Jaegyoon Ahn

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 13

Top Topics

Attention Mechanism

Colorectal Cancer

Gene Expression Data

Top Venues

Comput. Methods Programs Biomed.

Publications

Jinyeong Park, Jaegyoon Ahn, Jonghwan Choi, Jibum Kim
Mol-AIR: Molecular Reinforcement Learning with Adaptive Intrinsic Rewards for Goal-directed Molecular Generation. CoRR (2024)
Hwanhee Kim, Soohyun Ko, Byung Ju Kim, Sung Jin Ryu, Jaegyoon Ahn
Predicting chemical structure using reinforcement learning with a stack-augmented conditional variational autoencoder. J. Cheminformatics 14 (1) (2022)
Heewon Jung, Jonghwan Choi, Jiwoo Park, Jaegyoon Ahn
A Novel Machine Learning Model for Identifying Patient-Specific Cancer Driver Genes. IEEE Access 10 (2022)
Sangmin Seo, Jonghwan Choi, Sanghyun Park, Jaegyoon Ahn
Binding affinity prediction for protein-ligand complex using deep attention mechanism based on intermolecular interactions. BMC Bioinform. 22 (1) (2021)
Chihyun Park, Ilhwan Oh, Jonghwan Choi, Soohyun Ko, Jaegyoon Ahn
Improved Prediction of Cancer Outcome Using Graph-Embedded Generative Adversarial Networks. IEEE Access 9 (2021)
Geonhee Lee, Chihyun Park, Jaegyoon Ahn
Novel deep learning model for more accurate prediction of drug-drug interaction effects. BMC Bioinform. 20 (1) (2019)
Jaegyoon Ahn, Junhyeok Choi, Harrim Kim, Jibum Kim
: A Novel Biclustering Algorithm for Analysis of Gene Expression Data Using Protein-Protein Interaction Network. J. Comput. Biol. 26 (5) (2019)
Sangmin Seo, Jonghwan Choi, Soon Kil Ahn, Kil Won Kim, Jaekwang Kim, Jaehyuck Choi, Jinho Kim, Jaegyoon Ahn
Prediction of GPCR-Ligand Binding Using Machine Learning Algorithms. Comput. Math. Methods Medicine 2018 (2018)
Giup Jang, Taekeon Lee, Soyoun Hwang, Chihyun Park, Jaegyoon Ahn, Sukyung Seo, Youhyeon Hwang, Youngmi Yoon
PISTON: Predicting drug indications and side effects using topic modeling and natural language processing. J. Biomed. Informatics 87 (2018)
Jonghwan Choi, Sanghyun Park, Youngmi Yoon, Jaegyoon Ahn
Improved prediction of breast cancer outcome by identifying heterogeneous biomarkers. Bioinform. 33 (22) (2017)
Min Oh, Jaegyoon Ahn, Taekeon Lee, Giup Jang, Chihyun Park, Youngmi Yoon
Drug voyager: a computational platform for exploring unintended drug action. BMC Bioinform. 18 (1) (2017)
Chihyun Park, Youngmi Yoon, Min Oh, Seok Jong Yu, Jaegyoon Ahn
Systematic identification of differential gene network to elucidate Alzheimer's disease. Expert Syst. Appl. 85 (2017)
Hyunjin Kim, Youngmi Yoon, Jaegyoon Ahn, Sanghyun Park
Corrigendum to "A literature-driven method to calculate similarities among diseases" [Comput. Methods Programs Biomed. (2015) 108-122]. Comput. Methods Programs Biomed. 129 (2016)
Jaegyoon Ahn, Xinshu Xiao
RASER: reads aligner for SNPs and editing sites of RNA. Bioinform. 31 (24) (2015)
Daye Jeong, Yunku Yeu, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
Inference of disease-specific gene interaction network using a Bayesian network learned by genetic algorithm. SAC (2015)
Hyunjin Kim, Youngmi Yoon, Jaegyoon Ahn, Sanghyun Park
A literature-driven method to calculate similarities among diseases. Comput. Methods Programs Biomed. 122 (2) (2015)
Jungrim Kim, Youngmi Yoon, Sanghyun Park, Jaegyoon Ahn, Yunku Yeu
Discovering phenotype specific gene module using a novel biclustering algorithm in colorectal cancer. BIBM (2014)
Hyunjin Kim, Jaegyoon Ahn, Chihyun Park, Youngmi Yoon, Sanghyun Park
ICP: A novel approach to predict prognosis of prostate cancer with inner-class clustering of gene expression data. Comput. Biol. Medicine 43 (10) (2013)
Jaegyoon Ahn, Dae Hyun Lee, Youngmi Yoon, Yunku Yeu, Sanghyun Park
Improved method for protein complex detection using bottleneck proteins. BMC Medical Informatics Decis. Mak. 13 (S-1) (2013)
Jaegyoon Ahn, Youngmi Yoon, Yunku Yeu, Hookuen Lee, Sanghyun Park
Impact of TGF-b on breast cancer from a quantitative proteomic analysis. Comput. Biol. Medicine 43 (12) (2013)
Jaegyoon Ahn, Dae Hyun Lee, Youngmi Yoon, Yunku Yeu, Sanghyun Park
Protein complex prediction via bottleneck-based graph partitioning. DTMBIO@CIKM (2012)
Chihyun Park, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
Identification of functional CNV region networks using a CNV-gene mapping algorithm in a genome-wide scale. Bioinform. 28 (15) (2012)
Jaegyoon Ahn, Youngmi Yoon, Chihyun Park, Sanghyun Park
CNV detection method optimized for high-resolution arrayCGH by normality test. Comput. Biol. Medicine 42 (4) (2012)
Yunku Yeu, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
Protein Complex Discovery from Protein Interaction Network with High False-Positive Rate. EvoBio (2011)
Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
Noise-robust algorithm for identifying functionally associated biclusters from gene expression data. Inf. Sci. 181 (3) (2011)
Jaegyoon Ahn, Youngmi Yoon, Chihyun Park, Eunji Shin, Sanghyun Park
Integrative gene network construction for predicting a set of complementary prostate cancer genes. Bioinform. 27 (13) (2011)
Eunji Shin, Youngmi Yoon, Jaegyoon Ahn, Sanghyun Park
TC-VGC: A Tumor Classification System using Variations in Genes' Correlation. Comput. Methods Programs Biomed. 104 (3) (2011)
Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
A novel cancer classifier based on differentially expressed gene network. BCB (2010)
Chihyun Park, Youngmi Yoon, Jaegyoon Ahn, Myungjin Moon, Sanghyun Park
A novel approach to detect copy number variation using segmentation and genetic algorithm. SAC (2009)
Myungjin Moon, Jaegyoon Ahn, Youngmi Yoon, Chihyun Park, Sanghyun Park, Jeehee Yoon
A Computational Approach to Detect CNVs Using High-throughput Sequencing. BIBE (2009)
Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
RN-Cluster: Discovering Coherent Biclusters Which is Robust to Noise. BIOTECHNO (2008)