A Hybrid Machine Learning Approach for the Phenotypic Classification of Metagenomic Colon Cancer Reads Based on Kmer Frequency and Biomarker Profiling

Ali Kishk; Asmaa Elzizy; Dina Galal; Elham Abdel Razek; Esraa Fawzy; Gehad Ahmed; Mohamed Gawish; Safwat Hamad; Mohamed El-Hadidi

doi:10.1109/CIBEC.2018.8641805

A Hybrid Machine Learning Approach for the Phenotypic Classification of Metagenomic Colon Cancer Reads Based on Kmer Frequency and Biomarker Profiling

Ali Kishk
, Asmaa Elzizy
, Dina Galal
, Elham Abdel Razek
, Esraa Fawzy
, Gehad Ahmed
, Mohamed Gawish
, Safwat Hamad
, Mohamed El-Hadidi

Producción científica

Idioma original	English
Título de la publicación alojada	2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings
Editores	Ayman Eldeib, Tamer Basha, Inas Yassine
Editorial	Institute of Electrical and Electronics Engineers Inc.
Páginas	118-121
Número de páginas	4
ISBN (versión digital)	9781538681541
DOI	https://doi.org/10.1109/CIBEC.2018.8641805
Estado	Published - jul 2 2018
Publicado de forma externa	Sí
Evento	9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Cairo Duración: dic 20 2018 → dic 22 2018

Serie de la publicación

Nombre	2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings

Conference

Conference	9th Cairo International Biomedical Engineering Conference, CIBEC 2018
País/Territorio	Egypt
Ciudad	Cairo
Período	12/20/18 → 12/22/18

ASJC Scopus Subject Areas

Safety, Risk, Reliability and Quality
Computer Science Applications
Computer Vision and Pattern Recognition
Biomedical Engineering

Acceder al documento

10.1109/CIBEC.2018.8641805

Otros archivos y enlaces

Citar esto

Kishk, A., Elzizy, A., Galal, D., Razek, E. A., Fawzy, E., Ahmed, G., Gawish, M., Hamad, S., & El-Hadidi, M. (2018). A Hybrid Machine Learning Approach for the Phenotypic Classification of Metagenomic Colon Cancer Reads Based on Kmer Frequency and Biomarker Profiling. En A. Eldeib, T. Basha, & I. Yassine (Eds.), 2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings (pp. 118-121). Artículo 8641805 (2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CIBEC.2018.8641805

Kishk, Ali et al. "A Hybrid Machine Learning Approach for the Phenotypic Classification of Metagenomic Colon Cancer Reads Based on Kmer Frequency and Biomarker Profiling." 2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings, edited by Ayman Eldeib, Tamer Basha y Inas Yassine, 2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings., Institute of Electrical and Electronics Engineers Inc., 2018, 118-121 https://doi.org/10.1109/CIBEC.2018.8641805

A Hybrid Machine Learning Approach for the Phenotypic Classification of Metagenomic Colon Cancer Reads Based on Kmer Frequency and Biomarker Profiling. / Kishk, Ali; Elzizy, Asmaa; Galal, Dina et al.
2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings. ed. / Ayman Eldeib; Tamer Basha; Inas Yassine. Institute of Electrical and Electronics Engineers Inc., 2018. p. 118-121 8641805 (2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings).

Producción científica

Kishk, A, Elzizy, A, Galal, D, Razek, EA, Fawzy, E, Ahmed, G, Gawish, M, Hamad, S & El-Hadidi, M 2018, A Hybrid Machine Learning Approach for the Phenotypic Classification of Metagenomic Colon Cancer Reads Based on Kmer Frequency and Biomarker Profiling. En A Eldeib, T Basha & I Yassine (eds.), 2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings., 8641805, 2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 118-121, 9th Cairo International Biomedical Engineering Conference, CIBEC 2018, Cairo, Egypt, 12/20/18. https://doi.org/10.1109/CIBEC.2018.8641805

Kishk A, Elzizy A, Galal D, Razek EA, Fawzy E, Ahmed G et al. A Hybrid Machine Learning Approach for the Phenotypic Classification of Metagenomic Colon Cancer Reads Based on Kmer Frequency and Biomarker Profiling. En Eldeib A, Basha T, Yassine I, editores, 2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2018. p. 118-121. 8641805. (2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings). doi: 10.1109/CIBEC.2018.8641805

Kishk, Ali ; Elzizy, Asmaa ; Galal, Dina et al. / A Hybrid Machine Learning Approach for the Phenotypic Classification of Metagenomic Colon Cancer Reads Based on Kmer Frequency and Biomarker Profiling. 2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings. editor / Ayman Eldeib ; Tamer Basha ; Inas Yassine. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 118-121 (2018 9th Cairo International Biomedical Engineering Conference, CIBEC 2018 - Proceedings).

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title = "A Hybrid Machine Learning Approach for the Phenotypic Classification of Metagenomic Colon Cancer Reads Based on Kmer Frequency and Biomarker Profiling",

keywords = "Colorectal cancer, Metagenomics, Phenotype classification",

author = "Ali Kishk and Asmaa Elzizy and Dina Galal and Razek, \{Elham Abdel\} and Esraa Fawzy and Gehad Ahmed and Mohamed Gawish and Safwat Hamad and Mohamed El-Hadidi",

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AU - Gawish, Mohamed

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