Jaegyoon Ahn
Orcid: 0000-0002-7020-7002
  According to our database1,
  Jaegyoon Ahn
  authored at least 32 papers
  between 2008 and 2025.
  
  
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
  2025
PathNetDRP: a novel biomarker discovery framework using pathway and protein-protein interaction networks for immune checkpoint inhibitor response prediction.
    
  
    BMC Bioinform., December, 2025
    
  
Mol-AIR: Molecular Reinforcement Learning with Adaptive Intrinsic Rewards for Goal-Directed Molecular Generation.
    
  
    J. Chem. Inf. Model., 2025
    
  
  2022
Predicting chemical structure using reinforcement learning with a stack-augmented conditional variational autoencoder.
    
  
    J. Cheminformatics, 2022
    
  
    IEEE Access, 2022
    
  
  2021
Binding affinity prediction for protein-ligand complex using deep attention mechanism based on intermolecular interactions.
    
  
    BMC Bioinform., 2021
    
  
Improved Prediction of Cancer Outcome Using Graph-Embedded Generative Adversarial Networks.
    
  
    IEEE Access, 2021
    
  
  2019
RN<sup>+</sup>: A Novel Biclustering Algorithm for Analysis of Gene Expression Data Using Protein-Protein Interaction Network.
    
  
    J. Comput. Biol., 2019
    
  
Novel deep learning model for more accurate prediction of drug-drug interaction effects.
    
  
    BMC Bioinform., 2019
    
  
  2018
PISTON: Predicting drug indications and side effects using topic modeling and natural language processing.
    
  
    J. Biomed. Informatics, 2018
    
  
    Comput. Math. Methods Medicine, 2018
    
  
  2017
Systematic identification of differential gene network to elucidate Alzheimer's disease.
    
  
    Expert Syst. Appl., 2017
    
  
    BMC Bioinform., 2017
    
  
Improved prediction of breast cancer outcome by identifying heterogeneous biomarkers.
    
  
    Bioinform., 2017
    
  
  2016
Corrigendum to "A literature-driven method to calculate similarities among diseases" [Comput. Methods Programs Biomed. (2015) 108-122].
    
  
    Comput. Methods Programs Biomed., 2016
    
  
  2015
    Comput. Methods Programs Biomed., 2015
    
  
Inference of disease-specific gene interaction network using a Bayesian network learned by genetic algorithm.
    
  
    Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
    
  
  2014
Discovering phenotype specific gene module using a novel biclustering algorithm in colorectal cancer.
    
  
    Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
    
  
  2013
    BMC Medical Informatics Decis. Mak., 2013
    
  
ICP: A novel approach to predict prognosis of prostate cancer with inner-class clustering of gene expression data.
    
  
    Comput. Biol. Medicine, 2013
    
  
    Comput. Biol. Medicine, 2013
    
  
  2012
    Comput. Biol. Medicine, 2012
    
  
Identification of functional CNV region networks using a CNV-gene mapping algorithm in a genome-wide scale.
    
  
    Bioinform., 2012
    
  
    Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics, 2012
    
  
  2011
Noise-robust algorithm for identifying functionally associated biclusters from gene expression data.
    
  
    Inf. Sci., 2011
    
  
    Comput. Methods Programs Biomed., 2011
    
  
Integrative gene network construction for predicting a set of complementary prostate cancer genes.
    
  
    Bioinform., 2011
    
  
Protein Complex Discovery from Protein Interaction Network with High False-Positive Rate.
    
  
    Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011
    
  
  2010
    Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010
    
  
  2009
A novel approach to detect copy number variation using segmentation and genetic algorithm.
    
  
    Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009
    
  
    Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009
    
  
  2008
    Proceedings of the International Conference on Biocomputation, 2008