Localized thin-section CT with radiomics feature extraction and machine learning to classify early-detected pulmonary nodules from lung cancer screening
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Shu-Ju Tu | S. Tu | K. Pan | Yi-cheng Wu | Chi-Wei Wang | Chen-Te Wu | Kuang-Tse Pan | Yi-Cheng Wu | Chih-Wei Wang | Chen-Te Wu
[1] Eugenio Paci,et al. Design, recruitment and baseline results of the ITALUNG trial for lung cancer screening with low-dose CT. , 2009, Lung cancer.
[2] A. Alberg,et al. Who is at high risk for lung cancer? Population-level and individual-level perspectives. , 2008, Seminars in respiratory and critical care medicine.
[3] J Wardle,et al. Pulmonary nodules and CT screening: the past, present and future , 2016, Thorax.
[4] Andre Dekker,et al. Radiomics: the process and the challenges. , 2012, Magnetic resonance imaging.
[5] Anne-Marie Sykes,et al. CT screening for lung cancer: five-year prospective experience. , 2005, Radiology.
[6] Stephen Lam,et al. Screening for lung cancer using low dose computed tomography , 2014, BMJ : British Medical Journal.
[7] J. Rathmell,et al. Results of the two incidence screenings in the National Lung Screening Trial. , 2013, The New England journal of medicine.
[8] Ian H. Witten,et al. WEKA: a machine learning workbench , 1994, Proceedings of ANZIIS '94 - Australian New Zealnd Intelligent Information Systems Conference.
[9] D. Aberle,et al. Results of initial low-dose computed tomographic screening for lung cancer. , 2013, The New England journal of medicine.
[10] Ian H. Witten,et al. Data mining in bioinformatics using Weka , 2004, Bioinform..
[11] Federico Cappuzzo,et al. Lung cancer screening with spiral CT: baseline results of the randomized DANTE trial. , 2008, Lung cancer.
[12] Armando Santoro,et al. A randomized study of lung cancer screening with spiral computed tomography: three-year results from the DANTE trial. , 2009, American journal of respiratory and critical care medicine.
[13] David Spizarny,et al. Final results of the Lung Screening Study, a randomized feasibility study of spiral CT versus chest X-ray screening for lung cancer. , 2005, Lung cancer.
[14] B. Kramer,et al. Overdiagnosis in low-dose computed tomography screening for lung cancer. , 2014, JAMA internal medicine.
[15] S. Tu,et al. Attenuating trabecular morphology associated with low magnesium diet evaluated using micro computed tomography , 2017, PloS one.
[16] Harry J de Koning,et al. Management of lung nodules detected by volume CT scanning. , 2009, The New England journal of medicine.
[17] Jinzhong Yang,et al. IBEX: an open infrastructure software platform to facilitate collaborative work in radiomics. , 2015, Medical physics.
[18] E. Kazerooni,et al. Performance of Lung-RADS in the National Lung Screening Trial , 2015, Annals of Internal Medicine.
[19] Brady J. McKee,et al. Performance of ACR Lung-RADS in a clinical CT lung screening program. , 2015, Journal of the American College of Radiology : JACR.
[20] Ian Witten,et al. Data Mining , 2000 .
[21] Patrick Granton,et al. Radiomics: extracting more information from medical images using advanced feature analysis. , 2012, European journal of cancer.
[22] A. Dirksen,et al. The Danish Randomized Lung Cancer CT Screening Trial—Overall Design and Results of the Prevalence Round , 2009, Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer.
[23] Antoine Flahault,et al. Baseline results of the Depiscan study: a French randomized pilot trial of lung cancer screening comparing low dose CT scan (LDCT) and chest X-ray (CXR). , 2007, Lung cancer.
[24] Y. Takiguchi,et al. Overdiagnosis in lung cancer screening with low-dose computed tomography. , 2013, Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer.
[25] Balaji Ganeshan,et al. Quantifying tumour heterogeneity with CT , 2013, Cancer imaging : the official publication of the International Cancer Imaging Society.
[26] Alexander McGregor,et al. Lung cancer screening using low-dose computed tomography in at-risk individuals: the Toronto experience. , 2010, Lung cancer.
[27] P. Lambin,et al. Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach , 2014, Nature Communications.
[28] Massimo Bellomi,et al. Estimating Overdiagnosis in Low-Dose Computed Tomography Screening for Lung Cancer , 2012, Annals of Internal Medicine.
[29] C. Gatsonis,et al. Reduced Lung-Cancer Mortality with Low-Dose Computed Tomographic Screening , 2012 .
[30] S. Tu,et al. X-ray imaging characterization of femoral bones in aging mice with osteopetrotic disorder. , 2015, Micron.
[31] Paul Pinsky,et al. Baseline findings of a randomized feasibility trial of lung cancer screening with spiral CT scan vs chest radiograph: the Lung Screening Study of the National Cancer Institute. , 2004, Chest.
[32] M. Callister,et al. How should pulmonary nodules be optimally investigated and managed? , 2016, Lung cancer.