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

5 Citations (SciVal)

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

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10.1007/s44163-023-00078-0

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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",

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

language = "English",

volume = "3",

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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 - https://www.scopus.com/pages/publications/85190705787

UR - https://www.scopus.com/pages/publications/85190705787#tab=citedBy

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

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DO - 10.1007/s44163-023-00078-0

M3 - Article

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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

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