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Briefings in Bioinformatics|November 25, 2025
Transcriptome Transformer: improving patient survival prediction via multitask learning of transcriptomic and clinical featuresBonil Koo, Inyoung Sung, Sangseon Lee, et al.
Briefings in Bioinformatics|February 8, 2023
Improved drug response prediction by drug target data integration via network-based profilingMinwoo Pak, Sangseon Lee, Inyoung Sung, et al.
NPJ Precision Oncology|May 20, 2026
Deep learning for predicting patient drug response by transferring gene-level and cell-level knowledge to tumorsInyoung Sung, Dongmin Bang, Sun Kim, et al.
Bioinformatics (Oxford, England)|March 25, 2020
Cancer subtype classification and modeling by pathway attention and propagationSangseon Lee, Sangsoo Lim, Taeheon Lee, et al.
Frontiers in Pharmacology|February 10, 2025
MDTR: a knowledge-guided interpretable representation for quantifying liver toxicity at transcriptomic levelInyoung Sung, Sangseon Lee, Dongmin Bang, et al.
Bioinformatics (Oxford, England)|June 28, 2024
Transfer learning of condition-specific perturbation in gene interactions improves drug response predictionDongmin Bang, Bonil Koo, Sun Kim
Bioinformatics (Oxford, England)|October 21, 2024
PONYTA: prioritization of phenotype-related genes from mouse KO events using PU learning on a biological networkJun Hyeong Kim, Bonil Koo, Sun Kim
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