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罗守华,东南大学生物科学与医学工程学院教授、博士生导师,专业方向包括:1.基于人工智能的自然图像处理、特征提取、分类及预测;2.医学图像处理与分析: CT\超声\磁共振图像处理、分析,多维生物大数据分析、可视化;3.锥形束成像:CT图像重建,前处理与后处理等。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1项等。研制出高分辨CT(分辨率最高500纳米)及小动物显微CT设备,经江苏省教育厅组织专家鉴定,设备成像质量与国际先进水平相当。显微CT及图像分析软件已应用科研实践工作。发表SCI、EI收录文章50余篇,主要发表于Phys Med Biol.、Med Phys.、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。
目前在研及完成各类研究课题和开发项目十余项,包括国家自然科学基金3项,科技部国家重点研发计划1项,苏州市重点项目2项以及横向课题多项。主要项目如下:
1. 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
2. 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
3. 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
4. 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
近年主要文章:
1. Luo, Shouhua; Zheng,Liang; Luo, Shuang; Gu, Ning; Tang, Xiangyang,DataSustained Misalignment Correction In Microscopic Cone Beam CT Via OptimizationUnder The Grangeat Epipolar Consistency Condition. Med. Phys.;2020;47(2):498-508 DOI:10.1002/mp.13915
2. Yi Li, Jing Li, TianshuWang, Maosen Lian, and Shouhua Luo "Micro-CT imaging of super-resolutionMBIR algorithm based on sub-pixel displacement", Proc. SPIE 11312, MedicalImaging 2020: Physics of Medical Imaging, 113123N (16 March 2020);https://doi.org/10.1117/12.2549418
3. Chen, L., Zheng, L.,Lian, M., Luo, S. (2020). A C-GAN Denoising Algorithm in Projection Domain forMicro-CT. Molecular & Cellular Biomechanics, 17(2), 85–92.
4. Lian, M., Li, Y., Gu, X.,Luo, S. (2020). A Retrospective Respiratory Gating System Based on EpipolarConsistency Conditions. Molecular & Cellular Biomechanics, 17(1), 41–48.
5. Cui, Xuelin; Mili, Lamine;Bechwati, Ibrahim; Luo, Shouhua Robust Regression-based Estimation Of IsocenterOffset With Subpixel Precision In Tomographic Image Reconstruction. Journal ofMedical Imaging, v6,n4,October 1, 2019
6. Zhao, H., Luo, S. (2019). A Ring Artifacts Reduction in CBCT: PixelsDetection and Patch Based Correction. Molecular & Cellular Biomechanics,16(4), 265-273.
7. Xiaohui Gu, Guang Li,Ning Gu, Shouhua Luo* Experimental Research of In Vivo Mouse Cardiac 4DMicro-CT Imaging via Deformation Vector Field Registration. Sensing and Imaging (2019) 20:25
8. 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
9. 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.
10. Qiang Ju,* Shouhua Luo,Chunxiao Chen, Zhenlan Fang, Shengkai Gao, Gong Chen, Xueyuan Chen, and NingGu* Single-Irradiation SimultaneousDual-Modal Bioimaging Using Nanostructure Scintillators as Single ContrastAgent Adv. Healthcare Mater. 2019, 1801324
11. Liang Zheng, Shuang Luo,Lujie Chen, Shouhua Luo* Self-geometric calibration of circular cone beam CTbased on epipolar geometry consistency. SPIE Medical Imaging 2019: Physics ofMedical Imaging 10948-90
12. Guang Li, Shouhua Luo,Chenyu You, Matthew Getzin, Liang Zheng, Ge Wang and Ning Gu* A novelcalibration method incorporating nonlinear optimization and ball‐bearingmarkers for cone-beam CT with a parameterized trajectory. Med Phys. 2019 Jan;46(1):152-164.
13. 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.
14. Shouhua Luo, Tao Shen, Yi Sun, Jing Li, Guang Li and XiangyangTang* Interior tomography inmicroscopic CT with image reconstruction constrained by full field of view scanat low spatial resolution.[J]. Physics in Medicine & Biology, 2018, 63(7).
15. Shouhua Luo*, Haitao Xu, Liang Zheng, Guang Li, Xiaobing Zhang and Tao Shen Geometric Calibration Based on a Simple Phantom forMulti-Lens Microscopic CT. InternationalJournal of Computational Methods, 2018: p. 1842015.
16. ShuangLuo, Shouhua Luo An Epipolar Based Algorithm for Respiratory SignalExtraction of Small Animal CT[J]. Sensing & Imaging, 2018, 19(1):4.
17. Shouhua Luo, Huazhen Wu,Yi Sun, Jing Li, Guang Li and Ning Gu* A fast beam hardening correction methodincorporated in a filtered back-projection based MAP algorithm. Phys. Med. Biol. 62 (2017) 1810–1830
18. 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期, pp 320-324, 2016/7/15
19. 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), 2016,46(5):957-963
20. YangJing, Li Guang, Sun Yi, Huang Hongbo, Zhao Fukuan, Luo Shouhua* Automated image registration for stand-alone micro-PET and micro-CT. Journal of Nanoence and Nanotechnology, 2016,16 (7), 6903-6909
21. Diego M. Peña, Shouhua Luo,* and Abdeldime M. S.Abdelgader Auto Diagnostics of Lung Nodules UsingMinimal Characteristics Extraction Technique. Diagnostics 2016, 6, 13;doi:10.3390
22. 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
23. Ruijie Jiang, Guang Li,Ning Gu, Gong Chen, Shouhua Luo* A wire scanning based method for geometriccalibration of high resolution CT system. MEDICAL IMAGING 2016: PHYSICS OF MEDICAL IMAGING, 2016 ProceedingsNo.978331
24. Zhongyuan Li, Guang Li,YiSun, Shouhua Luo* Ring artifacts removal via spatial sparse representation incone beam CT. MEDICAL IMAGING 2015: PHYSICS OF MEDICAL IMAGING, 2015Proceedings No.94122K
25. Guang Li#,Shouhua Luo,Yuling Yan,NingGu* A method of extending the depth of focus of the high-resolution X-rayimaging system employing optical lens and ntillator: a phantom study.BioMedical Engineering OnLine, 2015,14(Suppl 1)
26. 李光#,罗守华,顾宁* Nano CT成像进展,科学通报,2013,58(7):501-509
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