1 code implementation • 25 Sep 2023 • Caroline de Oliveira Costa Souza Rosa, Márcia Ito, Alex Borges Vieira, Klaus Wehmuth, Antônio Tadeu Azevedo Gomes
The automatic discovery of a model to represent the history of encounters of a group of patients with the healthcare system -- the so-called "pathway of patients" -- is a new field of research that supports clinical and organisational decisions to improve the quality and efficiency of the treatment provided.
no code implementations • 22 Dec 2021 • Felipe S. Abrahão, Hector Zenil, Fabio Porto, Michael Winter, Klaus Wehmuth, Itala M. L. D'Ottaviano
When mining large datasets in order to predict new data, limitations of the principles behind statistical machine learning pose a serious challenge not only to the Big Data deluge, but also to the traditional assumptions that data generating processes are biased toward low algorithmic complexity.