20.500.12556/DKUM-66400 Insights into population health management through disease diagnoses networks The increasing availability of electronic health care records has provided remarkable progress in the field of population health. In particular the identification of disease risk factors has flourished under the surge of available data. Researchers can now access patient data across a broad range of demographics and geographic locations. Utilizing this Big healthcare data researchers have been able to empirically identify specific high-risk conditions found within differing populations. However to date the majority of studies approached the issue from the top down, focusing on the prevalence of specific diseases within a population. Through our work we demonstrate the power of addressing this issue bottom-up by identifying specifically which diseases are higher-risk for a specific population. In this work we demonstrate that network-based analysis can present a foundation to identify pairs of diagnoses that differentiate across population segments. We provide a case study highlighting differences between high and low income individuals in the United States. This work is particularly valuable when addressing population health management within resource-constrained environments such as community health programs where it can be used to provide insight and resource planning into targeted care for the population served. population screening risk factors network analysis presejanje prebivalstva faktorji tveganja analiza omrežja true false true Angleški jezik Slovenski jezik Znanstveno delo 2017-06-23 11:16:27 2017-06-23 11:18:05 2022-07-11 03:06:44 2019-07-11 15:46:11 2016 0 0 str. 1-11 Letn. 6 2016 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 2045-2322 659.2:004:614 18727432 2236324 10.1038/srep30465 2045-2322 URN:SI:UM:DK:2CRICCP8 Scientific_Reports_2016_Feldman_et_al._Insights_into_Population_Health_Management_Through_Disease_Diagnoses_Networks.pdf Scientific_Reports_2016_Feldman_et_al._Insights_into_Population_Health_Management_Through_Disease_Diagnoses_Networks.pdf 1 72B210B6F004848AB6F69B60FC15D388 527a4c9de5892fb77617f5e2867a3e909050dc78720be43e2557a7b95d23469a 4a4d776a-7c0e-11eb-bb7a-00155d0001ca https://dk.um.si/Dokument.php?lang=slv&id=113019 http://www.nature.com/articles/srep30465 1 https://dk.um.si/Dokument.php?lang=slv&id=113018 Fakulteta za zdravstvene vede 0 0 0