메뉴 건너뛰기




Volumn 2016-June, Issue , 2016, Pages 1173-1176

Lung cancer survival prediction from pathological images and genetic data - An integration study

Author keywords

Genetic Data; Integration Framework; Lung cancer; Pathological Image; Survival prediction

Indexed keywords

BIOLOGICAL ORGANS; DISEASES; FEATURE EXTRACTION; FORECASTING; GENE EXPRESSION; IMAGE SEGMENTATION; MEDICAL IMAGING; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS;

EID: 84978437467     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2016.7493475     Document Type: Conference Paper
Times cited : (47)

References (25)
  • 2
    • 19344375744 scopus 로고    scopus 로고
    • Semi-supervised methods to predict patient survival from gene expression data
    • Eric Bair and Robert Tibshirani, "Semi-supervised methods to predict patient survival from gene expression data, " PLoS Biol, vol. 2, no. 4, pp. E108, 2004.
    • (2004) PLoS Biol , vol.2 , Issue.4 , pp. E108
    • Bair, E.1    Tibshirani, R.2
  • 7
    • 75649118862 scopus 로고    scopus 로고
    • Survival prediction from clinico-genomic models-a comparative study
    • HegeMBøvelstad, Stale Nygard, and Ørnulf Borgan, "Survival prediction from clinico-genomic models-a comparative study, " BMC bioinformatics, vol. 10, no. 1, pp. 413, 2009.
    • (2009) BMC Bioinformatics , vol.10 , Issue.1 , pp. 413
    • Hegembøvelstad1    Nygard, S.2    Borgan, O.3
  • 8
    • 84922393939 scopus 로고    scopus 로고
    • Novel image markers for non-small cell lung cancer classification and survival prediction
    • Hongyuan Wang, Fuyong Xing, Hai Su, Arnold Stromberg, and Lin Yang, "Novel image markers for non-small cell lung cancer classification and survival prediction, " BMC Bioinformatics, vol. 15, no. 1, pp. 310, 2014.
    • (2014) BMC Bioinformatics , vol.15 , Issue.1 , pp. 310
    • Wang, H.1    Xing, F.2    Su, H.3    Stromberg, A.4    Yang, L.5
  • 10
    • 84875152217 scopus 로고    scopus 로고
    • A 12-gene set predicts survival benefits from adjuvant chemotherapy in non-small cell lung cancer patients
    • Hao Tang, Guanghua Xiao, Carmen Behrens, Joan Schiller, Jeffrey Allen, Chi-Wan Chow, Milind Suraokar, Alejandro Corvalan, Jianhua Mao, Michael A White, et al., "A 12-gene set predicts survival benefits from adjuvant chemotherapy in non-small cell lung cancer patients, " Clinical Cancer Research, vol. 19, no. 6, pp. 1577-1586, 2013.
    • (2013) Clinical Cancer Research , vol.19 , Issue.6 , pp. 1577-1586
    • Tang, H.1    Xiao, G.2    Behrens, C.3    Schiller, J.4    Allen, J.5    Chow, C.6    Suraokar, M.7    Corvalan, A.8    Mao, J.9    White, M.A.10
  • 11
    • 62549119576 scopus 로고    scopus 로고
    • Statistical methods of background correction for illumina beadarray data
    • Yang Xie, Xinlei Wang, and Michael Story, "Statistical methods of background correction for illumina beadarray data, " Bioinformatics, vol. 25, no. 6, pp. 751-757, 2009.
    • (2009) Bioinformatics , vol.25 , Issue.6 , pp. 751-757
    • Xie, Y.1    Wang, X.2    Story, M.3
  • 13
    • 84952050376 scopus 로고    scopus 로고
    • Computer-assisted diagnosis of lung cancer using quantitative topology features
    • Springer International Publishing Machine Learning in Medical Imaging, Luping Zhou, Li Wang, Qian Wang, and Yinghuan Shi, Eds
    • Jiawen Yao, Dheeraj Ganti, Xin Luo, Guanghua Xiao, Yang Xie, Shirley Yan, and Junzhou Huang, "Computer-assisted diagnosis of lung cancer using quantitative topology features, " in Machine Learning in Medical Imaging, Luping Zhou, Li Wang, Qian Wang, and Yinghuan Shi, Eds., vol. 9352 of Lecture Notes in Computer Science, pp. 288-295. Springer International Publishing, 2015.
    • (2015) Lecture Notes in Computer Science , vol.9352 , pp. 288-295
    • Yao, J.1    Ganti, D.2    Luo, X.3    Xiao, G.4    Xie, Y.5    Yan, S.6    Huang, J.7
  • 20
    • 33845382806 scopus 로고
    • Nonparametric estimation from incomplete observations
    • Edward L Kaplan and Paul Meier, "Nonparametric estimation from incomplete observations, " Journal of the American statistical association, vol. 53, no. 282, pp. 457-481, 1958.
    • (1958) Journal of the American Statistical Association , vol.53 , Issue.282 , pp. 457-481
    • Kaplan, E.L.1    Meier, P.2
  • 21
    • 84951022004 scopus 로고    scopus 로고
    • Accelerated dynamic MRI reconstruction with total variation and nuclear norm regularization
    • Springer International Publishing
    • Jiawen Yao, Zheng Xu, Xiaolei Huang, and Junzhou Huang, "Accelerated dynamic MRI reconstruction with total variation and nuclear norm regularization, " in Medical Image Computing and Computer-Assisted Intervention-MICCAI 2015, pp. 635-642. Springer International Publishing, 2015.
    • (2015) Medical Image Computing and Computer-Assisted Intervention-MICCAI 2015 , pp. 635-642
    • Yao, J.1    Xu, Z.2    Huang, X.3    Huang, J.4
  • 22
    • 84929146055 scopus 로고    scopus 로고
    • Background subtraction based on low-rank and structured sparse decomposition
    • Xin Liu, Guoying Zhao, Jiawen Yao, and Chun Qi, "Background subtraction based on low-rank and structured sparse decomposition, " IEEE Transactions on Image Processing, vol. 24, no. 8, pp. 2502-2514, 2015.
    • (2015) IEEE Transactions on Image Processing , vol.24 , Issue.8 , pp. 2502-2514
    • Liu, X.1    Zhao, G.2    Yao, J.3    Qi, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.