DeTrac: Transfer Learning of Class Decomposed Medical Images in Convolutional Neural Networks

Asmaa Abbas; Mohammed M. Abdelsamea; Mohamed Medhat Gaber

doi:10.1109/ACCESS.2020.2989273

DeTrac: Transfer Learning of Class Decomposed Medical Images in Convolutional Neural Networks

Asmaa Abbas
, Mohammed M. Abdelsamea^*
, Mohamed Medhat Gaber

^*Corresponding author for this work

Assiut University

Research output: Contribution to journal › Article › peer-review

110 Citations (SciVal)

Original language	English
Article number	9075155
Pages (from-to)	74901-74913
Number of pages	13
Journal	IEEE Access
Volume	8
DOIs	https://doi.org/10.1109/ACCESS.2020.2989273
Publication status	Published (VoR) - 2020

Keywords

Convolution neural networks
class decomposition
data irregularity
medical image classification
transfer learning

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10.1109/ACCESS.2020.2989273

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@article{002179f270d54dcfac72c05214d8ca9a,

title = "DeTrac: Transfer Learning of Class Decomposed Medical Images in Convolutional Neural Networks",

keywords = "Convolution neural networks, class decomposition, data irregularity, medical image classification, transfer learning",

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

note = "Publisher Copyright: {\textcopyright} 2013 IEEE.",

year = "2020",

doi = "10.1109/ACCESS.2020.2989273",

language = "English",

volume = "8",

pages = "74901--74913",

journal = "IEEE Access",

issn = "2169-3536",

publisher = "IEEE",

}

TY - JOUR

T1 - DeTrac

T2 - Transfer Learning of Class Decomposed Medical Images in Convolutional Neural Networks

AU - Abbas, Asmaa

AU - Abdelsamea, Mohammed M.

AU - Gaber, Mohamed Medhat

PY - 2020

Y1 - 2020

KW - Convolution neural networks

KW - class decomposition

KW - data irregularity

KW - medical image classification

KW - transfer learning

UR - https://www.scopus.com/pages/publications/85084338824

UR - https://www.scopus.com/pages/publications/85084338824#tab=citedBy

U2 - 10.1109/ACCESS.2020.2989273

DO - 10.1109/ACCESS.2020.2989273

M3 - Article

AN - SCOPUS:85084338824

SN - 2169-3536

VL - 8

SP - 74901

EP - 74913

JO - IEEE Access

JF - IEEE Access

M1 - 9075155

ER -

DeTrac: Transfer Learning of Class Decomposed Medical Images in Convolutional Neural Networks

Keywords

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