Publications by authors named "Inyoung Sung"

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Transcriptome Transformer: improving patient survival prediction via multitask learning of transcriptomic and clinical features.
Bonil Koo, Inyoung Sung, Sangseon Lee, Sun Kim

Brief Bioinform· November 2025

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Targeting the HER2-ELF3-KRAS axis: a novel therapeutic strategy for KRAS colorectal cancer.
Soo-Yeon Hwang, Yoojeong Seo, Seojeong Park, Seul-Ah Kim, Inhye Moon, Inyoung Sung

Mol Cancer· May 2025

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MDTR: a knowledge-guided interpretable representation for quantifying liver toxicity at transcriptomic level.
Inyoung Sung, Sangseon Lee, Dongmin Bang, Jungseob Yi, Sunho Lee

Front Pharmacol· January 2025

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DGDRP: drug-specific gene selection for drug response prediction via re-ranking through propagating and learning biological network.
Minwoo Pak, Dongmin Bang, Inyoung Sung, Sun Kim, Sunho Lee

Front Genet· September 2024

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Improved drug response prediction by drug target data integration via network-based profiling.
Minwoo Pak, Sangseon Lee, Inyoung Sung, Bonil Koo, Sun Kim

Brief Bioinform· March 2023

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Risk Stratification for Breast Cancer Patient by Simultaneous Learning of Molecular Subtype and Survival Outcome Using Genetic Algorithm-Based Gene Set Selection.
Bonil Koo, Dohoon Lee, Sangseon Lee, Inyoung Sung, Sun Kim

Cancers (Basel)· August 2022

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AutoCoV: tracking the early spread of COVID-19 in terms of the spatial and temporal patterns from embedding space by K-mer based deep learning.
Inyoung Sung, Sangseon Lee, Minwoo Pak, Yunyol Shin, Sun Kim

BMC Bioinformatics· April 2022

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Inferring transcriptomic cell states and transitions only from time series transcriptome data.
Kyuri Jo, Inyoung Sung, Dohoon Lee, Hyuksoon Jang, Sun Kim

Sci Rep· June 2021

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A review on compound-protein interaction prediction methods: Data, format, representation and model.
Sangsoo Lim, Yijingxiu Lu, Chang Yun Cho, Inyoung Sung, Jungwoo Kim, Sungjoon Park

Comput Struct Biotechnol J· March 2021

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Identification of Conserved Gene-Regulatory Networks that Integrate Environmental Sensing and Growth in the Root Cambium.
Nam V Hoang, Goh Choe, Yi Zheng, Ana Cecilia Aliaga Fandino, Inyoung Sung

Curr Biol· August 2020

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Cancer subtype classification and modeling by pathway attention and propagation.
Sangseon Lee, Sangsoo Lim, Taeheon Lee, Inyoung Sung, Sun Kim

Bioinformatics· June 2020

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Efficacy of forced-use therapy in hemiplegic cerebral palsy.
In-Young Sung, Ju-Seok Ryu, Sung-Bom Pyun, Seung-Don Yoo, Woo-Hyun Song

Arch Phys Med Rehabil· November 2005

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