2024 | | mHPpred: Accurate identification of peptide hormones using multi-view feature learning | Basith, Shaherin, 이광 |
2024 | | SEP-AlgPro: An efficient allergen prediction tool utilizing traditional machine learning and deep learning techniques with protein language model features | Basith, Shaherin, 이광 |
2024 | | Unveiling local and global conformational changes and allosteric communications in SOD1 systems using molecular dynamics simulation and network analyses | Basith, Shaherin, 이광 |
2024 | | Reduced lysosomal activity and increased amyloid beta accumulation in silica-coated magnetic nanoparticles-treated microglia | 이광 |
2023 | | Chiral LC–MS/MS method for the discrimination of triiodothyronine enantiomers on a crown ether-based chiral stationary phase | 이광 |
2023 | | ADP-Fuse: A novel two-layer machine learning predictor to identify antidiabetic peptides and diabetes types using multiview information | Basith, Shaherin, 이광 |
2023 | | Mechanobiological Analysis of Nanoparticle Toxicity | 이광 |
2023 | | Human Bone Marrow-Derived Mesenchymal Stem Cell Applications in Neurodegenerative Disease Treatment and Integrated Omics Analysis for Successful Stem Cell Therapy | 이광, 이수환 |
2023 | | Computational prediction of protein folding rate using structural parameters and network centrality measures | 이광 |
2023 | | Simultaneous quantification of thyroid hormones using an ultrasensitive single-molecule fourplex nanoimmunosensor in an evanescent field | 이광 |
2022 | | THRONE: A New Approach for Accurate Prediction of Human RNA N7-Methylguanosine Sites | Basith, Shaherin, 이광 |
2022 | | Amyotrophic lateral sclerosis disease-related mutations disrupt the dimerization of superoxide dismutase 1 - A comparative molecular dynamics simulation study | Basith, Shaherin, 이광 |
2022 | | Recent Trends on the Development of Machine Learning Approaches for the Prediction of Lysine Acetylation Sites | Basith, Shaherin, 이광, 장혜진 |
2022 | | Mitochondrial protease ClpP supplementation ameliorates diet-induced NASH in mice | 강엽, 김혜진, 이관우, 이광, 최성이, 한승진 |
2022 | | Diesel-derived PM2.5 induces impairment of cardiac movement followed by mitochondria dysfunction in cardiomyocytes | 박찬배, 이광 |
2022 | | The Impact of Fine Particulate Matter 2.5 on the Cardiovascular System: A Review of the Invisible Killer | Basith, Shaherin, 박찬배, 신태환, 이광 |
2022 | | Development of Anticancer Peptides Using Artificial Intelligence and Combinational Therapy for Cancer Therapeutics | 신태환, 이광 |
2022 | | Cerebrospinal Fluid Metabolome in Parkinson’s Disease and Multiple System Atrophy | 신태환, 이광 |
2022 | | Reduction in the Migration Activity of Microglia Treated with Silica-Coated Magnetic Nanoparticles and their Recovery Using Citrate | Basith, Shaherin, 신태환, 이광, 최성이 |
2022 | | LDHB Deficiency Promotes Mitochondrial Dysfunction Mediated Oxidative Stress and Neurodegeneration in Adult Mouse Brain | 박찬배, 이광 |
2022 | | Comparative analysis of machine learning-based approaches for identifying therapeutic peptides targeting SARS-CoV-2 | Balachandran, Manavalan, Basith, Shaherin, 이광 |
2022 | | STALLION: A stacking-based ensemble learning framework for prokaryotic lysine acetylation site prediction | Balachandran, Manavalan, Basith, Shaherin, 이광 |
2021 | | Mapping the intramolecular communications among different glutamate dehydrogenase states using molecular dynamics | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광 |
2021 | | Silica-coated magnetic nanoparticles activate microglia and induce neurotoxic d-serine secretion | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광 |
2021 | | Silica-coated magnetic-nanoparticle-induced cytotoxicity is reduced in microglia by glutathione and citrate identified using integrated omics | Balachandran, Manavalan, Basith, Shaherin, 강엽, 김아영, 백은주, 신태환, 이광 |
2021 | | Decrease in membrane fluidity and traction force induced by silica-coated magnetic nanoparticles | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광, 이다연 |
2021 | | Quantifying intracellular trafficking of silica-coated magnetic nanoparticles in live single cells by site-specific direct stochastic optical reconstruction microscopy | 신태환, 이광 |
2021 | | Integrative machine learning framework for the identification of cell-specific enhancers from the human genome | Balachandran, Manavalan, Basith, Shaherin, 이광 |
2021 | | Computational prediction of species-specific yeast DNA replication origin via iterative feature representation | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광 |
2021 | | Meta-i6mA: An interspecies predictor for identifying DNA N6-methyladenine sites of plant genomes by exploiting informative features in an integrative machine-learning framework | Balachandran, Manavalan, Basith, Shaherin, 이광 |
2021 | | Analysis of nanotoxicity with integrated omics and mechanobiology | Basith, Shaherin, 모정순, 신태환, 이광 |
2021 | | Strategies to Improve the Quality and Freshness of Human Bone Marrow-Derived Mesenchymal Stem Cells for Neurological Diseases | Basith, Shaherin, 신태환, 안정환, 이광, 이성은 |
2020 | | Effect of silica-coated magnetic nanoparticles on rigidity sensing of human embryonic kidney cells | 신태환, 이광 |
2020 | | Metabolome Changes in Cerebral Ischemia | Balachandran, Manavalan, Basith, Shaherin, 신태환, 안정환, 이광 |
2020 | | Evolution of Machine Learning Algorithms in the Prediction and Design of Anticancer Peptides | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광, 이다연 |
2020 | | HLPpred-Fuse: improved and robust prediction of hemolytic peptide and its activity by fusing multiple feature representation | Balachandran, Manavalan, Basith, Shaherin, 이광 |
2020 | | Empirical Comparison and Analysis of Web-Based DNA N (4)-Methylcytosine Site Prediction Tools | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광 |
2020 | | Machine intelligence in peptide therapeutics: A next-generation tool for rapid disease screening | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광 |
2019 | | Chemoresistance in the Human Triple-Negative Breast Cancer Cell Line MDA-MB-231 Induced by Doxorubicin Gradient Is Associated with Epigenetic Alterations in Histone Deacetylase | 신태환, 이광 |
2019 | | Silica-Coated Magnetic Nanoparticles Decrease Human Bone Marrow-Derived Mesenchymal Stem Cell Migratory Activity by Reducing Membrane Fluidity and Impairing Focal Adhesion | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광 |
2019 | | 4mCpred-EL: An Ensemble Learning Framework for Identification of DNA N(4)-methylcytosine Sites in the Mouse Genome | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광 |
2019 | | Enhanced anti-tumor immunotherapy by silica-coated magnetic nanoparticles conjugated with ovalbumin | 이광 |
2019 | | Characterization of Ripening Bananas by Monitoring the Amino Acid Composition by Gas Chromatography–Mass Spectrometry With Selected Ion Monitoring and Star Pattern Analysis | 이광 |
2019 | | SDM6A: A Web-Based Integrative Machine-Learning Framework for Predicting 6mA Sites in the Rice Genome | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광 |
2019 | | AtbPpred: A Robust Sequence-Based Prediction of Anti-Tubercular Peptides Using Extremely Randomized Trees | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광 |
2019 | | Meta-4mCpred: A Sequence-Based Meta-Predictor for Accurate DNA 4mC Site Prediction Using Effective Feature Representation | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광 |
2019 | | mACPpred: A Support Vector Machine-Based Meta-Predictor for Identification of Anticancer Peptides | Balachandran, Manavalan, 이광 |
2019 | | A Molecular Dynamics Approach to Explore the Intramolecular Signal Transduction of PPAR-alpha | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광 |
2019 | | Metabolomic approaches to polyamines including acetylated derivatives in lung tissue of mice with asthma | 신태환, 이광 |
2019 | | Silica-coated magnetic nanoparticles induce glucose metabolic dysfunction in vitro via the generation of reactive oxygen species | Balachandran, Manavalan, Basith, Shaherin, 박찬배, 신태환, 이광 |