Logistic回归算法结合近红外光谱对子宫内膜癌组织切片分类的研究
张家进, 张卓勇, 相玉红, 杨帆. Logistic回归算法结合近红外光谱对子宫内膜癌组织切片分类的研究[J]. 光谱学与光谱分析, 2013, 33(2): 344.
ZHANG Jia-jin, ZHANG Zhuo-yong, XIANG Yu-hong, YANG Fan. Diagnosis of Endometrial Cancer Based on Logistic Regression and Near Infrared Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2013, 33(2): 344.
[1] Vladimir V. Estimation of Dependencies Based on Empirical Data. Berlin: Springer, 2006.
[2] Serge R, Ivan G, Karoly H, et al. Journal of Agricultural and Food Chemistry, 2007, 55(24): 9963.
[3] Venkata R K, Michael K, Ralf M, et al. Vibrational Spectroscopy, 2007, 44(2): 236.
[4] Yves R, Pascal C, Lene M, et al. Journal of Pharmaceutical and Biomedical Analysis, 2007, 44(3): 683.
[5] CUI Xiu-jun, ZHANG Zhuo-yong, Peter B H, et al(崔秀君, 张卓勇, Peter B H, 等). Chemical Journal of Chinese Universities (高等学校化学学报), 2004, 25(7): 1251.
[6] Schrader B, Dippel B, Fendel S, et al. Journal of Molecular Structure, 1997, 408-409: 23.
[7] Philip C W, Susan G S. Trends in Food Science & Technology, 1990, 1: 44.
[8] Javier M, Sergio A, Salvador G, et al. Analytica Chimica Acta, 2006, 579(1): 17.
[9] XU Ke, XIANG Yu-hong, DAI Yin-mei, et al(徐可, 相玉红, 代荫梅, 等). Chemical Journal of Chinese Universities(高等学校化学学报), 2009, 30(8): 1543.
[10] Qi N, Zhang Z, Xiang Y, et al. Analytica Chimica Acta, 2012, 724: 12.
[11] WANG Hui-wen, WU Zai-bin, MENG Jie(王惠文, 吴载斌, 孟洁). Partial Least Squares Regression of Linear and Nonlinear Methods. Beijing: National Defence Industry Press(北京: 国防工业出版社), 2006.
张家进, 张卓勇, 相玉红, 杨帆. Logistic回归算法结合近红外光谱对子宫内膜癌组织切片分类的研究[J]. 光谱学与光谱分析, 2013, 33(2): 344. ZHANG Jia-jin, ZHANG Zhuo-yong, XIANG Yu-hong, YANG Fan. Diagnosis of Endometrial Cancer Based on Logistic Regression and Near Infrared Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2013, 33(2): 344.
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