Logic regression-derived algorithms for syndromic management of vaginal infections
نویسندگان
چکیده
منابع مشابه
Logic regression-derived algorithms for syndromic management of vaginal infections
BACKGROUND Syndromic management of vaginal infections is known to have poor diagnostic accuracy. Logic regression is a machine-learning procedure which allows for the identification of combinations of variables to predict an outcome, such as the presence of a vaginal infection. METHODS We used logic regression to develop predictive models for syndromic management of vaginal infection among sy...
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Logic regression is a generalized regression and classification method that is able to make Boolean combinations as new predictive variables from the original binary variables. Logic regression was introduced for case control or cohort study with independent observations. Although in various studies, correlated observations occur due to different reasons, logic regression have not been studi...
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در ایران بیمه خودرو سهم بزرگی در صنعت بیمه دارد. تعیین حق بیمه مناسب و عادلانه نیازمند طبقه بندی خریداران بیمه نامه براساس خطرات احتمالی آنها است. عوامل ریسکی فراوانی می تواند بر این قیمت گذاری تاثیر بگذارد. طبقه بندی و تعیین میزان تاثیر گذاری هر عامل ریسکی بر قیمت گذاری بیمه خودرو پیچیدگی خاصی دارد. در این پایان نامه سعی در ارائه راهی جدید برای طبقه بندی عوامل ریسکی با استفاده از اصول و روش ها...
Low prevalence of cervical infections in women with vaginal discharge in west Africa: implications for syndromic management.
OBJECTIVES To measure prevalence and risk factors for cervical infections among a large sample of women consulting for vaginal discharge in west Africa and to evaluate its syndromic management through a two visit algorithm. METHODS In 11 health centres in Bénin, Burkina Faso, Ghana, Guinée, and Mali 726 women who presented with a vaginal discharge without abdominal pain and who denied being a...
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OBJECTIVE Syndromic management is promoted as a measure to manage and control STIs in resource poor settings. This research was conducted to assess the diagnosis and prescription patterns using syndromic management algorithms as part of a community-based reproductive health programme. METHODS The research was conducted in four squatter settlements of Karachi. Health care providers working for...
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ژورنال
عنوان ژورنال: BMC Medical Informatics and Decision Making
سال: 2015
ISSN: 1472-6947
DOI: 10.1186/s12911-015-0228-5