![83DE](/__local/B/EF/8D/85F682329D16DDFAF14094FD423_539BFDF1_83DE.jpg)
姓名:郭昱成
研究方向:1. 法医齿科学 2.基于颅颌面特征的个体身份鉴识
个人及工作简历
医学博士,人工智能博士后,副教授,博士研究生导师,西安交通大学口腔医院院长助理、口腔数字化技术与发展中心主任、青少年牙颌颜面发育管理专科副主任。中华口腔医学会正畸专业委员会委员,陕西省口腔医学会正畸专委会副主任委员。陕西省青年科技新星。
教育经历:
(1) 2012-09 至 2016-03, 西安交通大学, 法医学, 博士
(2) 2014-09 至 2015-09, 德国明斯特大学, 法医学, 联合培养博士
(2) 2008-09 至 2011-06, 西安交通大学, 口腔医学, 硕士
(3) 2003-09 至 2008-06, 西安交通大学, 口腔医学, 学士
工作经历:
(1) 2024-01 至 今, 西安交通大学口腔医院, 副主任医师/副研究员
(2) 2019-01 至 2023-12, 西安交通大学口腔医院, 主治医师/副研究员
(3) 2016-04 至 2018-12, 西安交通大学口腔医院, 住院医师/助理研究员
学术兼职
1、中华口腔医学会正畸专业委员会 委员
2、中华口腔医学会口腔医学计算机专委会 青年委员
3、陕西省口腔医学会正畸专委会 副主任委员
4、法医学权威期刊International Journal of Legal Medicine杂志 编委
科研项目(主持):
主持国家自然科学基金、国家重点研发计划子课题等国家级课题3项,省部级课题2项,横向课题2项。
1、科技部重点研发计划子课题,2022YFC2600852,生******,2022/05-2025/04,89万元,在研,主持。
2、国家自然科学基金青年科学基金项目,81701869,利用牙齿/骨骼MRI及深度学习网络构建西北汉族青少年年龄评价体系的研究,2018/01-2020/12,20万元,结题,主持。
3、陕西省创新人才推进计划-青年科技新星项目,2020KJXX-025,基于牙齿CBCT及深度学习网络探索成年人年龄评价体系的研究,2020/01-2022/12,10万元,在研,主持。
4、中国博士后科学基金, 2019M653664, 基于深度学习构建西北汉族青少年牙龄评价体系的研究, 2020/01-2021/12,8万元,结题,主持。
学术及科研成果、专利、论文:
从事法医齿科学个体鉴识、数字化人工智能医学图像处理工作19年。以第一作者或通讯作者在国内外期刊和会议上共发表学术论文40余篇(SCI检索论文30篇),其中16篇论文发表在法医学领域国际权威期刊International Journal of Legal Medicine和Forensic Science International,获批发明专利6项。曾获西安市科技进步三等奖1项(排名第2),西安交通大学第十八届教学成果奖(本科)特等奖(排名第7)。以主编、编委身份参加了《法医学活体年龄研究前沿》、《法医齿科学》、《法医学年龄推断》、《奈特法医病理学(原书第四版)》4部法医学专著及教材的编写工作。
近5年发表论文
1. Dong Zhang#, Jing Yang#, Shao-yi Du*, Wen-qing Bu, Yu-cheng Guo*. An uncertainty-aware and sex-prior guided biological age estimation from orthopantomogram images[J]. IEEE J Biomed Health, 2023, 27(10): 4926-4937.
2. Biao Zhao#, Weiqiang Jin#, Zhang Chen, Yu-cheng Guo*. A semi-independent policies training method with shared representation for heterogeneous multi-agents reinforcement learning[J]. Front Neurosci, 2023,17:1201370.
3. Wen-qing Bu, Yu-xin Guo, Dong Zhang, Shao-yi Du, Meng-qi Han, Zi-xuan Wu, Yu Tang, Teng Chen, Yu-cheng Guo*, Hao-tian Meng*. Automatic sex estimation using deep convolutional neural network based on orthopantomogram images[J]. Forensic Sci Int, 2023,348: 111704.
4. Shaoyi Du, Yuying Liu, Xijing Wang, Yuting Chi, Nanning Zheng, Yu-cheng Guo*. Curriculum classification network based on margin balancing multi-loss and ensemble learning[J]. Future Gener Comp Sy, 2023, 145:150-163.
5. Wenqing Bu, Lingling Ji, Mengqi Han, Zixuan Wu, Badr Sultan, Teng Chen, Yu Tang, Yu-cheng Guo*, Fei Wang*. Accuracy comparison of tooth volume and mesiodistal diameter measurements for sex dimorphism based on cone-beam computed tomography: a study for the northern Chinese population[J]. Forensic Sci Res, 2023, 8(2): 133-139.
6. Yuping Lin, Yuting Chi, Hongchen Han, Mengqi Han, Yu-cheng Guo*. Multimodal orthodontic corpus construction based on semantic tag classification method[J]. Neural Process Lett, 2022, 54:2817-2830.
7. Mu-jia Li, Jia-min Zhao, Wen-jie Chen, Xin Chen, Guang Chu, Teng Chen, Yu-cheng Guo*. Can canines alone be used for age estimation in Chinese individuals when applying the Kvaal method? [J]. Forensic Sci Res, 2022,7(2):132-137.
8. Jia-min Zhao, Shaoyi Du, Yuying Liu, Badr Sultan Saif, Yuxia Hou, Yu-cheng Guo*. Evaluation of the stability of the palatal rugae using the three-dimensional superimposition technique following orthodontic treatment[J]. J Dent, 2022,119:104055.
9. Mengqi Han, Shaoyi Du*, Yuyan Ge, Dong Zhang, Yuting Chi, Hong Long, Jing Yang, Yang Yang, Jingmin Xin, Teng Chen, Nanning Zheng, Yu-cheng Guo*. With or without human interference for precise age estimation based on machine learning?[J]. Int J Legal Med, 2022, 136(3):821-831.
10. Badr Sultan Saif, Feng Pan, Qingnan Mou, Mengqi Han, Wenqing Bu, Jiamin Zhao, Limin Guan, Fei Wang, Rui Zou, Hong Zhou, Yu-cheng Guo*. Efficiency evaluation of maxillary molar distalization using Invisalign based on palatal rugae registration[J]. Am J Orthod Dentofacial Orthop, 2022,161(4):e372-e379.
11. Yu-cheng Guo, Badr Sultan Saif, Wenqing Bu, Jiamin Zhao. Authors’ response[J]. Am J Orthod Dentofacial Orthop, 2022, 161:765.
12. Jia-min Zhao, Ling-ling Ji, Meng-qi Han, Qing-nan Mou, Guang Chu, Teng Chen, Shao-yi Du, Yu-xia Hou*, Yu-cheng Guo*. Lip morphology estimation models based on three-dimensional images in a modern adult population from China[J]. Int J Legal Med, 2021, 135(5): 1887-1901.
13. Yu-cheng Guo, Meng-qi Han, Yu-ting Chi, Hong Long, Dong Zhang, Jing Yang, Yang Yang, Teng Chen, Shao-yi Du*. Accurate age classification using manual method and deep convolutional neural network based on orthopantomogram images[J]. Int J Legal Med, 2021, 135(4):1589-1597.
14. Qing-nan Mou#, Ling-ling Ji#, Yan Liu, Pei-rong Zhou, Meng-qi Han, Jia-min Zhao, Wen-ting Cui, Teng Chen, Shao-yi Du, Yu-xia Hou*, Yu-cheng Guo*. Three-dimensional superimposition of digital models for individual identification[J]. Forensic Sci Int, 2021, 318:110597.
15. Wen-ting Cui, Shao-yi Du*, Teng Wan, Run-zhao Yao, Yu-ying Liu, Meng-qi Han, Qing-nan Mou, Yu-cheng Guo*, Nan-ning Zheng. Robust and precise isotropic scaling registration algorithm using bi-directional distance and correntropy[J]. Pattern Recogn Lett, 2020, 138: 298-304.
16. Meng-qi Han, Si-xuan Jia, Chen-xu Wang, Guang Chu, Teng Chen, Hong Zhou, Yu-cheng Guo*. Accuracy of the Demirjian, Willems and Nolla methods for dental age estimation in a northern Chinese population[J]. Arch Oral Biol,2020,118:104875.
17. Guang Chu, Jia-min Zhao, Meng-qi Han, Qing-nan Mou, Ling-ling Ji, Hong Zhou, Teng Chen, Shao-yi Du*, Yu-cheng Guo*. Three-dimensional prediction of nose morphology in Chinese young adults: A pilot study combining cone-beam computed tomography and 3dMD photogrammetry system[J]. Int J Legal Med, 2020, 134:1803-1816.
18. Guang Chu, Meng-qi Han, Ling-ling Ji, Mu-jia Li, Hong Zhou, Teng Chen*, Yu-cheng Guo*. Will different sagittal and vertical skeletal types relate the soft tissue thickness: A study in Chinese female adults[J].Legal Med, 2020,42:101633.
19. Yu-cheng Guo#, Ya-hui Wang#, Andreas Olze, Sven Schmidt, Ronald Schulz, Heidi Pfeiffer, Teng Chen*, Andreas Schmeling. Dental age estimation based on the radiographic visibility of the periodontal ligament in the lower third molars: application of a new stage classification[J]. Int J Legal Med, 2020,134(1):369-374.
20. Yu-xia Hou#, Mu-jia Li#, Andreas Olze, Sven Schmidt, Ronald Schulz, Heidi Pfeiffer, Teng Chen, Yu-cheng Guo*, Andreas Schmeling. Dental age estimation using degenerative changes in lower premolars in a northern Chinese population[J]. Rechtsmedizin, 2019, 29(5):407-414.
21. Mu-jia Li, Guang Chu, Meng-qi Han, Teng Chen, Hong Zhou, Yu-cheng Guo*. Application of the Kvaal method for age estimation using digital panoramic radiography of Chinese individuals[J]. Forensic Sci Int, 2019, 301:76-81.
22. Xin-qin Si#, Guang Chu#, Andreas Olze, Sven Schmidt, Ronald Schulz, Teng Chen, Heidi Pfeiffer, Yu-cheng Guo*, Andreas Schmeling. Age assessment in the living using modified Gustafson's criteria in a northern Chinese population[J]. Int J Legal Med, 2019,133(3):921-930.
参编教材
1. 《法医学活体年龄研究前沿》,主编,科学出版社, 2023年1月。
2. 《法医齿科学》,编委(主编 蔡继峰,扎拉嘎白乙拉),人民卫生出版社,2020年8月。
3. 《法医学年龄推断》,编委(主编 邓振华等),科学出版社, 2022年9月。
4. 《奈特法医病理学(原书第四版)》,译著,编委(主译 黄平等),科学出版社, 2024年3月。
获奖情况
1. 2016年 西安市科技进步三等奖1项,基于影像学的颅面部软硬组织测量及其应用研究,排名第2
2. 2023年 西安交通大学第十八届教学成果奖(本科)特等奖,整合思维引导的口腔医学本科“三维三融”全链条育人机制的创新与实践(7/7)
联系方式:
邮箱:xjtu-guoyucheng@163.com
电话:15929935365
姓名:郭昱成
研究方向:1.法医齿科学2.基于颅颌面特征的个体身份鉴识
个人及工作简历
医学博士,人工智能博士后,副教授,博士研究生导师,西安交通大学口腔医院院长助理、口腔数字化技术与发展中心主任、青少年牙颌颜面发育管理专科副主任。中华口腔医学会正畸专业委员会委员,陕西省口腔医学会正畸专委会副主任委员。陕西省青年科技新星。
教育经历:
(1) 2012-09至2016-03,西安交通大学,法医学,博士
(2) 2014-09至2015-09,德国明斯特大学,法医学,联合培养博士
(2) 2008-09至2011-06,西安交通大学,口腔医学,硕士
(3) 2003-09至2008-06,西安交通大学,口腔医学,学士
工作经历:
(1) 2024-01至 今,西安交通大学口腔医院,副主任医师/副研究员
(2) 2019-01至2023-12,西安交通大学口腔医院,主治医师/副研究员
(3) 2016-04至2018-12,西安交通大学口腔医院,住院医师/助理研究员
学术兼职
1、中华口腔医学会正畸专业委员会 委员
2、中华口腔医学会口腔医学计算机专委会 青年委员
3、陕西省口腔医学会正畸专委会 副主任委员
4、法医学权威期刊International Journal of Legal Medicine杂志 编委
科研项目(主持):
主持国家自然科学基金、国家重点研发计划子课题等国家级课题3项,省部级课题2项,横向课题2项。
1、科技部重点研发计划子课题,2022YFC2600852,生******,2022/05-2025/04,89万元,在研,主持。
2、国家自然科学基金青年科学基金项目,81701869,利用牙齿/骨骼MRI及深度学习网络构建西北汉族青少年年龄评价体系的研究,2018/01-2020/12,20万元,结题,主持。
3、陕西省创新人才推进计划-青年科技新星项目,2020KJXX-025,基于牙齿CBCT及深度学习网络探索成年人年龄评价体系的研究,2020/01-2022/12,10万元,在研,主持。
4、中国博士后科学基金, 2019M653664,基于深度学习构建西北汉族青少年牙龄评价体系的研究, 2020/01-2021/12,8万元,结题,主持。
学术及科研成果、专利、论文:
从事法医齿科学个体鉴识、数字化人工智能医学图像处理工作19年。以第一作者或通讯作者在国内外期刊和会议上共发表学术论文40余篇(SCI检索论文30篇),其中16篇论文发表在法医学领域国际权威期刊International Journal of Legal Medicine和Forensic Science International,获批发明专利6项。曾获西安市科技进步三等奖1项(排名第2),西安交通大学第十八届教学成果奖(本科)特等奖(排名第7)。以主编、编委身份参加了《法医学活体年龄研究前沿》、《法医齿科学》、《法医学年龄推断》、《奈特法医病理学(原书第四版)》4部法医学专著及教材的编写工作。
近5年发表论文
1.Dong Zhang#, Jing Yang#, Shao-yi Du*, Wen-qing Bu,Yu-cheng Guo*. An uncertainty-aware and sex-prior guided biological age estimation from orthopantomogram images[J]. IEEE J Biomed Health, 2023, 27(10): 4926-4937.
2.Biao Zhao#, Weiqiang Jin#, Zhang Chen,Yu-cheng Guo*. A semi-independent policies training method with shared representation for heterogeneous multi-agents reinforcement learning[J]. Front Neurosci, 2023,17:1201370.
3.Wen-qing Bu, Yu-xin Guo, Dong Zhang, Shao-yi Du, Meng-qi Han, Zi-xuan Wu, Yu Tang, Teng Chen,Yu-cheng Guo*, Hao-tian Meng*. Automatic sex estimation using deep convolutional neural network based on orthopantomogram images[J]. Forensic Sci Int, 2023,348: 111704.
4.Shaoyi Du, Yuying Liu, Xijing Wang, Yuting Chi, Nanning Zheng,Yu-cheng Guo*. Curriculum classification network based on margin balancing multi-loss and ensemble learning[J]. Future Gener Comp Sy, 2023, 145:150-163.
5.Wenqing Bu, Lingling Ji, Mengqi Han, Zixuan Wu, Badr Sultan, Teng Chen, Yu Tang,Yu-cheng Guo*, Fei Wang*. Accuracy comparison of tooth volume and mesiodistal diameter measurements for sex dimorphism based on cone-beam computed tomography: a study for the northern Chinese population[J]. Forensic Sci Res, 2023, 8(2): 133-139.
6.Yuping Lin, Yuting Chi, Hongchen Han, Mengqi Han,Yu-cheng Guo*. Multimodal orthodontic corpus construction based on semantic tag classification method[J]. Neural Process Lett, 2022, 54:2817-2830.
7.Mu-jia Li, Jia-min Zhao, Wen-jie Chen, Xin Chen, Guang Chu, Teng Chen,Yu-cheng Guo*. Can canines alone be used for age estimation in Chinese individuals when applying the Kvaal method? [J]. Forensic Sci Res, 2022,7(2):132-137.
8.Jia-min Zhao, Shaoyi Du, Yuying Liu, Badr Sultan Saif, Yuxia Hou,Yu-cheng Guo*. Evaluation of the stability of the palatal rugae using the three-dimensional superimposition technique following orthodontic treatment[J]. J Dent, 2022,119:104055.
9.Mengqi Han, Shaoyi Du*, Yuyan Ge, Dong Zhang, Yuting Chi, Hong Long, Jing Yang, Yang Yang, Jingmin Xin, Teng Chen, Nanning Zheng,Yu-cheng Guo*. With or without human interference for precise age estimation based on machine learning?[J]. Int J Legal Med, 2022, 136(3):821-831.
10.Badr Sultan Saif, Feng Pan, Qingnan Mou, Mengqi Han, Wenqing Bu, Jiamin Zhao, Limin Guan, Fei Wang, Rui Zou, Hong Zhou,Yu-cheng Guo*. Efficiency evaluation of maxillary molar distalization using Invisalign based on palatal rugae registration[J]. Am J Orthod Dentofacial Orthop, 2022,161(4):e372-e379.
11.Yu-cheng Guo, Badr Sultan Saif, Wenqing Bu, Jiamin Zhao. Authors’ response[J]. Am J Orthod Dentofacial Orthop, 2022, 161:765.
12.Jia-min Zhao, Ling-ling Ji, Meng-qi Han, Qing-nan Mou, Guang Chu, Teng Chen, Shao-yi Du, Yu-xia Hou*,Yu-cheng Guo*. Lip morphology estimation models based on three-dimensional images in a modern adult population from China[J]. Int J Legal Med, 2021, 135(5): 1887-1901.
13.Yu-cheng Guo, Meng-qi Han, Yu-ting Chi, Hong Long, Dong Zhang, Jing Yang, Yang Yang, Teng Chen, Shao-yi Du*. Accurate age classification using manual method and deep convolutional neural network based on orthopantomogram images[J]. Int J Legal Med, 2021, 135(4):1589-1597.
14.Qing-nan Mou#, Ling-ling Ji#, Yan Liu, Pei-rong Zhou, Meng-qi Han, Jia-min Zhao, Wen-ting Cui, Teng Chen, Shao-yi Du, Yu-xia Hou*,Yu-cheng Guo*. Three-dimensional superimposition of digital models for individual identification[J]. Forensic Sci Int, 2021, 318:110597.
15.Wen-ting Cui, Shao-yi Du*, Teng Wan, Run-zhao Yao, Yu-ying Liu, Meng-qi Han, Qing-nan Mou,Yu-cheng Guo*, Nan-ning Zheng. Robust and precise isotropic scaling registration algorithm using bi-directional distance and correntropy[J]. Pattern Recogn Lett, 2020, 138: 298-304.
16.Meng-qi Han, Si-xuan Jia, Chen-xu Wang, Guang Chu, Teng Chen, Hong Zhou,Yu-cheng Guo*. Accuracy of the Demirjian, Willems and Nolla methods for dental age estimation in a northern Chinese population[J]. Arch Oral Biol,2020,118:104875.
17.Guang Chu, Jia-min Zhao, Meng-qi Han, Qing-nan Mou, Ling-ling Ji, Hong Zhou, Teng Chen, Shao-yi Du*,Yu-cheng Guo*. Three-dimensional prediction of nose morphology in Chinese young adults: A pilot study combining cone-beam computed tomography and 3dMD photogrammetry system[J]. Int J Legal Med, 2020, 134:1803-1816.
18.Guang Chu, Meng-qi Han, Ling-ling Ji, Mu-jia Li, Hong Zhou, Teng Chen*,Yu-cheng Guo*. Will different sagittal and vertical skeletal types relate the soft tissue thickness: A study in Chinese female adults[J].Legal Med, 2020,42:101633.
19.Yu-cheng Guo#, Ya-hui Wang#, Andreas Olze, Sven Schmidt, Ronald Schulz, Heidi Pfeiffer, Teng Chen*, Andreas Schmeling. Dental age estimation based on the radiographic visibility of the periodontal ligament in the lower third molars: application of a new stage classification[J]. Int J Legal Med, 2020,134(1):369-374.
20.Yu-xia Hou#, Mu-jia Li#, Andreas Olze, Sven Schmidt, Ronald Schulz, Heidi Pfeiffer, Teng Chen,Yu-cheng Guo*, Andreas Schmeling. Dental age estimation using degenerative changes in lower premolars in a northern Chinese population[J]. Rechtsmedizin, 2019, 29(5):407-414.
21.Mu-jia Li, Guang Chu, Meng-qi Han, Teng Chen, Hong Zhou,Yu-cheng Guo*. Application of the Kvaal method for age estimation using digital panoramic radiography of Chinese individuals[J]. Forensic Sci Int, 2019, 301:76-81.
22.Xin-qin Si#, Guang Chu#, Andreas Olze, Sven Schmidt, Ronald Schulz, Teng Chen, Heidi Pfeiffer,Yu-cheng Guo*, Andreas Schmeling. Age assessment in the living using modified Gustafson's criteria in a northern Chinese population[J]. Int J Legal Med, 2019,133(3):921-930.
参编教材
1.《法医学活体年龄研究前沿》,主编,科学出版社, 2023年1月。
2.《法医齿科学》,编委(主编 蔡继峰,扎拉嘎白乙拉),人民卫生出版社,2020年8月。
3.《法医学年龄推断》,编委(主编 邓振华等),科学出版社, 2022年9月。
4.《奈特法医病理学(原书第四版)》,译著,编委(主译 黄平等),科学出版社, 2024年3月。
获奖情况
1.2016年 西安市科技进步三等奖1项,基于影像学的颅面部软硬组织测量及其应用研究,排名第2
2.2023年 西安交通大学第十八届教学成果奖(本科)特等奖,整合思维引导的口腔医学本科“三维三融”全链条育人机制的创新与实践(7/7)
联系方式:
邮箱:xjtu-guoyucheng@163.com
电话:15929935365