Jaegyoon Ahn

33 papers C 1Misc 2Journal 25Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mol-AIR: Molecular Reinforcement Learning with Adaptive Intrinsic Rewards for Goal-Directed Molecular Generation.
J. Chem. Inf. Model.
Jinyeong Park, Jaegyoon Ahn, Jonghwan Choi, Jibum Kim
2025 J jnl
PathNetDRP: a novel biomarker discovery framework using pathway and protein-protein interaction networks for immune checkpoint inhibitor response prediction.
BMC Bioinform.
Dohee Lee, Jaegyoon Ahn, Jonghwan Choi
2024 J jnl
Mol-AIR: Molecular Reinforcement Learning with Adaptive Intrinsic Rewards for Goal-directed Molecular Generation.
CoRR
Jinyeong Park, Jaegyoon Ahn, Jonghwan Choi, Jibum Kim
2022 J jnl
A Novel Machine Learning Model for Identifying Patient-Specific Cancer Driver Genes.
IEEE Access
Heewon Jung, Jonghwan Choi, Jiwoo Park, Jaegyoon Ahn
2022 J jnl
Predicting chemical structure using reinforcement learning with a stack-augmented conditional variational autoencoder.
J. Cheminformatics
Hwanhee Kim, Soohyun Ko, Byung Ju Kim, Sung Jin Ryu, Jaegyoon Ahn
2021 J jnl
Binding affinity prediction for protein-ligand complex using deep attention mechanism based on intermolecular interactions.
BMC Bioinform.
Sangmin Seo, Jonghwan Choi, Sanghyun Park, Jaegyoon Ahn
2021 J jnl
Improved Prediction of Cancer Outcome Using Graph-Embedded Generative Adversarial Networks.
IEEE Access
Chihyun Park, Ilhwan Oh, Jonghwan Choi, Soohyun Ko, Jaegyoon Ahn
2019 J jnl
Novel deep learning model for more accurate prediction of drug-drug interaction effects.
BMC Bioinform.
Geonhee Lee, Chihyun Park, Jaegyoon Ahn
2019 J jnl
RN
J. Comput. Biol.
Jaegyoon Ahn, Junhyeok Choi, Harrim Kim, Jibum Kim
2018 J jnl
PISTON: Predicting drug indications and side effects using topic modeling and natural language processing.
J. Biomed. Informatics
Giup Jang, Taekeon Lee, Soyoun Hwang, Chihyun Park, Jaegyoon Ahn, Sukyung Seo, Youhyeon Hwang, Youngmi Yoon
2018 J jnl
Prediction of GPCR-Ligand Binding Using Machine Learning Algorithms.
Comput. Math. Methods Medicine
Sangmin Seo, Jonghwan Choi, Soon Kil Ahn, Kil Won Kim, Jaekwang Kim, JaeHyuck Choi, Jinho Kim, Jaegyoon Ahn
2017 J jnl
Drug voyager: a computational platform for exploring unintended drug action.
BMC Bioinform.
Min Oh, Jaegyoon Ahn, Taekeon Lee, Giup Jang, Chihyun Park, Youngmi Yoon
2017 J jnl
Improved prediction of breast cancer outcome by identifying heterogeneous biomarkers.
Bioinform.
Jonghwan Choi, Sanghyun Park, Youngmi Yoon, Jaegyoon Ahn
2017 J jnl
Systematic identification of differential gene network to elucidate Alzheimer's disease.
Expert Syst. Appl.
Chihyun Park, Youngmi Yoon, Min Oh, Seok Jong Yu, Jaegyoon Ahn
2016 J jnl
Corrigendum to "A literature-driven method to calculate similarities among diseases" [Comput. Methods Programs Biomed. (2015) 108-122].
Comput. Methods Programs Biomed.
HyunJin Kim, Youngmi Yoon, Jaegyoon Ahn, Sanghyun Park
2015 J jnl
A literature-driven method to calculate similarities among diseases.
Comput. Methods Programs Biomed.
HyunJin Kim, Youngmi Yoon, Jaegyoon Ahn, Sanghyun Park
2015 Misc conf
Inference of disease-specific gene interaction network using a Bayesian network learned by genetic algorithm.
SAC
Daye Jeong, Yunku Yeu, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
2015 J jnl
RASER: reads aligner for SNPs and editing sites of RNA.
Bioinform.
Jaegyoon Ahn, Xinshu Xiao
2014 — conf
Discovering phenotype specific gene module using a novel biclustering algorithm in colorectal cancer.
BIBM
Jungrim Kim, Youngmi Yoon, Sanghyun Park, Jaegyoon Ahn, Yunku Yeu
2013 J jnl
ICP: A novel approach to predict prognosis of prostate cancer with inner-class clustering of gene expression data.
Comput. Biol. Medicine
HyunJin Kim, Jaegyoon Ahn, Chihyun Park, Youngmi Yoon, Sanghyun Park
2013 J jnl
Impact of TGF-b on breast cancer from a quantitative proteomic analysis.
Comput. Biol. Medicine
Jaegyoon Ahn, Youngmi Yoon, Yunku Yeu, Hookuen Lee, Sanghyun Park
2013 J jnl
Improved method for protein complex detection using bottleneck proteins.
BMC Medical Informatics Decis. Mak.
Jaegyoon Ahn, Dae Hyun Lee, Youngmi Yoon, Yunku Yeu, Sanghyun Park
2012 J jnl
CNV detection method optimized for high-resolution arrayCGH by normality test.
Comput. Biol. Medicine
Jaegyoon Ahn, Youngmi Yoon, Chihyun Park, Sanghyun Park
2012 J jnl
Identification of functional CNV region networks using a CNV-gene mapping algorithm in a genome-wide scale.
Bioinform.
Chihyun Park, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
2012 — conf
Protein complex prediction via bottleneck-based graph partitioning.
DTMBIO@CIKM
Jaegyoon Ahn, Dae Hyun Lee, Youngmi Yoon, Yunku Yeu, Sanghyun Park
2011 J jnl
Integrative gene network construction for predicting a set of complementary prostate cancer genes.
Bioinform.
Jaegyoon Ahn, Youngmi Yoon, Chihyun Park, Eunji Shin, Sanghyun Park
2011 J jnl
Noise-robust algorithm for identifying functionally associated biclusters from gene expression data.
Inf. Sci.
Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
2011 — conf
Protein Complex Discovery from Protein Interaction Network with High False-Positive Rate.
EvoBio
Yunku Yeu, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
2011 J jnl
TC-VGC: A Tumor Classification System using Variations in Genes' Correlation.
Comput. Methods Programs Biomed.
Eunji Shin, Youngmi Yoon, Jaegyoon Ahn, Sanghyun Park
2010 — conf
A novel cancer classifier based on differentially expressed gene network.
BCB
Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
2009 C conf
A Computational Approach to Detect CNVs Using High-throughput Sequencing.
BIBE
Myungjin Moon, Jaegyoon Ahn, Youngmi Yoon, Chihyun Park, Sanghyun Park, Jeehee Yoon
2009 Misc conf
A novel approach to detect copy number variation using segmentation and genetic algorithm.
SAC
Chihyun Park, Youngmi Yoon, Jaegyoon Ahn, Myungjin Moon, Sanghyun Park
2008 — conf
RN-Cluster: Discovering Coherent Biclusters Which is Robust to Noise.
BIOTECHNO
Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park