Bonil Koo

12PUBLICATIONS
25CO-AUTHORS
Context learningPredictive and prognostic markersCheminformatics and quantitative structure-activity relationshipsMedical infection agents (incl. prions)Gene expression (incl. microarray and other genome-wide approaches)
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Publications (12)

|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

|Sep 25, 2024
Unraveling the impact of lysosomal dysfunction on myeloproliferative neoplasm.

Hyundong Yoon, Dohoon Lee, Seulki Song

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Frequent Collaborators

11 joint publications

Sun Kim

4 joint publications

Dongmin Bang

3 joint publications

Dohoon Lee

3 joint publications

Sangseon Lee