Idecomp: imbalance-aware decomposition for class-decomposed classification using conditional GANs

Patryk Buczek; Usama Zidan; Mohamed Medhat Gaber; Mohammed M. Abdelsamea

doi:10.1007/s44163-023-00078-0

Idecomp: imbalance-aware decomposition for class-decomposed classification using conditional GANs

Patryk Buczek, Usama Zidan, Mohamed Medhat Gaber, Mohammed M. Abdelsamea^*

^*Corresponding author for this work

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

Original language	English
Article number	31
Journal	Discover Artificial Intelligence
Volume	3
Issue number	1
DOIs	https://doi.org/10.1007/s44163-023-00078-0
Publication status	Published (VoR) - 29 Aug 2023

Keywords

Class imbalance
Conditional GAN
Medical image classification
Transfer learning

Access to Document

10.1007/s44163-023-00078-0

Cite this

@article{da3fea923772457395a5368ca2a2f490,

title = "Idecomp: imbalance-aware decomposition for class-decomposed classification using conditional GANs",

keywords = "Class imbalance, Conditional GAN, Medical image classification, Transfer learning",

author = "Patryk Buczek and Usama Zidan and Gaber, {Mohamed Medhat} and Abdelsamea, {Mohammed M.}",

note = "Publisher Copyright: {\textcopyright} The Author(s) 2023.",

year = "2023",

month = aug,

day = "29",

doi = "10.1007/s44163-023-00078-0",

language = "English",

volume = "3",

journal = "Discover Artificial Intelligence",

issn = "2731-0809",

publisher = "Springer",

number = "1",

}

TY - JOUR

T1 - Idecomp

T2 - imbalance-aware decomposition for class-decomposed classification using conditional GANs

AU - Buczek, Patryk

AU - Zidan, Usama

AU - Gaber, Mohamed Medhat

AU - Abdelsamea, Mohammed M.

N1 - Publisher Copyright: © The Author(s) 2023.

PY - 2023/8/29

Y1 - 2023/8/29

KW - Class imbalance

KW - Conditional GAN

KW - Medical image classification

KW - Transfer learning

UR - http://www.scopus.com/inward/record.url?scp=85190705787&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85190705787&partnerID=8YFLogxK

UR - https://www.open-access.bcu.ac.uk/15452/

U2 - 10.1007/s44163-023-00078-0

DO - 10.1007/s44163-023-00078-0

M3 - Article

AN - SCOPUS:85190705787

SN - 2731-0809

VL - 3

JO - Discover Artificial Intelligence

JF - Discover Artificial Intelligence

IS - 1

M1 - 31

ER -

Idecomp: imbalance-aware decomposition for class-decomposed classification using conditional GANs

Keywords

Access to Document

Other files and links

Fingerprint

Cite this