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Title: HeartSmart: A Clinical Decision Support System for Cardiomegaly Detection in Chest X-ray Images using Convolutional Neural Network
Authors: Lacanlale, Edward Francis
Keywords: cardiomegaly
convolutional neural network
decision support system
Issue Date: Jun-2018
Abstract: Cardiovascular disease is the Philippines' top cause of mortality. CVD typically results to high blood pressure and enlargement of the heart or cardiomegaly. HeartSmart is a web-based decision support tool. It assesses the patient's risk of heart enlargement with chest x-ray image as an input through the use of a convolutional neural network. The trained model in the system gives an accuracy of 71%, which can be further improved before it can be used as a decision support tool for detecting cardiomegaly in patients.
Appears in Collections:Computer Science SP

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