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Deep learning-based framework for slide-based histopathological image analysisopen access

Kosaraju, Sai; Park, Jeongyeon; Lee, Hyun; Yang, Jung Wook; Kang, Mingon

ArticleIssue Date2022CitationScientific Reports, v.12, no.1PublisherNature Publishing Group
SCIESCOPUS
Deep-Hipo: Multi-scale receptive field deep learning for histopathological image analysis

Kosaraju, Sai Chandra; Hao, Jie; Koh, Hyun Min; Kang, Mingon

ArticleIssue Date2020CitationMethods, v.179, pp 3 - 13PublisherAcademic Press
SCIESCOPUS
Evidential deep learning-based ALK-expression screening using H&E-stained histopathological imagesopen access

Kosaraju, Sai Chandra; Parsa, Sai Phani; Song, Dae Hyun; An, Hyo Jung; Choi, Yoon-La; Han, Joungho; Yang, Jung Wook; Kang, Mingon

ArticleIssue Date2025Citationnpj Digital Medicine, v.8, no.1PublisherNATURE PUBLISHING GROUP
SCIESCOPUS
Hi-LASSO: High-Dimensional LASSOopen access

Kim, Youngsoon; Hao, Jie; Mallavarapu, Tejaswini; Park, Joongyang; Kang, Mingon

ArticleIssue Date2019CitationIEEE Access, v.7, pp 44562 - 44573PublisherInstitute of Electrical and Electronics Engineers Inc.
SCOPUS
PAGE-Net: Interpretable and Integrative Deep Learning for Survival Analysis Using Histopathological Images and Genomic Data

Hao, Jie; Kosaraju, Sai Chandra; Tsaku, Nelson Zange; Song, Dae Hyun; Kang, Mingon

ArticleIssue Date2020CitationPACIFIC SYMPOSIUM ON BIOCOMPUTING 2020, v.25, no.2020, pp 355 - 366PublisherWORLD SCIENTIFIC PUBL CO PTE LTD
SCIESCOPUS
Prediction of ALK Expression on H&E-Stained Pathology Slide Images Using a Deep-Learning Model: the Further Validation

Yang, Jung Wook; Kosaraju, Sai; Jung, Wookjae; Song, Daehyun; An, Hyo Jung; Roh, Mee Sook; Kim, Ahrong; Shin, Dong Hoon; Kang, Mingon

ArticleIssue Date2025CitationLaboratory Investigation, v.105, no.3PublisherNature Publishing Group
SCIESCOPUS
SPIN: sex-specific and pathway-based interpretable neural network for sexual dimorphism analysisopen access

Ko, Euiseong; Kim, Youngsoon; Shokoohi, Farhad; Mersha, Tesfaye B.; Kang, Mingon

ArticleIssue Date2024CitationBriefings in Bioinformatics, v.25, no.4PublisherOxford University Press
SCOPUS
Texture-based Deep Learning for Effective Histopathological Cancer Image Classification

Tsaku, Nelson Zange; Kosaraju, Sai Chandra; Aqila, Tasmia; Masum, Mohammad; Song, Dae Hyun; Mondal, Ananda M.; Koh, Hyun Min; Kang, Mingon

ArticleIssue Date2019Citation2019 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), pp 973 - 977PublisherIEEE
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