罗守华

发布者:张怡茹发布时间:2013-01-23浏览次数:26927

 


罗守华,男,东南大学生物科学与医学工程学院智能医学系教授、博导,长期从事医学图像分析、X线CT成像理论与方法研究、软硬件系统开发及应用方面的工作。承担了国家级、省级及企业课题共20多项,包括国家自然科学基金项目5项、科技部重点研发项目1项、江苏省科技厅重点项目3项等。研制出高分辨CT(分辨率最高500纳米)、小动物显微CT及小动物能谱CT设备。开发AI辅助医学图像和视频识别、跟踪算法,可实现医学影像的在线辅助诊断、质控和教学。发表SCIEI收录文章50余篇,主要发表于Med Phys.Phys Med Biol.Adv. Healthcare Mater.、科学通报、Sensing & Imaging等科学期刊;授权国家发明专利10余项。

主持和承担的主要科研项目:

1.   江苏省前沿引领技术基础研究专项, BK20222002, MPI-能谱CT双模态成像设备研制及应用技术开发, 2022/10-2027/09

2.   江苏省重点研发计划,BE2022828,基于运动控糖站和5G+智能信息系统的体卫融合糖尿病三级预防关键技术科技示范(负责颈动脉超声影像的自动分析和诊断),2022/09-2025/06

3.   国家自然科学基金面上项目,61871126,基于深度学习的低剂量显微CT高质量成像方法研究,2019/01-2022/12

4.   国家重点研发计划,2017YFA0104302,干细胞移植示踪的影像分析技术,2017/07  2021/12

5.   国家自然科学基金面上项目,61179035,基于压缩感知的小动物CT成像放射剂量控制和超分辨率问题的研究,2012/01-2015/12

6.   国家自然科学基金专项基金项目,61127002,细胞团显微成像与分析用高分辨率X-CT研究,2012/01-2015/12

7.   在研和已完成的横向课题约20

代表性文章

1.       Zha K, Zhao Q, Luo S, Li Y. Bilateral extended FDK: An improved weighting method for static CT imaging[J]. Med Phys. 2023;00 :1-16 https://doi.org/10.1002/mp.16639

2.       Li G, Chen X, You C, Luo S, et al. A nonconvex modelbased combined geometric calibration scheme for micro conebeam CT with irregular trajectories[J]. Med Phys, 2023.

3.       Zhao Q, Li J, Li Y, Luo S, et al. Super-resolution model-based iterative reconstruction for lens-coupled micro-CT imaging[J]. Measurement Science and Technology, 2023, 34(8): 085401.

4.       Zhou J, Li G, Wang R, Luo S. A Novel Contrastive Self-Supervised Learning Framework for Solving Data Imbalance in Solder Joint Defect Detection[J]. Entropy, 2023, 25(2): 268.

5.       Yan D, Zhao Q, Zheng L, Zhou X, Luo S. SSRNet: A CT Reconstruction Network Based on Sparse Connection and Weight Sharing for Parameters Reduction[J]. Sensing and Imaging, (2022) volume 23, Article number: 14

6.       Yao, WG; Chen, LJ; Wu, HM; Zhao, QX; Luo, SH. Micro-CT image denoising with an asymmetric perceptual convolutional network[J].Phys. Med. Biol.;2021; 66(13).

7.       Luo, Shouhua; Zheng, Liang; Luo, Shuang; Gu, Ning; Tang, XiangyangData Sustained Misalignment Correction In Microscopic Cone Beam CT Via Optimization Under The Grangeat Epipolar Consistency Condition[J]. Med Phys. 2020; 47(2): 498-508 DOI:10.1002/mp.13915

8.       Chen, L., Zheng, L., Lian, M., Luo, S. (2020). A C-GAN Denoising Algorithm in Projection Domain for Micro-CT[J]. Molecular & Cellular Biomechanics, 17(2), 85–92.

9.       Cui, Xuelin; Mili, Lamine; Bechwati, Ibrahim; Luo, Shouhua Robust Regression-based Estimation Of Isocenter Offset With Subpixel Precision In Tomographic Image Reconstruction[J]. Journal of Medical Imaging, v6,n4,October 1, 2019

10.     Xiaohui Gu, Guang Li, Ning Gu, Shouhua Luo* Experimental Research of In Vivo Mouse Cardiac 4D Micro-CT Imaging via Deformation Vector Field Registration[J].Sensing and Imaging (2019) 20:25

11.     Guang Li, Shouhua Luo, Chenyu You, Matthew Getzin, Liang Zheng, Ge Wang and Ning Gu* A novel calibration method incorporating nonlinear optimization and ball‐bearing markers for cone-beam CT with a parameterized trajectory[J]. Med Phys. 2019 Jan; 46(1):152-164.

12.     Shouhua Luo, Tao Shen, Yi Sun, Jing Li, Guang Li and Xiangyang Tang*. Interior tomography in microscopic CT with image reconstruction constrained by full field of view scan at low spatial resolution[J]. Phys. Med. Biol., 2018, 63(7).

13.     Shuang Luo, Shouhua Luo. An Epipolar Based Algorithm for Respiratory Signal Extraction of Small Animal CT[J]. Sensing & Imaging, 2018, 19(1):4.

14.     Shouhua Luo, Huazhen Wu, Yi Sun, Jing Li, Guang Li and Ning Gu* A fast beam hardening correction method incorporated in a filtered back-projection based MAP algorithm[J].Phys. Med. Biol.62 (2017) 1810–1830

15.     Diego M. Peña, Shouhua Luo,* and Abdeldime M. S. Abdelgader Auto Diagnostics of Lung Nodules Using Minimal Characteristics Extraction Technique[J]. Diagnostics 2016, 6, 13; doi:10.3390

16.     Guang Li#Shouhua LuoYuling YanNing Gu* A method of extending the depth of focus of the high-resolution X-ray imaging system employing optical lens and scintillator: a phantom study[J]. BioMedical Engineering OnLine, 2015,14(Suppl 1)

17.     鄢志鸿,季续,许润泽,王硕然,罗守华. 基于光子计数器能谱响应优化的能谱CT造影剂K边缘分解方法[J].中国体视学与图像分析,2023,28(01):64-76.

18.     曾子炀,成汉林,周静,刘鹏飞,罗守华. 一种射频芯片检测中的邦球邦线识别方法[J].电子测量技术,2023,46(05):129-134.

19.     罗守华*, 倪杨阳, 郑慧芬, 曹胜武. 多模影像的脑深部电刺激术后效果评估管线的设计与实现.生物医学工程学杂志2019, 36(3): 356-363

20.     蒋建慧, 姚静, 张艳娟, 赵海桐,许迪, 罗守华*.基于深度学习的超声自动测量左室射血分数的研究[J]. 临床超声医学杂志, 2019, 21(01):76-80.

21.     贺凯, 许迪, 蔡雨蒙,刘云,罗守华*. 超声质控中视频交互关键技术的研究和开发[J]. 临床超声医学杂志, 2018, 20(10):72-75.

22.     孙翌,沈涛,吴华珍,李光,罗守华,顾宁*细胞团成像与分析用高分辨显微CT系统的研究. 中国科学基金, 04, pp 320-324, 2016/7/15

23.     姚佳丽,李中源,吴华珍,李光,罗守华* 基于字典学习的超分辨率显微CT 图像重建. 东南大学学报( 自然科学版), 2016,465):957-963

24.     李中源, 李光, 孙翌, 陈功,罗守华* 一种基于全局字典学习的小动物低剂量计算机断层扫描降噪方法. 生物医学工程学杂志, 2016, 33(2):279-286

25.     薄腾飞#,崔燕南,钱砾,罗守华* CBCT系统的X射线管组合机头控制系统设计与实现,生物医学工程学杂志2013304):838-842

26.     李光#,罗守华,顾宁*  Nano CT成像进展,科学通报2013587):501-509

会议论文选录:

1.       Yi Li, Jing Li, Tianshu Wang, Maosen Lian, and Shouhua Luo Micro-CT imaging of super-resolution MBIR algorithm based on sub-pixel displacement, SPIE Medical Imaging 2020: Physics of Medical Imaging, 113123N; https://doi.org/10.1117/12.2549418

2.       Liang Zheng, Shuang Luo, Lujie Chen, Shouhua Luo* Self-geometric calibration of circular cone beam CT based on epipolar geometry consistency. SPIE Medical Imaging 2019: Physics of Medical Imaging 10948-90

3.       Ruijie Jiang, Guang Li, Ning Gu, Gong Chen, Shouhua Luo* A wire scanning based method for geometric calibration of high resolution CT system. SPIE Medical Imaging 2016: Physics of Medical Imaging, 2016 Proceedings No.978331

4.       Zhongyuan Li, Guang Li,Yi Sun, Shouhua Luo* Ring artifacts removal via spatial sparse representation in cone beam CT. SPIE Medical Imaging 2015: Physics of Medical Imaging, 2015 Proceedings No.94122K

5.       Jiang TaoLuo Shouhua*Yan Yuling Software for automatic analysis of image and sound data simultaneously acquired from high speed videoendoscopyPhotonic Therapeutics and Diagnostics IX, 2013/2/2-2013/2/7, San Francisco, CA, United states, 2013

发明专利选录:

1.       罗守华,李静,一种X射线超分辨成像方法及其应用 ZL201810561460.X 国家发明专利

2.       罗守华,郑良,李光,一种X射线级联显微成像系统ZL2017112818984 国家发明专利

3.       罗守华,沈涛,李光,顾宁,基于小球模体的锥束CT系统几何参数评价及校正方法(WO2018126335A1PCT国际专利       

4.       罗守华,杨晶,李光,顾宁,小动物多模态医学影像配准及融合系统(ZL201410820738.2)国家发明专利

5.       罗守华,王小龙,李光,顾宁,一种X射线闪烁体成像系统的光场捕捉和后处理方法(ZL20141072004.9)国家发明专利