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A CLASSFICATION MODEL FOR THE PROSTATE CANCER BASED ON ARTIFICIAL INTELLIGENCE TECHNOLOGIES

The prostate cancer is second-most leading cause of cancer-related death in the world, and a better detection model would help detect the cancer at early stage, thus maximizing the chance to cure the patients. In this project, a classification model for prostate cancer would be created with the assi...

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Main Author: LIM, CHOON HAO
Format: Final Year Project
Language:English
Published: IRC 2019
Online Access:http://utpedia.utp.edu.my/20209/1/FYP_II_Final_Dissertation.pdf
http://utpedia.utp.edu.my/20209/
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spelling my-utp-utpedia.202092019-12-20T16:12:43Z http://utpedia.utp.edu.my/20209/ A CLASSFICATION MODEL FOR THE PROSTATE CANCER BASED ON ARTIFICIAL INTELLIGENCE TECHNOLOGIES LIM, CHOON HAO The prostate cancer is second-most leading cause of cancer-related death in the world, and a better detection model would help detect the cancer at early stage, thus maximizing the chance to cure the patients. In this project, a classification model for prostate cancer would be created with the assistance of artificial intelligence technologies. The characteristics of prostate cancer are extracted from a large set of prostate images and deep learning is applied onto the computer-aided diagnosis (CAD) machine. A machine equipped with a classification model would help reduce the time taken and probable error during early stage of prostate cancer detection. IRC 2019-01 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/20209/1/FYP_II_Final_Dissertation.pdf LIM, CHOON HAO (2019) A CLASSFICATION MODEL FOR THE PROSTATE CANCER BASED ON ARTIFICIAL INTELLIGENCE TECHNOLOGIES. IRC, Universiti Teknologi PETRONAS. (Submitted)
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Electronic and Digitized Intellectual Asset
url_provider http://utpedia.utp.edu.my/
language English
description The prostate cancer is second-most leading cause of cancer-related death in the world, and a better detection model would help detect the cancer at early stage, thus maximizing the chance to cure the patients. In this project, a classification model for prostate cancer would be created with the assistance of artificial intelligence technologies. The characteristics of prostate cancer are extracted from a large set of prostate images and deep learning is applied onto the computer-aided diagnosis (CAD) machine. A machine equipped with a classification model would help reduce the time taken and probable error during early stage of prostate cancer detection.
format Final Year Project
author LIM, CHOON HAO
spellingShingle LIM, CHOON HAO
A CLASSFICATION MODEL FOR THE PROSTATE CANCER BASED ON ARTIFICIAL INTELLIGENCE TECHNOLOGIES
author_facet LIM, CHOON HAO
author_sort LIM, CHOON HAO
title A CLASSFICATION MODEL FOR THE PROSTATE CANCER BASED ON ARTIFICIAL INTELLIGENCE TECHNOLOGIES
title_short A CLASSFICATION MODEL FOR THE PROSTATE CANCER BASED ON ARTIFICIAL INTELLIGENCE TECHNOLOGIES
title_full A CLASSFICATION MODEL FOR THE PROSTATE CANCER BASED ON ARTIFICIAL INTELLIGENCE TECHNOLOGIES
title_fullStr A CLASSFICATION MODEL FOR THE PROSTATE CANCER BASED ON ARTIFICIAL INTELLIGENCE TECHNOLOGIES
title_full_unstemmed A CLASSFICATION MODEL FOR THE PROSTATE CANCER BASED ON ARTIFICIAL INTELLIGENCE TECHNOLOGIES
title_sort classfication model for the prostate cancer based on artificial intelligence technologies
publisher IRC
publishDate 2019
url http://utpedia.utp.edu.my/20209/1/FYP_II_Final_Dissertation.pdf
http://utpedia.utp.edu.my/20209/
_version_ 1739832726013345792
score 13.211869

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