2003 Bachelor of Science in Biochemistry (B.S.), University of Madras
2006 Master of Science in Bioinformatics (M.S.), University of Madras
2011 Doctorate in Computational Biology (Ph.D.), Ajou University
Experience
November 2011 ~ February 2017: Research fellow, Korea Institute for Advanced Study
March 2017 ~ February 2022: Research Assistant Professor, Ajou University School of Medicine
Feb 21, 2022 ~ Present: Assistant Professor, Dept of Integrative Biotechnology, Sungkyunkwan University
Journal Articles
(2024)
H2Opred: a robust and efficient hybrid deep learning model for predicting 2’-O-methylation sites in human RNA.
BRIEFINGS IN BIOINFORMATICS.
1,
25
(2024)
Unveiling local and global conformational changes and allosteric communications in SOD1 systems using molecular dynamics simulation and network analyses.
COMPUTERS IN BIOLOGY AND MEDICINE.
168,
107688
(2023)
Stack-DHUpred: Advancing the accuracy of dihydrouridine modification sites detection via stacking approach.
COMPUTERS IN BIOLOGY AND MEDICINE.
1,
15
(2023)
Advancing the accuracy of SARS-CoV-2 phosphorylation site detection via meta-learning approach.
BRIEFINGS IN BIOINFORMATICS.
25,
1
(2023)
RDR100: A Robust Computational Method for Identification of Krüppellike Factors.
CURRENT BIOINFORMATICS.
1,
25
(2023)
ADP-Fuse: A novel two-layer machine learning predictor to identify antidiabetic peptides and diabetes types using multiview information.
COMPUTERS IN BIOLOGY AND MEDICINE.
165,
107386
(2023)
Protection of c-Fos from autophagic degradation by PRMT1-mediated methylation fosters gastric tumorigenesis.
INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES.
19,
12
(2023)
Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition.
EXPERT SYSTEMS WITH APPLICATIONS.
230,
(2023)
Identification of SH2 domain-containing proteins and motifs prediction by a deep learning method.
COMPUTERS IN BIOLOGY AND MEDICINE.
162,
(2023)
Ensemble feature selection using Bonferroni, OWA and Induced OWA aggregation operators.
APPLIED SOFT COMPUTING.
143,
(2023)
VirPipe: an easy and robust pipeline for detecting customized viral genomes obtained by Nanopore sequencing.
BIOINFORMATICS.
1,
3
(2023)
DrugormerDTI: Drug Graphormer for drug-target interaction prediction.
COMPUTERS IN BIOLOGY AND MEDICINE.
161,
1
(2023)
A comprehensive revisit of the machine-learning tools developed for the identification of enhancers in the human genome.
PROTEOMICS.
23,
13-14
(2023)
Pretoria: An effective computational approach for accurate and high-throughput identification of CD8+t-cell epitopes of eukaryotic pathogens.
INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES.
238,
(2023)
How well does a data-driven prediction method distinguish dihydrouridine from tRNA and mRNA?.
MOLECULAR THERAPY-NUCLEIC ACIDS.
31,
(2023)
PSRQSP: An effective approach for the interpretable prediction of quorum sensing peptide using propensity score representation learning.
COMPUTERS IN BIOLOGY AND MEDICINE.
158,
(2023)
MonkeyNet: A robust deep convolutional neural network for monkeypox disease detection and classification.
NEURAL NETWORKS.
161,
(2023)
Computational prediction of protein folding rate using structural parameters and network centrality measures.
COMPUTERS IN BIOLOGY AND MEDICINE.
155,
(2023)
PRR-HyPred: A two-layer hybrid framework to predict pattern recognition receptors and their families by employing sequence encoded optimal features.
INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES.
234,
(2023)
An Effective Integrated Machine Learning Framework for Identifying Severity of Tomato Yellow Leaf Curl Virus and Their Experimental Validation.
RESEARCH.
6,
