Community and Facility Health Information System Integration in Malawi: A Comparison of Machine Learning and Probabilistic Record Linkage Methods

ACM Journal on Computing and Sustainable Societies Pub Date : 2023-10-12 DOI:10.1145/3624773

Anna Dixon, Limbani Thengo, Emmanuel Kitsao, Kondwani Matiya, Mourice Barasa, Revelation Nyirongo, Jennifer Muli, Funny Kamanga, Chiyembekezo Kachimanga, Fabien Munyaneza, Phillip Ngari, Henry Makungwa, Jones Chimpukuso, Mercy Amulele, Elijah Karari, Simon Mbae

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Abstract

research-article Free Access Share on Community and Facility Health Information System Integration in Malawi: A Comparison of Machine Learning and Probabilistic Record Linkage MethodsJust Accepted Authors: Anna Dixon Medic, USA Medic, USASearch about this author , Limbani Thengo Partners In Health, Malawi Partners In Health, MalawiSearch about this author , Emmanuel Kitsao Medic, Kenya Medic, KenyaSearch about this author , Kondwani Matiya Partners In Health, Malawi Partners In Health, MalawiSearch about this author , Mourice Barasa Medic, Kenya Medic, KenyaSearch about this author , Revelation Nyirongo Partners In Health, Malawi Partners In Health, MalawiSearch about this author , Jennifer Muli Medic, Kenya Medic, KenyaSearch about this author , Funny Kamanga Partners In Health, Malawi Partners In Health, MalawiSearch about this author , Chiyembekezo Kachimanga Partners In Health, Malawi Partners In Health, MalawiSearch about this author , Fabien Munyaneza Partners In Health, Malawi Partners In Health, MalawiSearch about this author , Phillip Ngari Medic, Kenya Medic, KenyaSearch about this author , Henry Makungwa Partners In Health, Malawi Partners In Health, MalawiSearch about this author , Jones Chimpukuso Partners In Health, Malawi Partners In Health, MalawiSearch about this author , Mercy Amulele Medic, Kenya Medic, KenyaSearch about this author , Elijah Karari Medic, Kenya Medic, KenyaSearch about this author , Simon Mbae Medic, Kenya Medic, KenyaSearch about this author Authors Info & Claims ACM Journal on Computing and Sustainable SocietiesAccepted on June 2023https://doi.org/10.1145/3624773Published:12 October 2023Publication History 0citation0DownloadsMetricsTotal Citations0Total Downloads0Last 12 Months0Last 6 weeks0 Get Citation AlertsNew Citation Alert added!This alert has been successfully added and will be sent to:You will be notified whenever a record that you have chosen has been cited.To manage your alert preferences, click on the button below.Manage my AlertsNew Citation Alert!Please log in to your account Save to BinderSave to BinderCreate a New BinderNameCancelCreateExport CitationPublisher SiteeReaderPDF

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马拉维社区和设施卫生信息系统集成:机器学习和概率记录链接方法的比较

马拉维社区和设施卫生信息系统集成的免费访问共享:机器学习和概率记录链接方法的比较Anna Dixon Medic, USA Medic, USA search关于这位作者，Limbani Thengo健康合作伙伴，马拉维健康合作伙伴，马拉维搜索关于这位作者，Emmanuel Kitsao Medic，肯尼亚医疗合作伙伴，肯尼亚搜索关于这位作者，Kondwani Matiya健康合作伙伴，马拉维健康合作伙伴，马拉维搜索关于这位作者，Mourice Barasa Medic，肯尼亚医疗合作伙伴，肯尼亚搜索关于这位作者，Revelation Nyirongo健康合作伙伴，马拉维健康合作伙伴，马拉维搜索关于这位作者，Jennifer Muli Medic，肯尼亚医生，肯尼亚搜索这位作者，Funny Kamanga健康合作伙伴，马拉维健康合作伙伴，马拉维搜索这位作者，chiyemkezo Kachimanga健康合作伙伴，马拉维健康合作伙伴，马拉维搜索这位作者，Fabien Munyaneza健康合作伙伴，马拉维健康合作伙伴，马拉维搜索这位作者，Phillip Ngari Medic，肯尼亚医生，肯尼亚搜索这位作者，Henry Makungwa健康合作伙伴，马拉维健康合作伙伴，搜索这个作者，Jones Chimpukuso Partners In Health, Malawi Partners In Health，马拉维搜索这个作者，Mercy Amulele Medic，肯尼亚医生，肯尼亚搜索这个作者，Elijah Karari Medic，肯尼亚医生，肯尼亚搜索这个作者，Simon Mbae Medic，肯尼亚医生，kenyassearch about the author author Info & Claims ACM Journal on Computing and Sustainable society于2023年6月接受https://doi.org/10.1145/3624773Published:12 2023年10月出版历史0citation0downloadsmetrictotal Citations0Total downloads0过去12个月过去6周获得引文警报添加了新的引文警报!此警报已成功添加，并将发送到:每当您选择的记录被引用时，您将收到通知。要管理您的警报首选项，请单击下面的按钮。管理我的提醒新引文提醒!请登录您的帐户保存到binder保存到BinderCreate一个新的BinderNameCancelCreateExport CitationPublisher SiteeReaderPDF

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ACM Journal on Computing and Sustainable Societies

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