A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images

Filiz Bunyak; Adel Hafiane; Zahraa Al-Milaji; Ilker Ersoy; Anoop Haridas; Kannappan Palaniappan

doi:10.1109/BIBM.2015.7359726

A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images

Filiz Bunyak
, Adel Hafiane
, Zahraa Al-Milaji
, Ilker Ersoy
, Anoop Haridas
, Kannappan Palaniappan

University of Missouri-Columbia
Université d'Orléans
University of Missouri

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

Original language	English
Title of host publication	Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015
Editors	lng. Matthieu Schapranow, Jiayu Zhou, Xiaohua Tony Hu, Bin Ma, Sanguthevar Rajasekaran, Satoru Miyano, Illhoi Yoo, Brian Pierce, Amarda Shehu, Vijay K. Gombar, Brian Chen, Vinay Pai, Jun Huan
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	450-453
Number of pages	4
ISBN (Electronic)	9781467367981
DOIs	https://doi.org/10.1109/BIBM.2015.7359726
State	Published - Dec 16 2015
Externally published	Yes
Event	IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015 - Washington, United States Duration: Nov 9 2015 → Nov 12 2015

Publication series

Name	Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015

Conference

Conference	IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015
Country/Territory	United States
City	Washington
Period	11/9/15 → 11/12/15

ASJC Scopus Subject Areas

Software
Artificial Intelligence
Health Informatics
Biomedical Engineering

Access to Document

10.1109/BIBM.2015.7359726

Cite this

Bunyak, F., Hafiane, A., Al-Milaji, Z., Ersoy, I., Haridas, A., & Palaniappan, K. (2015). A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images. In L. M. Schapranow, J. Zhou, X. T. Hu, B. Ma, S. Rajasekaran, S. Miyano, I. Yoo, B. Pierce, A. Shehu, V. K. Gombar, B. Chen, V. Pai, & J. Huan (Eds.), Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015 (pp. 450-453). Article 7359726 (Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BIBM.2015.7359726

A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images. / Bunyak, Filiz; Hafiane, Adel; Al-Milaji, Zahraa et al.
Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015. ed. / lng. Matthieu Schapranow; Jiayu Zhou; Xiaohua Tony Hu; Bin Ma; Sanguthevar Rajasekaran; Satoru Miyano; Illhoi Yoo; Brian Pierce; Amarda Shehu; Vijay K. Gombar; Brian Chen; Vinay Pai; Jun Huan. Institute of Electrical and Electronics Engineers Inc., 2015. p. 450-453 7359726 (Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015).

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

Bunyak, F, Hafiane, A, Al-Milaji, Z, Ersoy, I, Haridas, A & Palaniappan, K 2015, A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images. in LM Schapranow, J Zhou, XT Hu, B Ma, S Rajasekaran, S Miyano, I Yoo, B Pierce, A Shehu, VK Gombar, B Chen, V Pai & J Huan (eds), Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015., 7359726, Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015, Institute of Electrical and Electronics Engineers Inc., pp. 450-453, IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015, Washington, United States, 11/9/15. https://doi.org/10.1109/BIBM.2015.7359726

Bunyak F, Hafiane A, Al-Milaji Z, Ersoy I, Haridas A, Palaniappan K. A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images. In Schapranow LM, Zhou J, Hu XT, Ma B, Rajasekaran S, Miyano S, Yoo I, Pierce B, Shehu A, Gombar VK, Chen B, Pai V, Huan J, editors, Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 450-453. 7359726. (Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015). doi: 10.1109/BIBM.2015.7359726

Bunyak, Filiz ; Hafiane, Adel ; Al-Milaji, Zahraa et al. / A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images. Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015. editor / lng. Matthieu Schapranow ; Jiayu Zhou ; Xiaohua Tony Hu ; Bin Ma ; Sanguthevar Rajasekaran ; Satoru Miyano ; Illhoi Yoo ; Brian Pierce ; Amarda Shehu ; Vijay K. Gombar ; Brian Chen ; Vinay Pai ; Jun Huan. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 450-453 (Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015).

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title = "A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H\&E images",

author = "Filiz Bunyak and Adel Hafiane and Zahraa Al-Milaji and Ilker Ersoy and Anoop Haridas and Kannappan Palaniappan",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015 ; Conference date: 09-11-2015 Through 12-11-2015",

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AU - Haridas, Anoop

AU - Palaniappan, Kannappan

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A segmentation-based multi-scale framework for the classification of epithelial and stromal tissues in H&E images

Publication series

Conference

ASJC Scopus Subject Areas

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