pediatric on CorradoLanera https://www.CorradoLanera.it/tags/pediatric/ Recent content in pediatric on CorradoLanera Hugo -- gohugo.io en-us ©Corrado Lanera {year} Mon, 29 Apr 2019 00:00:00 +0000 Analysis of unstructured text-based data using machine learning techniques: the case of pediatric emergency department records in Nicaragua https://www.CorradoLanera.it/publication/2019-lorenzoni-nicaragua/ Mon, 29 Apr 2019 00:00:00 +0000 https://www.CorradoLanera.it/publication/2019-lorenzoni-nicaragua/ Five-hundred Random Forests were trained on a set of bootstrap samples of the whole dataset (1789 ED visits) to perform the classification task. MLTs seemed to be a promising opportunity for the exploitation of unstructured information reported in ED records in low- and middle-income Spanish-speaking countries.