红外与毫米波学报, 2018, 37 (1): 98, 网络出版: 2018-03-14  

基于G-SA-SVM的快速血管化鉴别方法

Rapid vascularization identification using adaptive Gamma correction and support vector machine based on simulated annealing
作者单位
1 苏州大学 苏州大学附属第一医院,江苏 苏州 215006
2 温州医科大学附属第一医院,浙江 温州 325000
3 华东师范大学多维度信息处理上海市重点实验室,上海 200241
4 温州医科大学,浙江温州 325035
5 中国科学院上海技术物理研究所红外物理国家重点实验室,上海 200083
引用该论文

罗旭, 田望晓, 黄怡, 吴秀玲, 李林辉, 陈朋, 朱新国, 李庆利, 褚君浩. 基于G-SA-SVM的快速血管化鉴别方法[J]. 红外与毫米波学报, 2018, 37(1): 98.

LUO Xu, TIAN Wang-Xiao, HUANG Yi, WU Xiu-Ling, LI Lin-Hui, CHEN Peng, ZHU Xin-Guo, LI Qing-Li, CHU Jun-Hao. Rapid vascularization identification using adaptive Gamma correction and support vector machine based on simulated annealing[J]. Journal of Infrared and Millimeter Waves, 2018, 37(1): 98.

参考文献

[1] Garlick J A. Engineering skin to study human disease—tissue models for cancer biology and wound repair. Adv Biochem Eng Biotechnol, 2007. 103: 207-39.

[2] Halim A S, Khoo T L, Mohd Yussof SJ., Biologic and synthetic skin substitutes: An overview. Indian J Plast Surg, 2010. 43(Suppl): S23-8.

[3] Austin Pourmoussa, Daniel J Gardner, Maxwell B Johnson. An update and review of cell-based wound dressings and their integration into clinical practice. Ann Transl Med, 2016. 4(23): 457.

[4] Klar AS, Biedermann T, Simmen-Meuli C et al., Comparison of in vivo immune responses following transplantation of vascularized and non-vascularized human dermo-epidermal skin substitutes. Pediatr Surg Int, 2017. 33(3):377-382.

[5] WU Zheng-Jie,HUANG Yao-Xiong, WANG Cheng, et al. Study on quantitative analysis of Raman spectra with strong fluorescence background[J]. Spectroscopy and Spectral Analysis(吴正洁,黄耀熊,王成,等.对强荧光背景拉曼光谱定量分析的研究.光谱学与光谱分析),2010,30(07):1798-1801.

[6] Biedermann T S, Boettcher-Haberzeth, E Reichmann, Tissue engineering of skin for wound coverage. Eur J Pediatr Surg, 2013. 23(5): 375-82.

[7] Luo X, Lin C, Wang X, Lin X, He S,., et al. Acellular Dermal Matrix Combined with Autologous Skin Grafts for Closure of Chronic Wounds after Reconstruction of Skull Defects with Titanium Mesh. J Neurol Surg A Cent Eur Neurosurg, 2016. 77(4): 297-9.

[8] Tasev D, Konijnenberg LS, Amado-Azevedo J, et al. CD34 expression modulates tube-forming capacity and barrier properties of peripheral blood-derived endothelial colony-forming cells (ECFCs). Angiogenesis, 2016. 19(3): 325-38.

[9] Qian Wang,Li Chang,Mei Zhou, et al. A spectral and morphologic method for white blood cell classification. Optics & Laser Technology, 2016. 84:144-148.

[10] Li Q,Peng H. ,Wang J. , et al. Coexpression of CdSe and CdSe/CdS quantum dots in live cells using molecular hyperspectral imaging technology. J Biomed Opt. 2015 Nov; 20(11):110504.

[11] Attas M, Hewko M, Payette J, et al. Visualization of cutaneous hemoglobin oxygenation and skin hydration using near-infrared spectroscopic imaging[J]. Skin Research and Technology, 2001, 7(4): 238.

[12] Kong S G, Du Z, Martin M, et al. Hyperspectral Fluorescence Image Analysis for Use in Medical Diagnostics. Advanced Biomedical and Clinical Diagnostic Systems III[C]. Proc. of SPIE, 2005, 5692:21-28.

[13] Stamatas G N, Southall M, Kollias N. In vivo monitoring of cutaneous edema using spectral imaging in the visible and near infrared[J]. Journal of Investigative Dermatology, 2006, 126(8):1753-1760.

[14] LIU Hong-Ying,LI Qing-Li,GU Bin, et al. Performance analysis and data preprocessing of a new molecular hyperspectral imaging system[J]. Spectroscopy and Spectral Analysis(刘洪英,李庆利,顾彬,等. 新型分子高光谱成像系统性能分析及数据预处理. 光谱学与光谱分析),2012,32(11):3161-3166.

[15] ZENG Tao-Fang, LUO Xu, XIN Guo-Hua, et al..Design,preparation and synchronous transplantation experiments of laser micropore porcine acellular dermal matrix[J]. Journal of Shanghai Jiaotong University(Medical Science) (曾逃方,罗旭,辛国华,等.激光微孔化猪脱细胞真皮基质的设计、制备及同步移植实验. 上海交通大学学报(医学版)),2012. 32(10): 1307-1311.

[16] JIN Shuo,WANG Bin,XIA Wei. Target detection in hyperspectral imagery based on independent component analysis with references[J]. J .Infrared Millim.Waves(金硕,王斌,夏威.基于带参考信号独立分量分析的高光谱图像目标探测.红外与毫米波学报),2015,34(2):177-183.

[17] Mohapatra S, Patra D, Satpathy S. An ensemble classifier system for early diagnosis of acute lymphoblastic leukemia in blood microscopic images[J]. Neural Computing and Applications, 2014, 24(7):1887-1904.

罗旭, 田望晓, 黄怡, 吴秀玲, 李林辉, 陈朋, 朱新国, 李庆利, 褚君浩. 基于G-SA-SVM的快速血管化鉴别方法[J]. 红外与毫米波学报, 2018, 37(1): 98. LUO Xu, TIAN Wang-Xiao, HUANG Yi, WU Xiu-Ling, LI Lin-Hui, CHEN Peng, ZHU Xin-Guo, LI Qing-Li, CHU Jun-Hao. Rapid vascularization identification using adaptive Gamma correction and support vector machine based on simulated annealing[J]. Journal of Infrared and Millimeter Waves, 2018, 37(1): 98.

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