Learning Transformations for Automated Classification of Manifestation of Tuberculosis using Convolutional Neural Network

Asmaa Abbas; Mohammed M. Abdelsamea

doi:10.1109/ICCES.2018.8639200

Learning Transformations for Automated Classification of Manifestation of Tuberculosis using Convolutional Neural Network

Asmaa Abbas, Mohammed M. Abdelsamea

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

31 Citations (SciVal)

Original language	English
Title of host publication	Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018
Editors	Ahmed M. Zaki, Mohamad Taher, M. Watheq El-Kharashi, Ashraf Salem, Ayman M. Bahaa El-Din, Hazem M. Abbas
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	122-126
Number of pages	5
ISBN (Electronic)	9781538651117
DOIs	https://doi.org/10.1109/ICCES.2018.8639200
Publication status	Published (VoR) - 11 Feb 2019
Event	13th International Conference on Computer Engineering and Systems, ICCES 2018 - Cairo, Egypt Duration: 18 Dec 2018 → 19 Dec 2018

Publication series

Name	Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018

Conference

Conference	13th International Conference on Computer Engineering and Systems, ICCES 2018
Country/Territory	Egypt
City	Cairo
Period	18/12/18 → 19/12/18

Keywords

computer-aided diagnosis
convolution neural network
deep learning
medical imaging
transfer learning

Access to Document

10.1109/ICCES.2018.8639200

Cite this

Abbas, A., & Abdelsamea, M. M. (2019). Learning Transformations for Automated Classification of Manifestation of Tuberculosis using Convolutional Neural Network. In A. M. Zaki, M. Taher, M. W. El-Kharashi, A. Salem, A. M. Bahaa El-Din, & H. M. Abbas (Eds.), Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018 (pp. 122-126). Article 8639200 (Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCES.2018.8639200

Abbas, Asmaa ; Abdelsamea, Mohammed M. / Learning Transformations for Automated Classification of Manifestation of Tuberculosis using Convolutional Neural Network. Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018. editor / Ahmed M. Zaki ; Mohamad Taher ; M. Watheq El-Kharashi ; Ashraf Salem ; Ayman M. Bahaa El-Din ; Hazem M. Abbas. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 122-126 (Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018).

@inproceedings{14c18d59da22419aa22419a5ff7e198f,

title = "Learning Transformations for Automated Classification of Manifestation of Tuberculosis using Convolutional Neural Network",

keywords = "computer-aided diagnosis, convolution neural network, deep learning, medical imaging, transfer learning",

author = "Asmaa Abbas and Abdelsamea, \{Mohammed M.\}",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 13th International Conference on Computer Engineering and Systems, ICCES 2018 ; Conference date: 18-12-2018 Through 19-12-2018",

year = "2019",

month = feb,

day = "11",

doi = "10.1109/ICCES.2018.8639200",

language = "English",

series = "Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "122--126",

editor = "Zaki, \{Ahmed M.\} and Mohamad Taher and El-Kharashi, \{M. Watheq\} and Ashraf Salem and \{Bahaa El-Din\}, \{Ayman M.\} and Abbas, \{Hazem M.\}",

booktitle = "Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018",

}

Abbas, A & Abdelsamea, MM 2019, Learning Transformations for Automated Classification of Manifestation of Tuberculosis using Convolutional Neural Network. in AM Zaki, M Taher, MW El-Kharashi, A Salem, AM Bahaa El-Din & HM Abbas (eds), Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018., 8639200, Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018, Institute of Electrical and Electronics Engineers Inc., pp. 122-126, 13th International Conference on Computer Engineering and Systems, ICCES 2018, Cairo, Egypt, 18/12/18. https://doi.org/10.1109/ICCES.2018.8639200

Learning Transformations for Automated Classification of Manifestation of Tuberculosis using Convolutional Neural Network. / Abbas, Asmaa; Abdelsamea, Mohammed M.
Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018. ed. / Ahmed M. Zaki; Mohamad Taher; M. Watheq El-Kharashi; Ashraf Salem; Ayman M. Bahaa El-Din; Hazem M. Abbas. Institute of Electrical and Electronics Engineers Inc., 2019. p. 122-126 8639200 (Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Learning Transformations for Automated Classification of Manifestation of Tuberculosis using Convolutional Neural Network

AU - Abbas, Asmaa

AU - Abdelsamea, Mohammed M.

PY - 2019/2/11

Y1 - 2019/2/11

KW - computer-aided diagnosis

KW - convolution neural network

KW - deep learning

KW - medical imaging

KW - transfer learning

UR - https://www.scopus.com/pages/publications/85063150677

UR - https://www.scopus.com/inward/citedby.url?scp=85063150677&partnerID=8YFLogxK

U2 - 10.1109/ICCES.2018.8639200

DO - 10.1109/ICCES.2018.8639200

M3 - Conference contribution

AN - SCOPUS:85063150677

T3 - Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018

SP - 122

EP - 126

BT - Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018

A2 - Zaki, Ahmed M.

A2 - Taher, Mohamad

A2 - El-Kharashi, M. Watheq

A2 - Salem, Ashraf

A2 - Bahaa El-Din, Ayman M.

A2 - Abbas, Hazem M.

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 13th International Conference on Computer Engineering and Systems, ICCES 2018

Y2 - 18 December 2018 through 19 December 2018

ER -

Abbas A, Abdelsamea MM. Learning Transformations for Automated Classification of Manifestation of Tuberculosis using Convolutional Neural Network. In Zaki AM, Taher M, El-Kharashi MW, Salem A, Bahaa El-Din AM, Abbas HM, editors, Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018. Institute of Electrical and Electronics Engineers Inc. 2019. p. 122-126. 8639200. (Proceedings - 2018 13th International Conference on Computer Engineering and Systems, ICCES 2018). doi: 10.1109/ICCES.2018.8639200

Learning Transformations for Automated Classification of Manifestation of Tuberculosis using Convolutional Neural Network

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this