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An Attention-Based Deep Learning Model with Interpretable Patch-Weight Sharing for Diagnosing Cervical Dysplasia

Chae, Jinyeong; Zhang, Ying; Zimmermann, Roger; Kim, Dongho; Kim, Jihie

ArticleIssue Date2021CitationIntelligent Systems and Applications, v.296, pp 634 - 642PublisherSpringer Cham
SCIESCOPUS
An Investigation of Transfer Learning Approaches to Overcome Limited Labeled Data in Medical Image Analysisopen access

Chae, Jinyeong; Kim, Jihie

ArticleIssue Date2023CitationApplied Sciences, v.13, no.15, pp 1 - 32PublisherMDPI
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Attentive Transfer Learning via Self-supervised Learning for Cervical Dysplasia Diagnosis

Chae, Jinyeong; Zimmermann, Roger; Kim, Dongho; Kim, Jihie

ArticleIssue Date2021CitationJOURNAL OF INFORMATION PROCESSING SYSTEMS, v.17, no.3, pp 453 - 461PublisherKOREA INFORMATION PROCESSING SOC
SCIESCOPUS
Cross Encoder-Decoder Transformer with Global-Local Visual Extractor for Medical Image Captioningopen access

Lee, Hojun; Cho, Hyunjun; Park, Jieun; Chae, Jinyeong; Kim, Jihie

ArticleIssue Date2022CitationSensors, v.22, no.4, pp 1 - 13PublisherMDPI
SCOPUS
Uncertainty-based Visual Question Answering: Estimating Semantic Inconsistency between Image and Knowledge Base

Chae, Jinyeong; Kim, Jihie

ArticleIssue Date2022Citation2022 International Joint Conference on Neural Networks (IJCNN), v.2022-JulyPublisherIEEE
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