Su, Z. & Yang, J., 1 Jan 2024, In: IEEE Transactions on Nanobioscience. 23, 1, p. 18-25 8 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Affine Constrained Binocular Camera Calibration With Planar Target Single-Axis Translating
Zheng, Z., Fan, J., Shao, L., Yang, H., Zhao, L., Song, H., Ai, D., Fu, T., Xiao, D., Wang, Y. & Yang, J., 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, p. 1-13 13 p., 5018313.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
A joint learning method for incomplete and imbalanced data in electronic health record based on generative adversarial networks
Weng, X., Song, H., Lin, Y., Wu, Y., Zhang, X., Liu, B. & Yang, J., Jan 2024, In: Computers in Biology and Medicine. 168, 107687.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
A multi-dimensional CFD framework for fast patient-specific fractional flow reserve prediction
Yan, Q., Xiao, D., Jia, Y., Ai, D., Fan, J., Song, H., Xu, C., Wang, Y. & Yang, J., Jan 2024, In: Computers in Biology and Medicine. 168, 107718.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus)