РАЧУНАРСКА ОБРАДА И АНАЛИЗА ПОДАТАКА У ИСТРАЖИВАЊУ ОРАЛНОГ ЗДРАВЉА
Ključne reči:
Орално здравље, Орално здравље трудница, Анализа података, Предикциони модели
Apstrakt
У овом раду описано је рачунарско испитивање података у вези са оралним здрављем код трудница. Описане су статистичке и истражне анализе података, након чега је дат опис чишћења и трансформације података. Описани су употребљавани предикциони модели и које су припреме извршене у циљу њиховог покретања. Приказани су добијени резултати и предочено је њихово могуће тумачење.
Reference
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[19] N. Thomas, P. Middleton, and C. Crowther, “Oral and dental health care practices in pregnant women in Australia: A postnatal survey,” BMC Pregnancy Childbirth, vol. 8, p. 13, Feb. 2008, doi: 10.1186/1471-2393-8-13.
[20] A. Villa et al., “Oral health and oral diseases in pregnancy: a multicentre survey of Italian postpartum women,” Aust. Dent. J., vol. 58, no. 2, pp. 224–229, 2013, doi: 10.1111/adj.12058.
[21] S. A. Khamis, K. Asimakopoulou, T. Newton, and B. Daly, “The effect of dental health education on pregnant women’s adherence with toothbrushing and flossing — A randomized control trial,” Community Dent. Oral Epidemiol., vol. 45, no. 5, pp. 469–477, 2017, doi: 10.1111/cdoe.12311.
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[2] P. E. Petersen, “The World Oral Health Report 2003: continuous improvement of oral health in the 21st century – the approach of the WHO Global Oral Health Programme,” Community Dent. Oral Epidemiol., vol. 31, no. s1, pp. 3–24, 2003, doi: 10.1046/j..2003.com122.x.
[3] “measuring-oral-health-and-quality-of-life.pdf.” Accessed: Sep. 18, 2021. [Online]. Available: https://www.adelaide.edu.au/arcpoh/downloads/publications/reports/miscellaneous/measuring-oral-health-and-quality-of-life.pdf
[4] S. Vanka, A. Vanka, A. Bhambal, V. Saxena, S. Saxena, and S. Kumar, “Association of pregnant women periodontal status to preterm and low-birth weight babies: A systematic and evidence-based review,” Dent. Res. J., vol. 9, pp. 368–80, Jul. 2012, doi: 10.4103/1735-3327.102757.
[5] V. Marla, R. Chettiar, D. Roy, and H. Ajmera, “The Importance of Oral Health during Pregnancy: A review,” vol. 5, Mar. 2018, doi: 10.5935/MedicalExpress.2018.mr.002.
[6] M. Pirie, I. Cooke, G. Linden, and C. Irwin, “Dental manifestations of pregnancy,” Obstet. Gynaecol., vol. 9, no. 1, pp. 21–26, 2007, doi: 10.1576/toag.9.1.021.27292.
[7] L. W. Mills and D. T. Moses, “Oral Health During Pregnancy,” MCN Am. J. Matern. Nurs., vol. 27, no. 5, pp. 275–280, Oct. 2002.
[8] “Uredba o Nacionalnom programu preventivne stomatološke zdravstvene zaštite: 22/2009-11.” https://www.pravno-informacioni-sistem.rs/SlGlasnikPortal/eli/rep/sgrs/vlada/uredba/2009/22/4/reg (accessed Sep. 18, 2021).
[9] M. Vulović et al., Program preventivne stomatološke zaštite stanovnika Srbije. Zavod za udžbenike i nastavna sredstva, 1996.
[10] K. P. Murphy, Machine Learning: A Probabilistic Perspective, Illustrated edition. Cambridge, MA: The MIT Press, 2012.
[11] E. Kateeb and E. Momany, “Dental caries experience and associated risk indicators among Palestinian pregnant women in the Jerusalem area: a cross-sectional study,” BMC Oral Health, vol. 18, no. 1, p. 170, Oct. 2018, doi: 10.1186/s12903-018-0628-x.
[12] S. L. Russell, J. R. Ickovics, and R. A. Yaffee, “Exploring Potential Pathways Between Parity and Tooth Loss Among American Women,” Am. J. Public Health, vol. 98, no. 7, pp. 1263–1270, Jul. 2008, doi: 10.2105/AJPH.2007.124735.
[13] M. Deghatipour et al., “Oral health status in relation to socioeconomic and behavioral factors among pregnant women: a community-based cross-sectional study,” BMC Oral Health, vol. 19, no. 1, p. 117, Jun. 2019, doi: 10.1186/s12903-019-0801-x.
[14] E. G. Kim, S. K. Park, and J.-H. Nho, “Factors Related to Maternal Oral Health Status: Focus on Pregnant and Breastfeeding Women,” Healthcare, vol. 9, no. 6, Art. no. 6, Jun. 2021, doi: 10.3390/healthcare9060708.
[15] J. A. Gil-Montoya, X. Leon-Rios, T. Rivero, M. Expósito-Ruiz, I. Perez-Castillo, and M. J. Aguilar-Cordero, “Factors associated with oral health-related quality of life during pregnancy: a prospective observational study,” Qual. Life Res., May 2021, doi: 10.1007/s11136-021-02869-3.
[16] M. Radnai et al., “The oral health status of postpartum mothers in South-East Hungary,” Community Dent. Health, vol. 24, no. 2, pp. 111–116, Jun. 2007.
[17] M. Wandera, I. M. Engebretsen, I. Okullo, J. K. Tumwine, A. N. Åstrøm, and the PROMISE-EBF Study Group, “Socio-demographic factors related to periodontal status and tooth loss of pregnant women in Mbale district, Uganda,” BMC Oral Health, vol. 9, no. 1, p. 18, Jul. 2009, doi: 10.1186/1472-6831-9-18.
[18] J.-N. Vergnes et al., “Frequency and Risk Indicators of Tooth Decay among Pregnant Women in France: A Cross-Sectional Analysis,” PLOS ONE, vol. 7, no. 5, p. e33296, Jul. 2012, doi: 10.1371/journal.pone.0033296.
[19] N. Thomas, P. Middleton, and C. Crowther, “Oral and dental health care practices in pregnant women in Australia: A postnatal survey,” BMC Pregnancy Childbirth, vol. 8, p. 13, Feb. 2008, doi: 10.1186/1471-2393-8-13.
[20] A. Villa et al., “Oral health and oral diseases in pregnancy: a multicentre survey of Italian postpartum women,” Aust. Dent. J., vol. 58, no. 2, pp. 224–229, 2013, doi: 10.1111/adj.12058.
[21] S. A. Khamis, K. Asimakopoulou, T. Newton, and B. Daly, “The effect of dental health education on pregnant women’s adherence with toothbrushing and flossing — A randomized control trial,” Community Dent. Oral Epidemiol., vol. 45, no. 5, pp. 469–477, 2017, doi: 10.1111/cdoe.12311.
[22] “imbalanced-learn documentation — Version 0.8.0.” https://imbalanced-learn.org/stable/ (accessed May 25, 2021).
Objavljeno
2022-01-25
Sekcija
Elektrotehničko i računarsko inženjerstvo
