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Briefings in Bioinformatics
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November 25, 2025
Transcriptome Transformer: improving patient survival prediction via multitask learning of transcriptomic and clinical features
Bonil Koo, Inyoung Sung, Sangseon Lee, et al.
NPJ Precision Oncology
|
May 20, 2026
Deep learning for predicting patient drug response by transferring gene-level and cell-level knowledge to tumors
Inyoung Sung, Dongmin Bang, Sun Kim, et al.
Frontiers in Genetics
|
October 7, 2024
DGDRP: drug-specific gene selection for drug response prediction via re-ranking through propagating and learning biological network
Minwoo Pak, Dongmin Bang, Inyoung Sung, et al.
Briefings in Bioinformatics
|
February 8, 2023
Improved drug response prediction by drug target data integration via network-based profiling
Minwoo Pak, Sangseon Lee, Inyoung Sung, et al.
BMC Bioinformatics
|
April 26, 2022
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, et al.
Scientific Reports
|
June 16, 2021
Inferring transcriptomic cell states and transitions only from time series transcriptome data
Kyuri Jo, Inyoung Sung, Dohoon Lee, et al.
Bioinformatics (Oxford, England)
|
March 25, 2020
Cancer subtype classification and modeling by pathway attention and propagation
Sangseon Lee, Sangsoo Lim, Taeheon Lee, et al.
Cancers
|
September 9, 2022
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, et al.
Frontiers in Pharmacology
|
February 10, 2025
MDTR: a knowledge-guided interpretable representation for quantifying liver toxicity at transcriptomic level
Inyoung Sung, Sangseon Lee, Dongmin Bang, et al.
Computational and Structural Biotechnology Journal
|
April 12, 2021
A review on compound-protein interaction prediction methods: Data, format, representation and model
Sangsoo Lim, Yijingxiu Lu, Chang Yun Cho, et al.
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of 2
Search research articles
Search
Showing results (1-10 of 12) with videos related to
Sort By:
Page
of 2
Briefings in Bioinformatics
|
November 25, 2025
Transcriptome Transformer: improving patient survival prediction via multitask learning of transcriptomic and clinical features
Bonil Koo, Inyoung Sung, Sangseon Lee, et al.
NPJ Precision Oncology
|
May 20, 2026
Deep learning for predicting patient drug response by transferring gene-level and cell-level knowledge to tumors
Inyoung Sung, Dongmin Bang, Sun Kim, et al.
Frontiers in Genetics
|
October 7, 2024
DGDRP: drug-specific gene selection for drug response prediction via re-ranking through propagating and learning biological network
Minwoo Pak, Dongmin Bang, Inyoung Sung, et al.
Briefings in Bioinformatics
|
February 8, 2023
Improved drug response prediction by drug target data integration via network-based profiling
Minwoo Pak, Sangseon Lee, Inyoung Sung, et al.
BMC Bioinformatics
|
April 26, 2022
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, et al.
Scientific Reports
|
June 16, 2021
Inferring transcriptomic cell states and transitions only from time series transcriptome data
Kyuri Jo, Inyoung Sung, Dohoon Lee, et al.
Bioinformatics (Oxford, England)
|
March 25, 2020
Cancer subtype classification and modeling by pathway attention and propagation
Sangseon Lee, Sangsoo Lim, Taeheon Lee, et al.
Cancers
|
September 9, 2022
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, et al.
Frontiers in Pharmacology
|
February 10, 2025
MDTR: a knowledge-guided interpretable representation for quantifying liver toxicity at transcriptomic level
Inyoung Sung, Sangseon Lee, Dongmin Bang, et al.
Computational and Structural Biotechnology Journal
|
April 12, 2021
A review on compound-protein interaction prediction methods: Data, format, representation and model
Sangsoo Lim, Yijingxiu Lu, Chang Yun Cho, et al.
Page
of 2