A SELECTIVE GAN-BASED DATA AUGMENTATION METHOD FOR MEDICAL IMAGE CLASSIFICATION

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Bibliographic Details
Main Author:	LIU ZHANHONG
Other Authors:	BIOMEDICAL ENGINEERING
Format:	Theses and Dissertations
Language:	English
Published:	2023
Subjects:	Deep learning, Selective Data Augmentation, Generative adversarial networks, Image classification, Label certainty, Triplet loss
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/243787
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-243787
record_format	dspace
spelling	sg-nus-scholar.10635-2437872023-07-31T18:01:03Z A SELECTIVE GAN-BASED DATA AUGMENTATION METHOD FOR MEDICAL IMAGE CLASSIFICATION LIU ZHANHONG BIOMEDICAL ENGINEERING Hwa Liang Leo Deep learning, Selective Data Augmentation, Generative adversarial networks, Image classification, Label certainty, Triplet loss Master's MASTER OF ENGINEERING (CDE) 2023-07-31T18:01:03Z 2023-07-31T18:01:03Z 2023-06-15 Thesis LIU ZHANHONG (2023-06-15). A SELECTIVE GAN-BASED DATA AUGMENTATION METHOD FOR MEDICAL IMAGE CLASSIFICATION. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/243787 0000-0002-1068-419X en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	Deep learning, Selective Data Augmentation, Generative adversarial networks, Image classification, Label certainty, Triplet loss
spellingShingle	Deep learning, Selective Data Augmentation, Generative adversarial networks, Image classification, Label certainty, Triplet loss LIU ZHANHONG A SELECTIVE GAN-BASED DATA AUGMENTATION METHOD FOR MEDICAL IMAGE CLASSIFICATION
description	Master's
author2	BIOMEDICAL ENGINEERING
author_facet	BIOMEDICAL ENGINEERING LIU ZHANHONG
format	Theses and Dissertations
author	LIU ZHANHONG
author_sort	LIU ZHANHONG
title	A SELECTIVE GAN-BASED DATA AUGMENTATION METHOD FOR MEDICAL IMAGE CLASSIFICATION
title_short	A SELECTIVE GAN-BASED DATA AUGMENTATION METHOD FOR MEDICAL IMAGE CLASSIFICATION
title_full	A SELECTIVE GAN-BASED DATA AUGMENTATION METHOD FOR MEDICAL IMAGE CLASSIFICATION
title_fullStr	A SELECTIVE GAN-BASED DATA AUGMENTATION METHOD FOR MEDICAL IMAGE CLASSIFICATION
title_full_unstemmed	A SELECTIVE GAN-BASED DATA AUGMENTATION METHOD FOR MEDICAL IMAGE CLASSIFICATION
title_sort	selective gan-based data augmentation method for medical image classification
publishDate	2023
url	https://scholarbank.nus.edu.sg/handle/10635/243787
_version_	1773551178749050880

A SELECTIVE GAN-BASED DATA AUGMENTATION METHOD FOR MEDICAL IMAGE CLASSIFICATION

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