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Classification models for predicting the source of gastrointestinal bleeding in the absence of hematemesis
(Basic Research Journal of Medicine and Clinical Sciences, 2013-08)
Management of acute gastrointestinal bleeding necessitates the identification of the source of bleed. The source of bleeding which is clear in patients presenting with hematemesis, is unclear in the absence of it. Logistic ...
Assessing the Learning Environment at Habib medical School, Islamic University in Uganda
(International Journal of Human and Health Sciences, 2017-01)
The learners’ environment is crucial for development of professionals. In Uganda, there was no studies assessing the learning environment have been found. Objective: This study was performed to assess the undergraduate ...
On the Use of Bayesian Network Classifiers to Classify Patients with Peptic Ulcer Among Upper Gastrointestinal Bleeding Patients
(IEEE, 2012)
A Bayesian network classifier is one type of graphical probabilistic models that is capable of representing relationship between variables in a given domain under study. We consider the naïve Bayes, tree augmented naïve ...
THE PERFORMANCE OF THE FREE ELECTRICITY CONNECTION POLICY IN UGANDA
(Sematic Scholar (https://www.semanticscholar.org/), 2020-09-01)
This study provided an analysis of the free electricity connection (FEC) in Uganda’s household and to describe how electricity reforms in Uganda will enhance the country to achieve universal electricity. Ugandans on the ...
Effect of Missing Value Methods on Bayesian Network Classification of Hepatitis Data
(International Journal of Computer Science and Telecommunication, 2013-06)
Missing value imputation methods are widely used in solving missing value problems during statistical analysis. For classification tasks, these imputation methods can affect the accuracy of the Bayesian network classifiers. ...
Comparison of the Naive Bayes Classifier and Instance Based Learner in Classifying Upper Gastrointestinal Bleeding
(MATEMATIKA, 2013)
Upper gastrointestinal bleeding is a medical emergence that results in high medical costs and death. Management of this disease requires ascertaining the cause of bleeding. The cause of bleeding is classified into esophageal ...