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題名:Prediction of Risk Factors for Synchronous Colorectal Cancer in Patients with Colorectal Cancer
書刊名:品質學報
作者:秦淳丁文謙張啟昌張逸翔
作者(外文):Chin, ChuenTing, Wen-chienChang, Chi-changZhang, Yi-xiang
出版日期:2020
卷期:27:4
頁次:頁231-245
主題關鍵詞:大腸直腸癌同時性機器學習技術Colorectal cancerSynchronousMachine learning techniques
原始連結:連回原系統網址new window
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  • 共同引用共同引用:2
  • 點閱點閱:3
期刊論文
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3.Corkum, M.、Hayden, J. A.、Kephart, G.、Urquhart, R.、Schlievert, C.、Porter, G.(2013)。Screening for new primary cancers in cancer survivors compared to non-cancer controls: a systematic review and meta-analysis。Journal of Cancer Survivorship,7(3),455-463。  new window
4.Cui, S.、Zhao, L.、Wang, Y.、Dong, Q.、Ma, J.、Wang, Y.(2018)。Using naive Bayes classifier to predict osteonecrosis of the femoral head with cannulated screw fixation。Injury,49(10),1865-1870。  new window
5.Giardiello, F. M.、Allen, J. I.、Axilbund, J. E.、Boland, C. R.、Burke, C. A.、Burt, R. W.(2014)。Guidelines on genetic evaluation and management of Lynch syndrome: a consensus statement by the US multi-society task force on colorectal cancer。Gastroenterology,147(2),502-526。  new window
6.Guinness, R. E.(2015)。Beyond where to how: a machine learning approach for sensing mobility contexts using smartphone sensors。Sensors,15(5),9962-9985。  new window
7.Huang, J.-H.、Yan, J.、Wu, Q.-H.、Ferro, M. D.、Yi, L.-Z.、Lu, H.-M.(2013)。Selective of informative metabolites using random forests based on model population analysis。Talanta,117,549-555。  new window
8.Kalmegh, S. R.(2015)。Comparative analysis of WEKA data mining algorithm random forest, random tree and LAD tree for classification of indigenous news data。International Journal of Emerging Technology and Advanced Engineering,5(1),507-517。  new window
9.Li, F.、Zhong, W.-Z.、Niu, F.-Y.、Zhao, N.、Yang, J.-J.、Yan, H.-H.、Wu, Y.-L.(2015)。Multiple primary malignancies involving lung cancer。BMC Cancer,15。  new window
10.Mahmood, D. Y.、Hussein, M. A.(2013)。Intrusion detection system based on K-star classifier and feature set reduction。IOSR Journal of Computer Engineering,15(5),107-112。  new window
11.Mahmoud, O.、Dosch, A.、Kwon, D.、Pitcher, J. D.、Conway, S.、Benedetto, P.(2016)。The impact of perioperative chemotherapy timing in conjunction with postoperative external-beam radiation therapy on extremity soft-tissue sarcomas outcome。American Journal of Clinical Oncology,39(5),528-534。  new window
12.Pang, T.、Huang, L.、Deng, Y.、Wang, T.、Chen, S.、Gong, X.、Liu, W.(2017)。Logistic regression analysis of conventional ultrasonography, strain elastosonography, and contrast-enhanced ultrasound characteristics for the differentiation of benign and malignant thyroid nodules。PLoS One,12(12)。  new window
13.Papaconstantinou, I.、Mantzos, D. S.、Asimakoula, K.、Michalaki, V.、Kondi-Pafiti, A.(2015)。A 12-year experience at a tertiary hospital on patients with multiple primary malignant neoplasms。JBUON,20(1),332-337。  new window
14.Rawla, P.、Sunkara, T.、Barsouk, A.(2019)。Epidemiology of colorectal cancer: incidence, mortality, survival, and risk factors。Przeglad Gastroenterologiczny,14(2),89-103。  new window
15.Rickert, C.、Proenza, C.(2017)。ParamAP: standardized parameterization of sinoatrial node myocyte action potentials。Biophysical Journal,113(4),765-769。  new window
16.Russo, M.、Misale, S.、Wei, G.、Siravegna, G.、Crisafulli, G.、Lazzari, L.(2016)。Acquired resistance to the TRK inhibitor entrectinib in colorectal cancer。Cancer Discovery,6(1),36-44。  new window
17.Sahu, P.、Miri, R.(2017)。A hybrid technique for creating classification model using random committee and voted perceptron classifier。International Journal for Research in Applied Science & Engineering Technology,5(6),82-84。  new window
18.Seyed, M. A.、Jantan, I.、Bukhari, S. N. A.、Vijayaraghavan, K.(2016)。A comprehensive review on the chemotherapeutic potential of piceatannol for cancer treatment, with mechanistic insights。Journal of Agricultural and Food Chemistry,64(4),725-737。  new window
19.Shi, L.、Zhou, S.、Jiang, Y.、Wan, Y.、Ma, J.、Fu, S.、Cheng, W.(2014)。Gynecological malignant tumor related multiple primary malignant neoplasms: clinical analysis of 30 cases。Chinese Journal of Obstetrics and Gynecology,49(3),199-203。  new window
20.Takenaka, Y.、Yasui, T.、Enomoto, K.、Miyabe, H.、Morizane, N.、Ashida, N.(2016)。Risk factors associated with competing mortality among patients with head and neck cancer in Japan。Acta Oto-Laryngologica,136(3),325-329。  new window
21.Ting, Wen-chien、Lu, Angel Yen-chiao、Lu, Chi-jie、Cheewakriangkrai, Chalong、Chang, Chi-chang(20180600)。Recurrence Impact of Primary Site and Pathologic Stage in Patients Diagnosed with Colorectal Cancer。品質學報,25(3),166-184。new window  new window
22.Tseng, C.-J.、Lu, C.-J.、Chang, C.-C.、Chen, G.-D.(2015)。Application of machine learning to predict the recurrence-proneness for cervical cancer。Neural Computing and Applications,24,1311-1316。  new window
23.Tseng, C.-J.、Lu, C.-J.、Chi, C.-C.、Chen, G.-D.、Cheewakriangkrai, C.(2017)。Integration of ensemble learning and data mining techniques to predict risk factors for recurrent ovarian cancer。Artificial Intelligence in Medicine,78,47-54。  new window
24.Vogt, A.、Schmid, S.、Heinimann, K.、Frick, H.、Herrmann, C.、Cerny, T.、Omlin, A.(2017)。Multiple primary tumours: challenges and approaches, a review。ESMO Open,2(2)。  new window
25.Xu, L. L.、Gu, K. S.(2014)。Clinical retrospective analysis of cases with multiple primary malignant neoplasms。Genetics and Molecular Research,13(4),9271-9284。  new window
26.Xu, L.、Liang, G.、Liao, C.、Chen, G. D.、Chang, C. C.(2018)。An efficient classifier for Alzheimer's disease genes identification。Molecules,23(12)。  new window
27.Xu, W.、Liao, W.、Ge, P.、Ren, J.、Xu, H.、Yang, H.(2016)。Multiple primary malignancies in patients with hepatocellular carcinoma: a largest series with 26-year follow-up。Medicine,95(17)。  new window
28.Yang, Chen、Wang, Xin、Huang, Chang-Hao、Yuan, Wei-Jie、Chen, Zi-Hua(2016)。Passive smoking and risk of colorectal cancer: a meta-analysis of observational studies。Asia Pacific Journal of Public Health,28(5),394-403。  new window
29.Zinatizadeh, N.、Khalili, F.、Fallah, P.、Farid, M.、Geravand, M.、Yaslianifard, S.(2018)。Potential preventive effect of lactobacillus acidophilus and lactobacillus plantarum in patients with polyps or colorectal cancer。Arquivos de Gastroenterologia,55(4),407-411。  new window
會議論文
1.Cleary, J. G.、Trigg, L. E.(1995)。K*: an instance-based learner using and entropic distance measure。Tahoe City, CA。  new window
2.Niranjan, A.、Nutan, D. H.、Nitish, A.、Shenoy, P. D.、Venugopa, K. R.(2018)。ERCR TV: ensemble of random committee and random tree for efficient anomaly classification using voting。2018 3rd International Conference for Convergence in Technology。Pune, India。  new window
單篇論文
1.Amrehn, M.,Mualla, F.,Angelopoulou, E.,Steidl, S.,Maier, A.(20181219)。The random forest classifier in WEKA: discussion and new developments for imbalanced data,https://deepai.org/publication/the-random-forest-classifier-in-weka-discussion-and-new-developments-for-imbalanced-data。  new window
其他
1.The Health Promotion Administration(2018)。2017 Health Promotion Administration Annual Report,https://health99.hpa.gov.tw/educZone/edu_detail.aspx?CatId=21981。  new window
2.The National Health Insurance(2019)。The National Health Insurance Statistics, 2018,https://www.nhi.gov.tw/english/Content_List.aspx?n=AB41B66610EAC01A&topn=616B97F8DF2C3614。  new window
3.World Health Organization(2018)。Cancer today: data visualization tools for exploring the global cancer burden in 2018,https://gco.iarc.fr/today/online-analysis-map。  new window
 
 
 
 
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