Bonil Koo

13PUBLICATIONS
26CO-AUTHORS
Biomolecular modelling and designContext learningPredictive and prognostic markersCheminformatics and quantitative structure-activity relationshipsMedical infection agents (incl. prions)
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Publications (13)

|Sep 07, 2026
CAREPath: semantic context-aware reasoning paths with mechanism-augmented embeddings for drug repurposing.

|Jul 07, 2026
Improving hit discovery by integrating activity cliff sensitivity into active learning.

|Nov 25, 2025
Transcriptome Transformer: improving patient survival prediction via multitask learning of transcriptomic and clinical features.

Bonil Koo, Inyoung Sung, Sangseon Lee

|Jul 15, 2025
MixingDTA: improved drug-target affinity prediction by extending mixup with guilt-by-association.

Youngoh Kim, Dongmin Bang, Bonil Koo

|Jan 10, 2025
Increased local DNA methylation disorder in AMLs with DNMT3A-destabilizing variants and its clinical implication.

Dohoon Lee, Bonil Koo, Seokhyeon Kim

|Oct 21, 2024
PONYTA: prioritization of phenotype-related genes from mouse KO events using PU learning on a biological network.

Jun Hyeong Kim, Bonil Koo, Sun Kim

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Frequent Collaborators

12 joint publications

Sun Kim

5 joint publications

Dongmin Bang

4 joint publications

Sangseon Lee

3 joint publications

Dohoon Lee