{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,6,11]],"date-time":"2024-06-11T16:35:58Z","timestamp":1718123758989},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2022,6,6]],"date-time":"2022-06-06T00:00:00Z","timestamp":1654473600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,6,6]]},"abstract":"<jats:p>Though a clinical pathway is one of the tools used to guide evidence-based healthcare, promoting the practice of evidence-based decisions on healthcare services is incredibly challenging in low resource settings (LRS). This paper proposed a novel approach for designing an automated and dynamic generation of clinical pathways (CPs) in LRS through a hybrid (knowledge-based and data-driven based) algorithm that works with limited clinical input and can be updated whenever new information is available. Our proposed approach dynamically maps and validate the knowledge-based clinical pathways with the local context and historical evidence to deliver a multi-criteria decision analysis (concordance table) for adjusting or readjusting the order of knowledge-based CPs decision priority. Our finding shows that the developed approach successfully delivered probabilistic-based CPs and found a promising result with Jimma Health Center \u201cpregnancy, childbearing, and family planning\u201d dataset.<\/jats:p>","DOI":"10.3233\/shti220087","type":"book-chapter","created":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T09:31:30Z","timestamp":1654594290000},"source":"Crossref","is-referenced-by-count":2,"title":["A Hybrid Approach for Designing Dynamic and Data-Driven Clinical Pathways Point of Care Instruments in Low Resource Settings"],"prefix":"10.3233","author":[{"given":"Geletaw Sahle","family":"Tegenaw","sequence":"first","affiliation":[{"name":"Department of Electronics and Informatics ETRO, Vrije Universiteit Brussel (VUB), Pleinlaan 2, 1050 Brussel, Belgium"},{"name":"Faculty of Computing, JiT, Jimma University, Ethiopia"}]},{"given":"Demisew","family":"Amenu","sequence":"additional","affiliation":[{"name":"Department of Obstetrics and Gynecology. College of Health Science, Jimma University, Ethiopia"}]},{"given":"Girum","family":"Ketema","sequence":"additional","affiliation":[{"name":"Faculty of Computing, JiT, Jimma University, Ethiopia"}]},{"given":"Frank","family":"Verbeke","sequence":"additional","affiliation":[{"name":"Department of Electronics and Informatics ETRO, Vrije Universiteit Brussel (VUB), Pleinlaan 2, 1050 Brussel, Belgium"}]},{"given":"Jan","family":"Cornelis","sequence":"additional","affiliation":[{"name":"Department of Electronics and Informatics ETRO, Vrije Universiteit Brussel (VUB), Pleinlaan 2, 1050 Brussel, Belgium"}]},{"given":"Bart","family":"Jansen","sequence":"additional","affiliation":[{"name":"Department of Electronics and Informatics ETRO, Vrije Universiteit Brussel (VUB), Pleinlaan 2, 1050 Brussel, Belgium"},{"name":"iMEC, Kapeldreef 75, 3001 Leuven, Belgium"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","MEDINFO 2021: One World, One Health \u2013 Global Partnership for Digital Innovation"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI220087","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T09:31:31Z","timestamp":1654594291000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI220087"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,6]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti220087","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6,6]]}}}