个人简介
教育经历
2007-2011 香港理工大学工程学院 博士
2003-2006 西安交通大学生命学院 硕士
1999-2003 南昌航空大学信息工程学院 学士
工作经历
2020-至今 华东师范大学 副研究员
2019 牛津大学高等研究院(苏州) 高级研究员，医学超声人工智能实验室主任
2018 美童智能科技 首席科学家
2013-2017 飞利浦亚洲研究院 高级科学家
2011-2012 美国哥伦比亚大学 博士后研究员
2006-2007 香港理工大学 研究助理
个人简介
15年医学超声科学研究和技术开发经验，专注于解决产业和临床实际问题的科学研究。
研究方向：医学影像AI，影响组学（Radiomics），超声自动化（目标自动识别、测量、跟踪、分析等），手持超声系统开发等
应用方向：急救、重症、妇产、肿瘤、骨科、神经等
近期论文
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18. Q. Li et al. 2020. Identification of Melanoma from Hyperspectral Pathology Image using 3D Convolutional Networks. IEEE Transactions on Medical Imaging. Submitted.
17. J.Chen, J. Li, C. He, W. Li and Q. Li. 2020. Automated pleural line detection based on Radon transform using ultrasound. Ultrasonic Imaging. Submitted.
16. J. Chen, C. He, J. Yin, J. Li, W. Li and Q. Li. 2020. Quantitative Analysis and Automated Scoring for Evaluation of COVID-19 Pneumonia Using Lung Ultrasonography. Ultrasonics. Submitted.
15. J. Chen, J. Li, X. Ding, G. Wei, X. Wang and Q. Li. 2020. Automated ultrasound measurement of the inferior vena cava: an animal study. Ultrasonic Imaging. 42(3) 148–158.
14. J. Chen, J. Li, X. Ding, C. Chang, X. Wang and D. Ta. 2018. Automated identification and localization of the inferior vena cava using ultrasound: An animal study. Ultrasonic Imaging. 40(4):232-244.
13. P. Muleki-Seya, R. Guillermin, J. Guglielmi, J. Chen, T. Pourcher, E. Konofagou and E. Franceschini. 2016. High-Frequency Quantitative Ultrasound Spectroscopy of Excised Canine Livers and Mouse Tumors Using the Structure Factor Model. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 63(9):1335-1350.
12. J. Chen, Y. Hou, F. Marquet and E. Konofagou. 2015. Radiation-force-based estimation of acoustic attenuation using Harmonic Motion Imaging. Physics in Medicine and Biology. 60:7449-7512.
11. D. Shahmirzadi, Y. Hou, J. Chen and E. Konofagou. 2013. Ex vivo characterization of canine liver tissue viscoelasticity after high-intensity focused ultrasound ablation. Ultrasound in Medicine and Biology, 40(2):341-350.
10. J. Chen, Z. Su. 2013. On ultrasound waves guided by bones with coupled soft tissues: A mechanism study and in vitro calibration. Ultrasonics, 54(5):1186-1196.
9. J. Chen, Z. Su, L. Cheng and D.A. Ta. 2013. Exploring and calibrating local curvature effect of cortical bone for quantitative ultrasound (QUS). Structural Engineering and Mechanics, 48(4): 501-518.
8. J. Chen, Z. Su and L. Cheng. 2012. The medium coupling effect on propagation of guided waves in engineering structures and human bone phantoms, Coupled Systems Mechanics, An International Journal, 1(4):297-309.
7. X.D. Qian, M.S. Cao, Z. Su and J. Chen. 2012. A hybrid particle swarm optimization (PSO)-simplex algorithm for damage identification of delaminated beams, Mathematical Problem in Engineering, 2012:1-11.
6. J.Y. Peng, M.S. Cao, N. Xia and J. Chen (Corresponding author). Natural frequency spectra of cracked beams for dynamic property characterization. Applied Mechanics and Materials, 275-277: 247-251.
5. J. Chen, Z. Su, L. Cheng and L. Qin. 2012. Modeling elastic waves in coupled media: Estimate of soft tissue influence and application to quantitative ultrasound.Ultrasonics, 53(2):350–362.
4. J. Chen, J. Foiret, J.G. Minonzio, M. Talmant, Z. Su, L. Cheng and P. Laugier. 2012. Measurement of guided mode wavenumbers in softtissue-bone mimicking phantoms using ultrasonicaxial transmission, Physics in Medicine and Biology, 57:3025–3037.
3. J. Chen, Z. Su, L. Cheng and L. Qin. 2010. Influence of soft tissues on ultrasonic Lamb waves in synthesised soft tissue-bone phantoms, Proc. IFMBE, 31:1315-1318.
2. J. Chen, Z. Su and L. Cheng. 2010. Identification of corrosion damage in submerged structures using fundamental anti-symmetric Lamb waves, Smart Materials and Structures, 19(1):015004(12pp).
1. Y.P. Zheng, J. Chen and H.Y. Ling. 2010. Development of an ultrasound platform for the evaluation of plantar soft tissue properties, Instrumentation Science & Technology, 39(3):248–260.
Conference papers:
10. D. Shahmirzadi, J. Chen, Y. Hou, E. Konofagou. 2013. A Viscoelastic Property Study in Canine Liver Before and After HIFU Ablation In Vitro. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 3-7 July, 2013, Osaka, Japan.
9. J.Y. Peng, M.S. Cao, N. Xia and J. Chen. 2012. Natural Frequency Spectra of Cracked Beams for Dynamic Property Characterization, in Proceedings of the 2012 International Conference on Applied Mechanics and Materials (ICAMM 2012), 24-25 November, 2012, Sanya, China.
8. J. Chen, Y. Hou, F. Marquet and E. Konofagou. 2012. Radiation-force-based estimation of acoustic attenuation using harmonic motion imaging. the 164th Meeting of the Acoustical Society of America, 22-26 October, Kansas City, MO, USA.
7. J. Chen, Z. Su and L. Cheng. 2012. Coupling effect on propagation of guided waves in engineering structures and human bone phantoms, in Proceedings of the 2012 International Conference on Advances in Coupled Systems Mechanics (ACSM’12), 26-29 August, 2012, Seoul, Republic of Korea.
6. J. Chen, Z. Su and L. Cheng. 2010. Identification of corrosion damage in submerged structures using anti-symmetric Lamb wave mode, in Proceedings of the 5th European Workshop on Structural Health Monitoring, Jul, 2010, Naples, Italy.
5. J. Chen, Z. Su, L. Cheng and L. Qin. 2010. Influence of soft tissues on ultrasonic Lamb waves in synthesised soft tissue-bone phantoms, in Proceedings of the 6th World Congress of Biomechanics (WCB 2010) in conjunction with the 14th International Conference on Biomedical Engineering (ICBME) and the 5th Asia-Pacific Conference on Biomechanics (AP Biomech-2010), edited by Lim, C.T. and Goh, J.C.H., Heidelberg: Springer-Verlag GmbH & Co., ISBN: 978-3-642-14514-8, pp. 1315-1318, 1-6, August, 2010, Singapore.
4. J. Chen, Z. Su and L. Cheng. 2009. Exploring influence of coupled fluid layer on propagation of Lamb waves in bone phantoms: Modelling and experiment, in Proceeding of the 3th International Conference onMechanics of Biomaterials & Tissues, pp. 99, Dec, 2009, Clearwater Beach, USA.
3. J. Chen, Z. Su and L. Cheng. 2009. Influence of media coupling on Lamb waves in bone phantoms, in Proceedings of the 4th Asia-Pacific Conference on Biomechanics. pp. 236-237, Apr, 2009, Christchurch, New Zealand.
2. J. Chen, Y.P. Zheng and H.Y. Ling. 2007. Development of ultrasound platform for the evaluation of the plantar soft tissue properties, in Proceeding of the 6th International Conference and Imaging of Tissue Elasticity. pp.99, Nov, 2007, New Mexico, USA.
1. J. Chen and J. Wang. Development of physical therapy instrument for cervical spondylosis treatment, in Proceeding of International Forum on Rehabilitation 2005 and the 6th Chinese Symposium of Rehabilitation Medical Engineering & Rehabilitation Engineering. pp.133, Aug, 2005, Xian, China
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