| Literature DB >> 30531177 |
Heyam Awad1, Amer Abu-Shanab, Noor Hammad, Amani Atallah, Mai Abdulattif.
Abstract
BACKGROUND: Colorectal cancer (CRC) is the third most common cancer worldwide. In the West, the incidence has stabilized or decreased. There are only occasional published studies that describe the epidemiology of CRC and its changing trends in Jordan and other Middle Eastern countries.Entities:
Mesh:
Year: 2018 PMID: 30531177 PMCID: PMC6302993 DOI: 10.5144/0256-4947.2018.427
Source DB: PubMed Journal: Ann Saudi Med ISSN: 0256-4947 Impact factor: 1.526
Figure 1Cumulative mean number of cases by year (95% CI: 51.99–63.49) (n=970).
Figure 2Mean number of cases by year by gender (n=970) (mean and standard deviation for number of cases: 41.6 [16.7] for males, 25.5 [10.5] for females).
Number of cases by age group and gender.
| Gender | Age group (years) | Frequency | Percent |
|---|---|---|---|
|
| |||
| Female | 1–20 | 4 | 1.0 |
| 21–40 | 42 | 10.8 | |
| 41–60 | 156 | 40.2 | |
| 61–80 | 163 | 42.0 | |
| 81–100 | 15 | 3.9 | |
| Total | 380 | 97.9 | |
| Missing | 8 | 2.1 | |
| Male | 21–40 | 39 | 6.7 |
| 41–60 | 190 | 32.6 | |
| 61–80 | 311 | 53.4 | |
| 81–100 | 29 | 5.0 | |
| Total | 569 | 97.8 | |
| Missing | 13 | 2.2 | |
Figure 3Number of patients by age category and gender (n=949).
Comparison of accuracy of three mathematical forecasting models as judged by the mean absolute percentage error (MAPE).
| Model | Group | Model accuracy (MAPE) | Model accuracy with Fourier modification |
|---|---|---|---|
|
| |||
| Both genders | |||
| GM | 0.323477 | 0.289903 | |
| Verhm | 0.254851 | 0.255277 | |
| ONGBM | 0.27291 | 0.203195 | |
| Males | |||
| GM | 0.381432 | 0.308944 | |
| Verhm | 0.299624 | 0.29857 | |
| ONGBM | 0.307709 | 0.256616 | |
| Females | |||
| GM | 0.421249 | 0.356078 | |
| Verhm | 0.333251 | 0.251514 | |
| ONGBM | 0.337247 | 0.23963 | |
GM=traditional grey model, OMGBM=optimized nonlinear grey Bernoulli model {1,1} (first order difference equation with one independent variable). MAPE=mean absolute percentage error.
Least MAPE indicating the most reliable forecasting model.
Figure 4Grey prediction according to the optimized nonlinear Bernoulli grey model with Fourier modification.