A Review of the Use of Data Analytics to Address Preeclampsia in Ecuador Between 2020 and 2024 DOI Creative Commons
Franklin Parrales–Bravo, Lorenzo Cevallos-Torres, Leonel Vasquez-Cevallos

et al.

Diagnostics, Journal Year: 2025, Volume and Issue: 15(8), P. 978 - 978

Published: April 11, 2025

Preeclampsia is one of the leading causes maternal and perinatal morbidity mortality worldwide. The incidence preeclampsia in Ecuador approximately 51 cases per 1000 pregnancies. Despite advances medicine, its diagnosis management remain a challenge due to multifactorial nature variability clinical presentation. Data analytics offers an innovative approach address these challenges, allowing for better understanding disease more informed decision-making. This work review examines peer-reviewed studies published during last decade that employed descriptive, diagnostic, predictive, prescriptive evaluate Ecuador. focuses on conducted healthcare institutions across coastal highland regions, with inclusion criterion requiring sample sizes greater than 100 patients. Emphasis placed statistical methods used, main findings, technological capabilities facilities where analyses were performed. Critical evaluation methodology limitations comparative discussion findings global literature are included. synthesis highlights both progress gaps predictive suggests pathways future research.

Language: Английский

A Review of the Use of Data Analytics to Address Preeclampsia in Ecuador Between 2020 and 2024 DOI Creative Commons
Franklin Parrales–Bravo, Lorenzo Cevallos-Torres, Leonel Vasquez-Cevallos

et al.

Diagnostics, Journal Year: 2025, Volume and Issue: 15(8), P. 978 - 978

Published: April 11, 2025

Preeclampsia is one of the leading causes maternal and perinatal morbidity mortality worldwide. The incidence preeclampsia in Ecuador approximately 51 cases per 1000 pregnancies. Despite advances medicine, its diagnosis management remain a challenge due to multifactorial nature variability clinical presentation. Data analytics offers an innovative approach address these challenges, allowing for better understanding disease more informed decision-making. This work review examines peer-reviewed studies published during last decade that employed descriptive, diagnostic, predictive, prescriptive evaluate Ecuador. focuses on conducted healthcare institutions across coastal highland regions, with inclusion criterion requiring sample sizes greater than 100 patients. Emphasis placed statistical methods used, main findings, technological capabilities facilities where analyses were performed. Critical evaluation methodology limitations comparative discussion findings global literature are included. synthesis highlights both progress gaps predictive suggests pathways future research.

Language: Английский

Citations

0