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Automatic Platelets Counter for Supporting Dengue Case Detection in Primary Health Care in Indonesia
Umeå universitet, Medicinska fakulteten, Institutionen för strålningsvetenskaper.
2013 (engelsk)Inngår i: Medinfo 2013: proceedings of the 14th World Conference on Medical and Health Informatics, Pts 1 and 2 / [ed] Lehmann, CU Ammenwerth, E Nohr, C, IOS Press, 2013, s. 585-588Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

Dengue fever is a major problem in many developing countries, including Indonesia. Laboratory examination is used to diagnose dengue infection and to monitor disease progression. Hematology tests, such as platelet count, are also used for timely recognition of the development of severe dengue. In primary health care centers platelet counting is typically performed manually, which is labor intensive and requires an experienced laboratory technician. To address this challenge, we have developed an automatic platelet counter for primary health care and resource-poor settings. The technology is based on a conventional microscope equipped with a digital camera linked to a personal computer, which can capture and analyze microscope images of blood samples. To evaluate the accuracy of the technology, it was compared to platelet counts performed manual by an experienced laboratory technician. Statistical analysis shows no difference between the techniques with a kappa coefficient of 0.6. This method is judged to have great potential as a tool to help primary health centers and other facilities with limited resources to deal with the burden of dengue.

sted, utgiver, år, opplag, sider
IOS Press, 2013. s. 585-588
Serie
Studies in Health Technology and Informatics, ISSN 0926-9630 ; 192
Emneord [en]
Dengue, Platelet Count, Computer-Assisted Image Analysis
HSV kategori
Identifikatorer
URN: urn:nbn:se:umu:diva-142773DOI: 10.3233/978-1-61499-289-9-585ISI: 000341021700120PubMedID: 23920623Scopus ID: 2-s2.0-84894360083ISBN: 978-1-61499-289-9 (digital)ISBN: 978-1-61499-288-2 (tryckt)OAI: oai:DiVA.org:umu-142773DiVA, id: diva2:1167208
Konferanse
14th World Congress on Medical and Health Informatics (MEDINFO), AUG 20-23, 2013, Copenhagen, DENMARK
Tilgjengelig fra: 2017-12-18 Laget: 2017-12-18 Sist oppdatert: 2025-02-21bibliografisk kontrollert

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Lazuardi, LutfanCandradewi, IkaHolmner, Åsa

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