Detection of brain tumor and identification of tumor region using deep neural network on fMRI images

Afsara  Mashiat; Reza Rifat Akhlaque; Fahmeda Hasan Fariha; Tanzim Reza; Md Anisur Rahman; Mohammad Zavid  Parvez

doi:10.1109/ICMLC51923.2020.9469565

Detection of brain tumor and identification of tumor region using deep neural network on fMRI images

Afsara Mashiat, Reza Rifat Akhlaque, Fahmeda Hasan Fariha, Tanzim Reza, Md Anisur Rahman, Mohammad Zavid Parvez

Computing, Mathematics and Engineering

Brac University

Research output: Book chapter/Published conference paper › Conference paper › peer-review

Original language	English
Title of host publication	2020 International Conference on Machine Learning and Cybernetics (ICMLC)
Place of Publication	University of Adelaide Adelaide, Australia
Publisher	IEEE Xplore
Pages	124-130
Number of pages	7
ISBN (Electronic)	9781665419437
ISBN (Print)	9781665430074
DOIs	https://doi.org/10.1109/ICMLC51923.2020.9469565
Publication status	Published - 05 Jul 2021
Event	19th International Conference on Machine Learning and Cybernetics: ICMLC 2020 - University of Adelaide, Adelaide, Australia Duration: 04 Dec 2020 → 06 Dec 2020 https://www.icmlc.com/2020/ (Conference website) https://www.icmlc.com/2020/cfp.html (Call for papers) https://www.icmlc.com/2020/technicalProgram/PresentationSession.pdf (Conference program)

Publication series

Name
Publisher	IEEE
ISSN (Print)	2160-133X
ISSN (Electronic)	2160-1348

Conference

Conference	19th International Conference on Machine Learning and Cybernetics
Country/Territory	Australia
City	Adelaide
Period	04/12/20 → 06/12/20
Other	We are sorry to announce that ICMLC and ICWAPR 2020 are now officially postponed to 4th - 6th, December, 2020 due to the current Covid-19 health emergency. The conferences will be held at the same venue, University of Adelaide. The submission date is also postponed to 10th September, 2020.
Internet address	https://www.icmlc.com/2020/ (Conference website) https://www.icmlc.com/2020/cfp.html (Call for papers) https://www.icmlc.com/2020/technicalProgram/PresentationSession.pdf (Conference program)

Access to Document

10.1109/ICMLC51923.2020.9469565

Cite this

@inproceedings{66e8e191992347fbbf7a1c77058b8a80,

title = "Detection of brain tumor and identification of tumor region using deep neural network on fMRI images",

keywords = "CNN, fMRI, Tumor, Machine learning, Deeper architecture, classification",

author = "Afsara Mashiat and Akhlaque, {Reza Rifat} and Fariha, {Fahmeda Hasan} and Tanzim Reza and Rahman, {Md Anisur} and Parvez, {Mohammad Zavid}",

year = "2021",

month = jul,

day = "5",

doi = "10.1109/ICMLC51923.2020.9469565",

language = "English",

isbn = "9781665430074",

publisher = "IEEE Xplore",

pages = "124--130",

booktitle = "2020 International Conference on Machine Learning and Cybernetics (ICMLC)",

note = "19th International Conference on Machine Learning and Cybernetics : ICMLC 2020 ; Conference date: 04-12-2020 Through 06-12-2020",

url = "https://www.icmlc.com/2020/, https://www.icmlc.com/2020/cfp.html, https://www.icmlc.com/2020/technicalProgram/PresentationSession.pdf",

}

Mashiat, A, Akhlaque, RR, Fariha, FH, Reza, T, Rahman, MA & Parvez, MZ 2021, Detection of brain tumor and identification of tumor region using deep neural network on fMRI images. in 2020 International Conference on Machine Learning and Cybernetics (ICMLC)., 4051, IEEE Xplore, University of Adelaide Adelaide, Australia, pp. 124-130, 19th International Conference on Machine Learning and Cybernetics, Adelaide, South Australia, Australia, 04/12/20. https://doi.org/10.1109/ICMLC51923.2020.9469565

Detection of brain tumor and identification of tumor region using deep neural network on fMRI images. / Mashiat, Afsara; Akhlaque, Reza Rifat; Fariha, Fahmeda Hasan et al.

2020 International Conference on Machine Learning and Cybernetics (ICMLC). University of Adelaide Adelaide, Australia : IEEE Xplore, 2021. p. 124-130 4051.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

TY - GEN

T1 - Detection of brain tumor and identification of tumor region using deep neural network on fMRI images

AU - Mashiat, Afsara

AU - Akhlaque, Reza Rifat

AU - Fariha, Fahmeda Hasan

AU - Reza, Tanzim

AU - Rahman, Md Anisur

AU - Parvez, Mohammad Zavid

PY - 2021/7/5

Y1 - 2021/7/5

KW - CNN

KW - fMRI

KW - Tumor

KW - Machine learning

KW - Deeper architecture

KW - classification

U2 - 10.1109/ICMLC51923.2020.9469565

DO - 10.1109/ICMLC51923.2020.9469565

M3 - Conference paper

SN - 9781665430074

SP - 124

EP - 130

BT - 2020 International Conference on Machine Learning and Cybernetics (ICMLC)

PB - IEEE Xplore

CY - University of Adelaide Adelaide, Australia

T2 - 19th International Conference on Machine Learning and Cybernetics

Y2 - 4 December 2020 through 6 December 2020

ER -