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The conducted investigation shows that the best mathematical models produced for estimating confirmed and deceased cases achieved R\n                    <jats:sup>2<\/jats:sup>\n                    scores of 0.999, while the models developed for estimation of recovered cases achieved the R\n                    <jats:sup>2<\/jats:sup>\n                    score of 0.998. The equations generated for confirmed, deceased, and recovered cases were combined in order to estimate the epidemiology curve of specific countries and on the global scale. The estimated epidemiology curve for each country obtained from these equations is almost identical to the real data contained within the data set.\n                  <\/jats:p>","DOI":"10.1177\/1460458220976728","type":"journal-article","created":{"date-parts":[[2021,1,16]],"date-time":"2021-01-16T06:35:47Z","timestamp":1610778947000},"update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":17,"title":["Estimation of COVID-19 epidemic curves using genetic programming algorithm"],"prefix":"10.1177","volume":"27","author":[{"given":"Nikola","family":"An\u0111eli\u0107","sequence":"first","affiliation":[{"name":"University of Rijeka, Faculty of Engineering, Rijeka, Croatia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3015-1024","authenticated-orcid":false,"given":"Sandi","family":"Baressi \u0160egota","sequence":"additional","affiliation":[{"name":"University of Rijeka, Faculty of Engineering, Rijeka, Croatia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ivan","family":"Lorencin","sequence":"additional","affiliation":[{"name":"University of Rijeka, Faculty of Engineering, Rijeka, Croatia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vedran","family":"Mrzljak","sequence":"additional","affiliation":[{"name":"University of Rijeka, Faculty of Engineering, Rijeka, Croatia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zlatan","family":"Car","sequence":"additional","affiliation":[{"name":"University of Rijeka, Faculty of Engineering, Rijeka, Croatia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2021,1,16]]},"reference":[{"key":"bibr1-1460458220976728","doi-asserted-by":"publisher","DOI":"10.1093\/jtm\/taaa021"},{"key":"bibr2-1460458220976728","doi-asserted-by":"crossref","unstructured":"Al-Gheethi A, Noman E, Al-Maqtari QA, et al. 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