journal article Jul 01, 2017

Application of data mining techniques and data analysis methods to measure cancer morbidity and mortality data in a regional cancer registry: The case of the island of Crete, Greece

View at Publisher Save 10.1016/j.cmpb.2017.04.011
Topics

No keywords indexed for this article. Browse by subject →

References
43
[1]
Siegel "Cancer statistics, 2015" CA (2015)
[2]
Ferlay "Estimates of cancer incidence and mortality in Europe in 2008" Eur. J. Cancer (2010) 10.1016/j.ejca.2009.12.014
[3]
Eurostat: Health in the European Union – facts and figures (Section on Cancer statistics). (Accessed February 4, 2016) Available at: http://ec.europa.eu/eurostat/statistics-explained/index.php/Cancer_statistics.
[4]
World Health Organization: Programmes and projects: Cancer. Available at: http://www.who.int/cancer/en/.
[5]
Ferlay "Estimates of the cancer incidence and mortality in Europe in 2006" Ann. Oncol. (2007) 10.1093/annonc/mdl498
[6]
Boyle "Cancer incidence and mortality in Europe, 2004" Ann. Oncol. (2005) 10.1093/annonc/mdi098
[7]
Ferlay (1998)
[8]
Geitona "Colocteral cancer management and prevention policies in Greece" Eur. J. Health Econ. (2010) 10.1007/s10198-009-0193-y
[9]
Vlachonikolis "Mortality from malignant neoplasms in Crete, 1992-1993" J. Epidemiol. Community Health (1998) 10.1136/jech.52.2.126
[10]
Katsouyanni "Diet and breast cancer: a case-control study in Greece" Int. J. Cancer (1986) 10.1002/ijc.2910380606
[11]
Manousos "Diet and colorectal cancer: a case-control study in Greece" Int. J. Cancer (1983) 10.1002/ijc.2910320102
[12]
Benetou "Vegetables and fruits in relation to cancer risk: evidence from the Greek EPIC cohort study" Cancer Epidemiol. Biomarkers Prev. (2008) 10.1158/1055-9965.epi-07-2665
[13]
Pavlidou "Time trends of female breast cancer mortality in Greece during 1980–2005: a population based study" Postgraduate Med. J. (2010) 10.1136/pgmj.2009.091728
[14]
Mystakidou "Where do cancer patients die in Greece? A population-based study on the place of death in 1993 and 2003" J. Pain Symptom Manage. (2009) 10.1016/j.jpainsymman.2008.09.007
[15]
Riza "Anthropometric characteristics and mammographic parenchymal patterns in post-menopausal women: a population-based study in Northern Greece" Cancer Causes Control (2009) 10.1007/s10552-008-9232-8
[16]
Tsiligianni "Greek rural GPs’ opinions on how financial crisis influences health, quality of care and health equity" Rural Remote Health (2013)
[17]
Delen "Predicting breast cancer survivability: a comparison of three data mining methods" Artif. Intell. Med. (2005) 10.1016/j.artmed.2004.07.002
[18]
Bellaachia "Predicting breast cancer survivability using data mining techniques" (2006)
[19]
Delen "Analysis of cancer data: a data mining approach" Expert Syst. (2009) 10.1111/j.1468-0394.2008.00480.x
[20]
Yuan (2010)
[21]
Sterne "Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls" BMJ (2009)
[22]
Cios "Uniqueness of medical data mining" Artif. Intell. Med. (2002) 10.1016/s0933-3657(02)00049-0
[23]
Grzymala-Busse "A comparison of several approaches to missing attribute values in data mining" (2000)
[24]
Thongkam "Toward breast cancer survivability prediction models through improving training space" Expert Syst. Appl. (2009) 10.1016/j.eswa.2009.04.067
[25]
Kaladhar "Predicting cancer survivability using Classification algorithms" Int. J. Res. Rev. Comput. Sci. (2011)
[26]
Percy (1990)
[27]
Liodakis (2000)
[28]
Dolapsakis "Mammographic findings and occupational exposure to pesticides currently in use on Crete" Eur. J. Cancer (2001) 10.1016/s0959-8049(01)00159-9
[29]
The University of Waikato: Weka v3.6. Available at: http://www.cs.waikato.ac.nz/ml/weka/.
[30]
Witten (2005)
[31]
Mishra "The survey of data mining applications and feature scope" Asian J. Comp. Sci. & Infor. Technol. (2013)
[32]
Mitchell (1997)
[33]
Quinlan (1993)
[34]
Shannon (2001)
[35]
Esbensen "Principles of proper validation: use and abuse of re-sampling for validation" J. Chemom. (2010) 10.1002/cem.1310
[36]
Vital, T., Raju, G., Kaladhar, D., Sriram, T., Rayavarapu, K., Rao, P., Raju, S.: Data Collection, Statistical Analysis and Clustering Studies of Cancer Dataset from Viziayanagaram District, AP, India. In : Springer International Publishing (ICT and Critical Infrastructure: Proceedings of the 48th Annual Convention of Computer Society of India-Vol II (pp. 423–430).) 10.1007/978-3-319-03095-1_45
[37]
Vital "A probabilistic neural network approach for classification of datasets collected from north coastal districts of AP, India Using MatLab" Procedia Comput. Sci. (2015) 10.1016/j.procs.2015.04.206
[38]
Yancik "Cancer in older persons. Magnitude of the problem‐how do we apply what we know?" Cancer (1994) 10.1002/1097-0142(19941001)74:7+<1995::aid-cncr2820741702>3.0.co;2-y
[39]
Vlachonikolis "Epidemiology of cancer in the mediterranean" (1997)
[40]
KingsleY "Analysis of oral cancer epidemiology in the US reveals state-specific trends: implications for oral cancer prevention" BMC Public Health (2008) 10.1186/1471-2458-8-87
[41]
Lijovic "Use of a cancer registry is preferable to a direct-to-community approach for recruitment to a cohort study of wellbeing in women newly diagnosed with invasive breast cancer" BMC Cancer (2008) 10.1186/1471-2407-8-126
[42]
Breslow (1987)
[43]
B. Kotzamanis, Z. Michou: Where was I born, where do I live? The geographic mobility in Greece; a spatial approach, (in Greek). (Accessed June-July 2010) Available at: http://www.e-demography.gr/news/demonews/demonews_2010_07_08.pdf.
Metrics
32
Citations
43
References
Details
Published
Jul 01, 2017
Vol/Issue
145
Pages
73-83
License
View
Cite This Article
Iraklis Varlamis, Ioannis Apostolakis, Dimitra Sifaki-Pistolla, et al. (2017). Application of data mining techniques and data analysis methods to measure cancer morbidity and mortality data in a regional cancer registry: The case of the island of Crete, Greece. Computer Methods and Programs in Biomedicine, 145, 73-83. https://doi.org/10.1016/j.cmpb.2017.04.011