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期刊论文（*通讯作者 #共同第一）
W.Y. Xing, C. He, Y.B. Ma, Y.M. Liu, Q.Li, W.F. Li, J. Chen*, D.A. Ta. 2024. Combining quantitative and qualitative analysis for scoring pleural line in lung ultrasound. Physics in Medicine and Biology. Accepted.(IF: 4.174, JCR: 2区)
Y.M. Liu, Q.M. Huang, X.X. Han, T.T. Liang, Z.F Zhang, X. Lu, B. Dong, J.J. Yuan, Y. Wang, M.H. Hu, J.F. Wang, A. Stefanidis, J.L. Su, J. Chen*, Q.L. Li, Y.Q. Zhang. 2024. Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning. Journal of Imaging Informatics in Medicine. (IF: 4.4, JCR: 1区) 2024-Liu-JIIM.pdf
X.H. Liu, Y.Y. Miao, L. Qian, Z.T. Shi, Y. Wang, J.L. Su, C. Chang, J.Y. Chen, J. Chen* and J.W. Li. 2024. Deep Learning Radiomics-Based Ultrasound Analysis Facilitates Precise Distinction between Parotid Pleomorphic Adenoma and Warthin Tumor. Frontiers in Oncology. Accepted. (IF:4.7, JCR:2区)
J.W. Li, D.L. Sheng, J. Chen#, C. You, S. Liu, H.X. Xu, C. Chang. Artificial Intelligence in Breast Imaging: Potentials and Challenges. 2023. Physics in Medicine and Biology. 68 23TR01. (IF: 4.174, JCR: 2区) 2023-Li-PMB.pdf
Y.M. Liu, X.X. Han, T.T. Liang, B. Dong, J.J. Yuan, M.H. Hu, Q.H. Liu, J. Chen*, Q.L. Li, Y.Q. Zhang. 2023. EDMAE: An Efficient Decoupled Masked Autoencoder for Standard View Identification in Pediatric Echocardiography. Biomedical Signal Processing and Control. 105280. (IF: 5.1, JCR:2 区）2023-Liu-BSPC.pdf
Y.M. Liu, X.X. Han, T.T. Liang, B. Dong, J. Yuan, M. Hu, Q. Liu, J. Chen*, Q. Li, Y.Q. Zhang. 2023. Intelligent diagnosis of Atrial septal defect in children using Echocardiography with deep learning. Virtual Reality & Intelligent Hardware. Accepted.
Z. Shi, Y.Ma, X.Ma, A.Jin, J.Zhou, N.Li, D.Sheng, C.Chang, J.Chen*, J. Li. 2023. Differentiation between phyllodes tumor and fibroadenoma at breast ultrasound: deep learning model outperforms ultrasound physicians. Sensors. 5099 (IF: 3.847, JCR:2区) 2023-Shi-Sensors.pdf
J. Chen, S. Hou, L. Feng, B. Lu, M.L. Yang, F. Sun, Q.L. Li, T. Tan, X. Deng and G.F. Wei. 2023. Ultrasonic Evaluation of Fetal Lung Development Using deep learning with Graph. Displays. 102451. (IF: 3.074, JCR:2区) Chen et al.-2023-Displays.pdf
X. Zhang, L. Zhang, T. Gong, Z. Wang, K. Guo, J. Li, Y Chen, J. Zhang, B. Ye, J. Ding, J. Zhu, F. Liu, D. Hu, J. Chen, C. Zhou, D. Zou. 2023. A combined radiomic model distinguishing GISTs from leiomyomas and schwannomas in the stomach based on endoscopic ultrasonography images. Journal of Applied Clinical Medical Physics. 24:e14023.
范浩浩,姜倩倩,邢文宇,陈建刚,何超,李文放. 基于人工智能的自动肺部超声评分对 ARDS 患者血管外肺水评估的价值.中国急救医学. 2023, 6:24-29. 2023-范浩浩-急救医学.pdf
刘贻曼,张志芳,沈蓉,陈丽君,胡孟晗,陈建刚,李庆利,张玉奇. 迷走锁骨下动脉的超声心动图与CTA术前诊断价值及术后随访分析[J]. 临床超声医学杂志,2023,25(02):95-100.2023-刘贻曼-临床超声医学.pdf
刘贻曼,韩啸翔,张玉奇,张志芳,沈蓉,董斌,袁加俊,胡孟晗,李庆利,陈建刚*. 深度学习在儿童心脏超声标准切面自动智能识别中的应用[J].海军军医大学学报，已录用，2023.
王卓然,张贤达,曹羽成,张玲,龚婷婷,马烨波,段晓倩,郭康丽,李军,陈媛,张健涛,叶本功,丁进,朱建伟,刘枫,胡端敏,周春华,邹多武,李庆利,陈建刚*. 基于影像组学和机器学习的胃肠道间质瘤与非胃肠道间质瘤鉴别. 海军军医大学学报，2023. 已接收.
刘贻曼，张玉奇，张志芳，沈蓉，陈丽君，吴兰平，李庆利，陈建刚，胡孟晗. 2023. 儿童先天性右心房畸形的超声心动图诊断价值及误诊分析. 医学影像杂志. 33(2):220-224.2023-刘贻曼-医学影像学.pdf
J Chen, M Shen, S Hou, X. Duan, Y. Cao, W. Qin, Q. Niu, Q. Li, Y. Zhang and Y. Wang. 2022. Intelligent Interpretation of Four Lung Ultrasonographic Features with Split Attention and Mish Function based Resnet. Biomedical Signal Processing & Control. 81:104228. (IF: 5.076，JCR：二区) Chen et al. 2022-BSPC.pdf
W. Xing, G. Li, C. He, Q. Huang, X. Cui, Q. Li, W. Li, J. Chen* and D. Ta. 2022. Automatic Detection of A-line in Lung Ultrasound Images Using Deep Learning and Image Processing. Medical Physics. Accepted. (IF: 4.506，JCR：二区) 2022-Xing-MP.pdf
Z. Zhao, S. Hou, S. Li, D. Sheng, Q. Liu, C. Chang, J. Chen*, J. Li. 2022. Application of Deep Learning to Reduce the Rate of Malignancy Among BI-RADS 4A Breast Lesions Based on Ultrasonography. Ultrasound in Medicine & Biology. 48(11):2267-2275. (IF: 3.694，JCR：一区) 2022-Zhao et al-UMB.pdf
W. Xing, W. He, X. Li, J. Chen, Y. Cao, W. Zhou, Q. Shen, X. Zhang and D. Ta. 2022. Early severity prediction of BPD for premature infants from chest X-ray images using deep learning: A study at the 28th day of oxygen inhalation. Computer Methods and Programs in Biomedicine. 221:106869. (IF: 5.428)
W. Zhang, S. Hou, Y. Chen, F. Mao, Y. Dong, J. Chen and W. Wang. Deep Learning for Approaching Hepatocellular Carcinoma Ultrasound Screening Dilemma: Identification of α-Fetoprotein-Negative Hepatocellular Carcinoma From Focal Liver Lesion Found in High-Risk Patients. Frontiers in Oncology. 26;12:862297. (IF: 6.244)
Q. Huang,Y. Lei, W. Xing, C. He, G. Wei, Z. Miao,Y. Hao, G. Li, Y. Wang, Q. Li, X. Li, W. Li and J. Chen*. 2022. Evaluation of pulmonary edema using ultrasound imaging in patients with covid-19 pneumonia based on a non-local channel attention resnet. Ultrasound in Medicine & Biology. S0301-5629(22)00039-4. (IF: 3.694，JCR：一区) 2022-Huang-UMB.pdf
W. Xing, C. He, J. Li, W. Qin, M. Yang, G. Li, Q. Li, D. Ta, G. Wei, W. Li and J. Chen*. 2022. Automated lung ultrasound scoring for evaluation of coronavirus disease 2019 pneumonia using two-stage cascaded deep learning model. Biomedical Signal Processing and Control. 75:103561.(IF: 5.076，JCR：二区)2022-Xing-BPSC.pdf
马烨波，邵杰，杨桓，黄麒铭，邢文宇，叶长青，王卓然，杨明雷，陈锴，李博，陈自强，陈建刚. 2022. 基于支持向量机的椎弓根螺钉钉道超声图像评估方法研究. 海军军医大学学报. 43(9):993-999. 2022-马烨波-海医大学报.pdf
段晓倩，陈建刚，王茵，秦伟，曹羽成，马烨波，王卓然，魏高峰，沈梦君. 2022. 基于深度学习的四种肺部超声征象分类. 海军军医大学学报. 43(8):901-907.2022-段晓倩-海医大学报.pdf
毛禹皓，李佳清，杨敬涵，张雅涵，马烨波，王卓然，秦伟，郭强，李庆利，魏高峰，陈建刚. 2022. 人体汗液生化微信号无创连续采集传输系统. 电子制作. 已接收.
J. Xi#, J. Chen#, Z. Wang, D. Ta, B. Lu, X. Deng, X. Li and Q. Huang. 2021. Simultaneous Segmentation of Fetal Hearts and Lungs for Medical Ultrasound Images via an Efficient Multi-scale Model Integrated With Attention Mechanism. Ultrasonic Imaging. 43(6) 308–319. (IF: 2，JCR：三区) 2021-Xi-UI.pdf
Q. Wang, L. Sun, Y. Wang, M. Zhou, M. Hu, J. Chen, Y. Wen and Q. Li. 2021. Identification of Melanoma From Hyperspectral Pathology Image Using 3D Convolutional Networks. IEEE Transactions On Medical Imaging. 40(1):218-227. (IF:10.048)
Q. Zhang. Y. Wang, S. Qiu, J. Chen, L. Sun, Q. Li. 2021. 3D-PulCNN: Pulmonary cancer classification from hyperspectral images using convolution combination unit based CNN. Journal of Biophotonics. 14( 12), e202100142. (IF: 3.207)
J. Li, Y. Cao, Z. Zhao, X. Duan, Z. Shi, C. Chang and J. Chen*. 2021. Prediction for pathological and immunohistochemical characteristics of triple-negative invasive breast carcinomas: The performance comparison between quantitative and qualitative sonographic feature analysis. European Radiology. 32:1590-1600. (IF: 5.3，二区) 2021-Li-ER.pdf
J. Chen, C. He, J. Yin, J. Li, W. Li and Q. Li. 2021. Quantitative Analysis and Automated Lung Ultrasound Scoring for Evaluating COVID-19 Pneumonia With Neural Networks. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. doi: 10.1109/TUFFC.2021.3070696. (IF: 3.267，JCR：二区) Chen et al. 2021-IEEE.pdf
J. Yin, J. Li, Q. Huang, Y. Cao, Q. Duan, B. Lu, X. Deng, Q. Li and J. Chen*. 2021. Ultrasonographic Segmentation of Fetal Lung with Deep Learning. Journal of Biosciences and Medicines. 9:146-153.2021-Yin-JBM.pdf
J. Chen, J. Li, C. He, W. Li and Q. Li. 2021. Automated pleural line detection based on Radon transform using ultrasound. Ultrasonic imaging. 43(1):19-28. (IF: 2，JCR：三区) Chen et al. 2021-UI.pdf
向桂齐阳; 陈贝宁; 林诗祺; 朱包良; 陈建刚*; 徐伟刚*. 减压性气泡多普勒评级. 中国职业医学, 2021, 48(04): 472-475.
Q. Zhang, L. Sun, J. Chen, M. Zhou, M. Hu, Y. Wen and Q. Li. 2020. Speeded up robust features based image mosaic method for large scale microscopic hyperspectral pathological imaging. Measurement Science and Technology. 32(2). (IF: 2.046)
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. (IF: 2，JCR：三区)Chen et al. 2020-UI.pdf
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. (IF: 2，JCR：三区)Chen et al. 2018-UI.pdf
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. (IF: 2.7)
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. (IF: 3.609)Chen et al.-2015-PMB.pdf
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. (IF: 2.998)
J. Chen and 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. (IF: 2.89)Chen et al. 2013-Ultrasonics-1.pdf
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. (IF: 3.5)
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.Chen et al. 2013-CSM.pdf
X.D. Qian, M. Cao, J. Chen and Z. Su. 2012. A hybrid particle swarm optimization (PSO)-simplex algorithm for damage identification of delaminated beams, Mathematical Problem in Engineering, 2012:1-11.
J.Y. Peng, M.S. Cao, N. Xia and J. Chen*. 2013. Natural frequency spectra of cracked beams for dynamic property characterization. Applied Mechanics and Materials, 275-277: 247-251.
J. Chen, Z. Su, L. Cheng and L. Qin. 2013. Modeling elastic waves in coupled media: Estimate of soft tissue influence and application to quantitative ultrasound. Ultrasonics, 53(2):350–362. (IF:2. 89)Chen et al. 2013-Ultrasonics.pdf
J. Chen, J. Foiret, J.G. Minonzio, M. Talmant, Z. Su, L. Cheng and P. Laugier. 2012. Measurement of guided mode wavenumbers in soft tissue-bone mimicking phantoms using ultrasonic axial transmission, Physics in Medicine and Biology, 57:3025–3037. (IF: 3.609)
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.
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). (IF: 3.585)Chen et al. 2010-SMS.pdf
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. (IF: 1.584)
会议论文
Y. Cao, X. Duan, S. Hou, W. Xing, M. Yang, Y. Ma, Z. Wang, W. Li, Q. Li, C. He, J. Chen*. 2022. Intelligent classification of B-line and white lung from COVID-19 pneumonia ultrasound images using radiomics analysis. The 14th International Conference on Bioinformatics and Biomedical Technology (ICBBT 2022).
杨敬涵，姜梦圆，张皓，秦伟，陈上仲，李庆利，魏高峰，陈建刚*，胡才宝. 多参数低血容量性休克预警系统研究. 中华医学会第15次全国重症医学大会, 2021.
邢文宇，陈上仲，秦伟，魏高峰，他得安，李庆利，陈建刚*，胡才宝. 基于深度学习的肺超声A线自动检测算法研究. 中华医学会第15次全国重症医学大会, 2021.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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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