onr:"swepub:oai:DiVA.org:ltu-61988"
Search: onr:"swepub:oai:DiVA.org:ltu-61988" > Design and implemen...
- 1 of 1
- Previous record
- Next record
- To hitlist
- Abd-Ellah, Mahmoud KhaledElectronic and Communication Department Al-Madina Higher Institute for Engineering and Technology, Giza (author)
Design and implementation of a computer-aided diagnosis system for brain tumor classification
- Article/chapterEnglish2017
Publisher, publication year, extent ...
- 2017
- printrdacarrier
Numbers
- LIBRIS-ID:oai:DiVA.org:ltu-61988
- https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-61988URI
- https://doi.org/10.1109/ICM.2016.7847911DOI
Supplementary language notes
- Language:English
- Summary in:English
Part of subdatabase
- SwePubSwePub
Classification
Notes
- Computer-aided diagnosis (CAD) systems have become very important for the medical diagnosis of brain tumors. The systems improve the diagnostic accuracy and reduce the required time. In this paper, a two-stage CAD system has been developed for automatic detection and classification of brain tumor through magnetic resonance images (MRIs). In the first stage, the system classifies brain tumor MRI into normal and abnormal images. In the second stage, the type of tumor is classified as benign (Noncancerous) or malignant (Cancerous) from the abnormal MRIs. The proposed CAD ensembles the following computational methods: MRI image segmentation by K-means clustering, feature extraction using discrete wavelet transform (DWT), feature reduction by applying principal component analysis (PCA). The two-stage classification has been conducted using a support vector machine (SVM). Performance evaluation of the proposed CAD has achieved promising results using a non-standard MRIs database.
Subject headings and genre
- SAMHÄLLSVETENSKAP Medie- och kommunikationsvetenskap Systemvetenskap, informationssystem och informatik med samhällsvetenskaplig inriktning hsv//swe
- SOCIAL SCIENCES Media and Communications Information Systems, Social aspects hsv//eng
- Information systems
- Informationssystem
Added entries (persons, corporate bodies, meetings, titles ...)
- Awad, Ali IsmailLuleå tekniska universitet,Datavetenskap(Swepub:ltu)ismawa (author)
- Khalaf, Ashraf A. M.Faculty of Engineering, Minia University (author)
- Hamed, Hesham F. A.Faculty of Engineering, Minia University (author)
- Electronic and Communication Department Al-Madina Higher Institute for Engineering and Technology, GizaDatavetenskap (creator_code:org_t)
Related titles
- In:2016 28th International Conference on Microelectronics (ICM), s. 73-769781509057214
Internet link
Find in a library
- 2016 28th International Conference on Microelectronics (ICM) (Search for host publication in LIBRIS)
To the university's database
- 1 of 1
- Previous record
- Next record
- To hitlist
Find more in SwePub
- By the author/editor
- Abd-Ellah, Mahmo ...
- Awad, Ali Ismail
- Khalaf, Ashraf A ...
- Hamed, Hesham F. ...
- About the subject
-
- SOCIAL SCIENCES
- SOCIAL SCIENCES
- and Media and Commun ...
- and Information Syst ...
- Articles in the publication
- 2016 28th Intern ...
- By the university
- Luleå University of Technology
Search outside SwePub
- Extend your search to:
- Google Book Search
- Google Scholar
Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.
- Copyright © LIBRIS - National Library Systems
- LIBRIS.kb.se
