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題名:運用動態模型探討卷積神經網路辨識CT影像內肺部結節之超參數設定研究
書刊名:中國統計學報
作者:陳祥輝黃怡婷滕涵菁
作者(外文):Chen, Hsiang-huiHwang, Yi-tingTerng, Harn-jing
出版日期:2020
卷期:58:2
頁次:頁93-127
主題關鍵詞:人工智慧卷積神經網路深度學習動態建模肺部結核Artificial intelligenceConvolutional neural networkCNNDeep learningDynamic modellingLung nodule
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
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  • 點閱點閱:3
期刊論文
1.Aberle, D. R.、Adams, A. M.、Berg, C. D.、The National Lung Screening Trial Research Team(2011)。Reduced lung-cancer mortality with low-dose computed tomographic screening。The New England journal of medicine,365(5),395-409。  new window
2.Chian, C. F.、Hwang, Y. T.、Terng, H. J.、Lee, S. C.、Chao, T. Y.、Chang, H.、Ho, C. L.、Wu, Y. Y.、Perng, W. C.(2016)。Panels of tumor-derived RNA markers in peripheral blood of patients with non-small cell lung cancer: their dependence on age, gender and clinical stage。Oncotarget,7(31),50582-50595。  new window
3.Chudgar, N. P.、Bucciarelli, P. R.、Jeffries, E. M.、Rizk, N. P.、Park, B. J.、Adusumilli, P. S.、Jones, D. R.(2015)。Results of the national lung cancer screening trail: where are we now?。ThoracSurgClin,25(2),145-153。  new window
4.Clark, K.、Vendt, B.、Smith, K.、Freymann, J.、Kirby, J.、Koppel, P.、Moore, S.、Phillips, S.、Maffitt, D.、Pringle, M.、Tarbox, L.、Prior, F.(2013)。The cancer imaging archive (tcia): Maintaining and operating a public information repository。Journal of Digital Imaging,26(6),1045-1057。  new window
5.Fabrikant, M. S.、Wisnivesky, J. P.、Marron, T.、Taioli, E.、Veluswarmy, R. R.(2018)。Benefits and challenges of lung cancer screening in older adults。Clinical Therapeutics,40(4),526-534。  new window
6.Kubo, T.、Ohno, Y.、Takenaka, D.、Kishino, M.、Gautam, S.、Sugimura, K.、Kauczor, H. U.、Hatabu, H.、iLEAD study group(2016)。Standard-dose vs. low-dose CT protocols in the evaluation of localized lung lesions: capability for lesion characterization - iLEAD study。Clinical Therapeutics,3,67-73。  new window
7.Mizuno, S.、Takiguchi, Y.、Fujikawa, A.(2009)。Chronic obstructive pulmonary disease and interstitial lung disease in patients with lung cancer。Respirology,14,377-383。  new window
8.Putila, J.、Remick, S. C.、Guo, N. L.(2011)。Combining clinical, pathological, and demographic factors refines prognosis of lung cancer: a population-based study。PLoS One,6(2)。  new window
9.Rubin, G. D.(2015)。Lung nodule and cancer detection in CT screening。J Thorac Imaging,30(2),130-138。  new window
10.Veerakumar, K.、Ravichandran, C. G.(2016)。Feature extraction based lung nodule detection in CT images。International Journal of Applied Engineering Research,11(4),2697-2700。  new window
11.Wang, B. Y.、Huang, J. Y.、Cheng, C. Y.、Lin, C. H.、Ko, J.、Liaw, Y. P.(2013)。Lung cancer and prognosis in Taiwan: a population based cancer registry。J Thorac Oncol.,7,1128-1135。  new window
會議論文
1.Farahani, F. V.、Ahmadi, A.、Zarandi, M. H. F.(2015)。Lung nodule diagnosis from CT images based on ensemble learning。2015 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology。  new window
2.Rendon-Gonzalez, E.、Ponomaryov, V. I.(2016)。Automatic Lung nodule segmentation and classification in CT images based on SVM。2016 9th International Kharkiv Symposium on Physics and Engineering of Microwaves, Millimeter and Submillimeter Waves。  new window
3.Shaima, I. J.、Day, C. R.、Heinz, N.、Chadwick, E. K.(2016)。Using Convolutional Neural Network for Edge Detection in Musculoskeletal Ultrasound Images。2016 International Joint Conference on Neural Networks,(會議日期: July 2016)。Vancouver, BC:IEEE。  new window
學位論文
1.Heeneman, T.(2018)。Lung nodule detection by using deep learning(碩士論文)。Vrije University Amsterdam,Amsterdam。  new window
2.陳祥輝(2018)。用卷積神經網路辨識CT影像內肺部結核之研究(碩士論文)。國立臺北大學。  延伸查詢new window
單篇論文
1.Fox, C.,Jain, A.(2016)。Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks(1612.00542)。  new window
2.Hijazi, S. L.,Kumar, R. R.,Rowen, C.(2015)。Using Convolutional Neural Networks for Image Recognition。  new window
3.O'Shea, K.,Nash, R.(2015)。An Introduction to convolutional neural networks(1511.08458)。  new window
其他
1.Chollet, F.(2015)。Keras,https://keras.io.。  new window
2.Chen, H.(2019)。DICOM Processing and Segmentation in Python,https://www.raddq.com/dicom-processing-segmentation-visualization-in-python。  new window
 
 
 
 
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