Please use this identifier to cite or link to this item:
http://dspace.cas.upm.edu.ph:8080/xmlui/handle/123456789/453
Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lacanlale, Edward Francis | - |
dc.date.accessioned | 2019-08-16T17:13:02Z | - |
dc.date.available | 2019-08-16T17:13:02Z | - |
dc.date.issued | 2018-06 | - |
dc.identifier.uri | http://dspace.cas.upm.edu.ph:8080/xmlui/handle/123456789/453 | - |
dc.description.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. | en_US |
dc.language.iso | en | en_US |
dc.subject | cardiomegaly | en_US |
dc.subject | convolutional neural network | en_US |
dc.subject | decision support system | en_US |
dc.title | HeartSmart: A Clinical Decision Support System for Cardiomegaly Detection in Chest X-ray Images using Convolutional Neural Network | en_US |
dc.type | Thesis | en_US |
Appears in Collections: | Computer Science SP |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
LACANLALE, Edward Franci.pdf | SP Document | 2.94 MB | Adobe PDF | ![]() View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.