Poster ID Title Name(English) Abstract
A. Metagenomics & Algorithms for Microbiomes
A1Evaluating Metagenomics Fosmid Libraries Using Vector-Adjacent SequencesSuvin Baek
A2VertBertJunHo Jung
A3Comparative Genomic Analysis of Microbial Community Diversity in Soybeans Cultivated from Korea and Japan SoilsMarianne Yssabelle Sabdao Lunas
A4Development of the Dog Reference Gut Microbiome (DRGM) Catalog to Address Sample and Diversity Bias in Dog Microbiome ResearchKim Yerin
A5Optimizing Extraction Kits and Sequencing Techniques for Efficient Analysis of Cow Fecal Microbiome DiversityAmanzhanova Amina
A6Alteration of the gut microbiome driven by colon surgerySehun Ahn
A7MRGM: A Comprehensive Catalog of Mouse Gut Microbial Genomes Expanding Taxonomic Diversity and Functional InsightNayeon Kim
A8Metabuli App: A High-Performance, Accessible Platform for Metagenomic Taxonomic ProfilingSunJae Lee
A9Comparative genomics applied to understand taxonomic relationship among Neisseria speciesHyunJun Lee
A10The catalog of near-complete genomes improves taxonomic and functional understanding of the human gut microbiomeJunyeong Ma
A11Dysbiosis of the adolescent gut microbiota: implications for immune modulation in inflammatory bowel disorders and obesityMinjae Joo
A12A comprehensive genome catalog of the human oral microbiome expands our understanding of its phylogenetic diversity and clinical implicationsJun Hyung Cha
A13A Snakemake-based bacterial whole genome comparison pipeline for multi-group clinical isolatesHoeyoung Kim
A14Comprehensive benchmarking study of metagenomic binning tools across diverse datasetsJungyeon Kim
A15HUMIPRO: A database of metagenomic profiles from over 30,000 gut, oral, and vaginal samples for the study of human microbiomeGeon Koh
A16Metformin-induced alterations in gut microbiome compositions and antibiotic resistance genesHanBin Kim
A17Unique signatures of gut microbiome in non-alcoholic fatty liver diseaseWonjong Kim
A18Human reference gut viromeHanjune Kim
A19Differences In Gastric Neoplasms Induced By Helicobacter and Non-Helicobacter MicrobiomesYoungjin Shin
B. Multimodality modeling
B1PathCLAST: a Pathway-augmented Contrastive Learning with Attention mechanism for Enhanced Spatial Domain Identification in Spatial Transcriptomics DataMinho Noh
C. Single Cell Sequencing
C1Single-nucleus and spatial transcriptomic analysis identified molecular features of neuronal heterogeneity and distinct glial responses in Parkinson’s disease.Hwisoo Choi
C2Identification of Mechanisms Underlying Sex Determination and Differentiation Using Single-cell Multiome AnalysisKim Jisoo
C3Primate-specific microRNA evolved from non-canonical target recognition expands cortical interneuron reportoireJung Lee
C4Predictive response and resistance factors of Duruvalumab and Tremelimumab neoadjuvant combination immunotherapy in head and neck cancerJunha Cha
C5CellCraft: a web-based platform for single cell analysis for reconstructing gene regulatory networkDongmin Shin
C6FastTENET: an accelerated TENET algorithm based on manycore computing in PythonRakbin Sung
C7Exploring controllability in Developmental TENET gene regulatory networks across species.Jiyeon Park
C8Single-cell RNA sequencing reveals the heterogeneity of adipose tissue-derived mesenchymal stem cells under chondrogenic inductionCHUN JEEWAN
C9Dexamethasone-Induced Muscle Atrophy: A Comparative Single-cell Transcriptomic AnalysisBum Suk Kim
C10Exploring Neuronal and Astrocytic Dysregulation in Phelan-McDermid Syndrome Using Single-Cell TranscriptomicsKim chae youn
C11Deciphering Head and Neck Cancer Microenvironment: Single-cell and Spatial Transcriptomics Reveals Human Papillomavirus-Associated DifferencesHansong Lee
C12Dysfunction of secretory IgA contributes to poor outcomes in Fusobacterium-infected colorectal cancer.IlSeok Choi
C13Enhancing Disease Prediction by augmenting the Human Interactome with Cell-Type-Specific Co-Expression Networks from Single-Cell Atlas DataEuijeong Sung
C14Chromatin accessibility analysis and architectural profiling of human kidneys reveal key cell types and a regulator of diabetic kidney diseaseDonggun Kim
C15A single-cell lncRNA atlas unveils cell type- and age-specific expression of lncRNAs across kidney cell typesGyeong Dae Kim
C16Bayesian Inference of Cell-Dependent RNA Velocity Using Variational Mixtures from Multi-Omic DataAri Hong
C17Single-Cell RNA Sequencing Reveals Transcriptomic Heterogeneity of Lymphocytes in Ulcerative ColitisKyung Min Lim
C18Identifying Key Transcription Factors in Chondrocyte Dedifferentiation by single-cell multiomic analysesSang Hyun Lee
C19Differential beta-coronavirus infection dynamics in human bronchial epithelial organoidsSuhee Hwang
C20Investigation of disease-associated spatial molecular signatures in the neurodegenerative human brain at single-cell resolutionSeyoung Jin
C21Enhancing cell type classification in scRNA-seq data using Transformer based model and singular value decompositionSanghun Sel
C22Exploring the genetic landscape of immune evasion in colorectal cancer using single cell transcriptomeChanho Park
C23Single-cell multi-omics analysis reveals factors in tumor microenvironment underlying poor immunotherapy responses in ALK-positive lung cancerSeungbyn Baek
C24Exploring the cellular and temporal specificity of neurological disorder genes in human brain developmentSeoyeon Kim
C25Defining Novel Ecotypes in Lymphoepithelioma-like Carcinoma of the Bladder through Spatial TranscriptomicsHyung suk Kim
C26Elucidate the Immune Mechanisms in Endometriosis through Analysis of Retrograde Menstrual BloodHyung suk Kim
C27Identification of CAF-Derived Ligands inducing Tumor Progression in Colorectal CancerJe Bin Lee
C28Brain Organoid Cell Type Prediction by Brain Single-cell Atlas Trained Annotation ModelsJihae Lee
C29Brain single-cell transcriptomic atlas reveals neurodiversity and disease-specific glial cell types across regions and developmental stagesKoh In Gyeong
D. Protein / RNA Analysis, Structure, and Dynamics
D1Deadenylation kinetics of mixed poly(A) tails at single-nucleotide resolutionjuhyeon Kim
D2Packaging signal of SARS-CoV-2Jongmin Lim
D3High Accuracy Antibody-Antigen Complex Structure Prediction with Epitope InformationKunhee Kim
D4Generating MSA for Protein Structure Prediction via Structure Search and Sequence DesignSoohyun Jo
D5Analysis of interactions between cytosol-penetrating antibody and cell membranes through MD simulationHaelyn Kim
D6Alignment-free Nucleic Acid Binding Site Prediction using Equivariant Graph Neural Network and ESM EmbbedingsJoohyun Cho
D7Comprehensive discovery of RNA modification sites in the human transcriptomeHyeonseo Hwang
D8Towards novel therapeutics against SARS-CoV-2HEE RYUNG CHANG
D9Pseudo-temporal analysis of ribonucleoprotein complex assembly using proximity labeling and nanopore sequencingKu Jayoung
D10Rapid and Sensitive Protein Complex Alignment with Foldseek-MultimerWoosub Kim
Public Health & Population Health Informatic
D11AlphaSS : Improving Protein Structure Prediction with Disulfide Bond InformationSehoon Park
E. Imaging Informatics
E1LadybirdMNIST: ladybird pattern dataset construction via PDE-based pattern generation and pattern classificationSeongmi Woo
F. Large language model (LLM) for healthcare applications
F1MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language ModelSumin Ha
F2Assessing GPT4’s capabilities for the synthetic EMR generation and diagnosis of rare diseasesYoonbee Kim
G. Pharmacogenomics
G1Investigating the shared and distinct mode of action of NSAIDs related to gastrointestinal side effectsSeoyoon Huh, Sungbeen Lee, Jaeseung Song, and Wonhee Jang
G2GCNPath: Decoding Anticancer Drug Sensitivities with Pathway-based Graph Neural NetworksHyeon Jun Yoon, and Minho Lee
G3Synergistic Effect of Bojungikgi-tang with Immune Checkpoint Inhibitors: Transcriptomic Analysis of Patient Blood Samplessang yun kim
H. Phylogenetics
H1Comparative genomics of Wolffia species: Investigating genome size evolution and the functional implicationsYejin Lee
I. Public Health & Population Health Informatic
I1A Visualization Tool for Brain Imaging Data from Multicenter Cohort StudiesYun Inze, Myeongji Cho, Hye Ryeong Nam, Chang Hee Chu, Sang Cheol Kim
J. Computational Phenotyping
J1Interpretable Predictions of Genetic Perturbation Transcriptional Outcomes with Multi-View Graph LearningYooeun Kim
K. Genomic Variation & Disease
K1Near-optimal variant calling by pseudo-database constructionHyeonjung Lee
K2Stacking model as a method for genomic predictionSunhee Kim, Dongju Lee, Chang-Young Lee
K3Differential impact of lifestyle habits on gout incidence based on genetic risk levelsHyunjung Kim
K4Genetic causal relationships between menarche, menopause age, and breast, ovarian, and endometrial cancers in East Asian women.Hyunsong Koh
K5Leveraging genetic effects in Grave's disease via cell type-specific network diffusionJaeseung Song
K6Rapid precision diagnosis of repeat expansion disorders by Cas9-enrichment and long-read sequencingYoojung Han
K7GVRP: Genome Variant Refinement Pipeline for Variant Analysis in Non-Human Primates Using Machine LearningKibeom Kim
K8SVDP: Somatic Variation Detecting Pipeline Using PCA and Machine LearningMinSu Kim
L. Haplotypes & Population Genomics
L1PAPipe: A Pipeline for Comprehensive Population Genetic AnalysisPark Nayoung
L2Mapping GWAS variants to endothelial differentiation gene regulatory program uncovers the significance of endothelial cells in complex human diseasesGyeongsik Park
M. Sequence Analysis
M1High-Fidelity Synthetic DNA Generation via GANs : Enhancing Genetic Regulation and Therapeutic PotentialMyeongryun Lee
M2Prediction of DNA marker candidates for species identification using k-mer based Machine learning modelChi-Hwan Kim
M3Dsembler – DNA Assembly Designer: A Design tool for Facilitating Gene AssemblyGyeongmin Park
M4Enhancing Data Integrity in Genome-wide Pooled Screens: The Role of oveQC in Quality ControlJihyeob Mun
M5Unraveling the Impact of Long Terminal Repeats(LTRs) on clonal variation 
in iPSC Differentiation EfficiencyJEONG SEUNGHEE
M6Abasic CRISPR RNAs inherently harness fidelity of SpCas9 for genome editingGeun-Woo D. Kim
M7Comparative Analysis of Cuscuta Chloroplast Genomes for Developing Reliable Genetic Markers for Species ClassificationKANG YANG JAE
M8Nanopore Direct Sequencing of RNA-DNA Hybrid MoleculesSojeong Lee
M9Genome decoding of Pistia stratiotes (Water lettuce) and comparative genomics analysis to uncover water purification mechanismsPark Halim
M10Evaluating Plasma Cell-Free mRNA as a Biomarker for Early Detection of Aggressive Solid TumorsJimin Seo
M11MRPrimerW3: an Expanded Tool for Rapid Design of Gene-Specific and Species-Specific Primers for PCRJi-an Oh
N. Biological Networks & Integrative Analysis
N1PONYTA: Prioritization of phenotype-related genes from mouse KO events using PU learning on a biological networkJun Hyeong Kim
N2Integrated Machine Learning and Bioinformatics Analysis Reveal Hub Genes in Innate and Adaptive Immunity Linked to Autism Spectrum Disorder and Non-Typical Neurodevelopment from Prenatal Gene Expression ChangesPayam H. Kasani
N3MoBC-Net: R-Package for Distance between Modules-of-Interest and Module-Betweenness Centrality of Key Bridge NodesBaek yoomi
O. Computational Drug Discovery (1)
O1Drug Discovery with Multi-Task Learning PlatformJisun Jung
O2Discovery of Potential GSK-3β Inhibitors: a combination of Pharmacophore Modeling, Molecular Docking, and Molecular Dynamics SimulationJuyoung Cho
O3Deep Learning Strategy for Predicting Interaction between Protein and LigandSanghwa Yoon
O4From the creation of new compounds using AI to the discovery of new drug candidate : Graph DF, Graph DTACHOI, JINKWANG
O5Ginsenoside Rc prevents muscle atrophy by targeting TGF-β signaling and nucleolin expression under oxidative stressSeokwon Kim
O6Investigating potential drugs against the acquired resistance to EGFR Inhibitors based on Single-Cell AnalysisHeerim Yeo
O7Predicting Drug-likeness through knowledge alignment and EM-like one-class boundary optimizationDongmin Bang
O8Multimodal molecular representation learning enhanced by chemical knowledge-based fragmentation for toxicity predictionSumin Ha
O9Data Imputation for Connectivity Mapping Using Multivariate Normal Distribution Based Drug CorrelationJiwon Jang
P. Omics Data Integration & Analysis
P1CAPSMaker: A streamlined SNP-based high-throughput marker design system for realizing digital breeding in soybeanJoo-Seok Park
P2Suppression of astrocytic immune responses by Nr3c1-mediated epigenetic regulationSeongwan Park
P3Development of a deep learning model for deconvolution of bulk in situ Hi-C by referencing pseudo-bulk single-cell epigenome profilesKyukwang Kim
P4A Modification-Aware Framework for Fast Open Modification Spectral Library SearchYounghee Seo
P5Systematic evaluation of dimensionality reduction methods for capturing diverse drug responses in drug-induced transcriptomeYuseong Kwon
P6A web-based system for comparative multi-omic analysesWY SUYEON
P7Integrative analysis of SARS-CoV-2 variants and clinical features for predicting disease progression using neural networksHa Soojung
P8Differential Analysis of mRNA COVID-19 Vaccines in Muocarditis Patients through scRNA-seq and scATAC-seq Dataseul-gi Kim
P9scDeepLUCIA: a deep-learning model to elucidate cell-type specific 3D gene regulation from low-resolution single-cell 3D genome informationDongchan Yang
P10Characterization of m6A modification patterns and their prognostic implications across various cancer typesYebin Ryu
P11Aberrant speckle-genome interaction facilitates oncogenic chromosomal translocationsJaegeon Joo
P12Inflammatory transcriptomic signatures and cell type compositions in inflamed and non-inflamed colonic mucosa of ulcerative colitisJAHANZEB SAQIB
P13NanoMnT: A STR analysis tool for Oxford Nanopore sequencing data driven by comprehensive analysis of error profile in STR regionsGyumin Park
P14Embedding Space Alignment of DNA and RNA Space for COVID-19 Severity Prediction Using Deep LearningInyoung Sung
Q. ML and AI in Medicine and Healthcare
Q1Development of AI model for classifying immune phenotypes in lung cancer based on a novel approach utilizing whole transcriptomicsKi Wook Lee
Q2AIVariant1: a deep learning-based somatic variant detector for highly contaminated tumor samplesJunhak Ahn
Q3DR.DEGMON: Self-explainable deep neural network for drug-induced cell viability prediction incorporating differentially expressed genes and Gene Ontologywootaek Lim
Q4Advancing MHC-Peptide Binding Prediction with Two-Dimensional Interaction Maps and Vision TransformerLee Jiho
Q5ATOMIC : A graph attention neural network for ATOpy dermatitis prediction on human gut MICrobiomeHyunsu Bong
Q6Enhancing Molecular Property Prediction through Two-Stage Pre-training, Multi-Modal Fusion, and Scaffold EnsembleMinyoung Kim
Q7TransGOM: Transformer for Phenotype-based Molecular Generation using Gene Set Enrichment ScoresJitae Kim
Q8Codon optimization using Transformer and contrastive learning to enhance protein expressionJeongmu Kim
Q9Deep Transformer Model for Detecting driver signal in structural variationSeo eun young
Q10A bootstrap aggregating machine learning model for balanced prediction of androgen receptor agonistic toxicity with uncertainty quantificationJidon Jang, Byung Ho Lee, Jeong Hyun Lee, Woo Dae Jang, Seung Hyeong Lee, Ho Won Seo, Mi Young Lee, Ye Sol Han, Su Ah Kim, Su Jin Park, Yumi Noh, Kwang-Seok Oh
Q11Prediction of B cell immunodominance for vaccine design using statistical feature discovery and protein language modelSungjin Choi
Q12Leveraging machine learning on RNA-seq data for early discrimination of Alzheimer’s Disease from cognitively unimpaired individualsHyun Woo Park
Q13Key biomarkers for predicting symptomatic SARS-CoV2 infectionPark Hyowon
Q14ConFuseIT: Contrastive Learning-based Pretraining Model for Integrating Image and Transcriptomics for Multi-Task Prediction in Breast CancerSuwan Yu
Q15pHLAHub: A Web-Based Consensus Prediction Tool for Peptide-HLA Binding and Epitope AnalysisDongje Moon
Q16Context-Aware Hierarchical Fusion for Drug Relational LearningYijingxiu Lu
Q17Analysis of the influence of genetic and lifestyle factors on gout using machine learningDo-Hyeon Kwak
Q18Improving Protein Embeddings through Sequence-Structure Contrastive LearningMin Su Yoon
Q19Predicting Time-Concentration Profiles from Molecular Structures Using Artificial Intelligence Integrated with PBPK ModelingJeongyeon Lee
Q20Optimization of Preprocessing Strategy for Developing a Machine Learning-based Disease Diagnosis Model Using TranscriptomicsHye Jung Min
R. Cancer Genomics
R1A Subset of Microsatellite Unstable Cancer Genomes Prone to Short Insertions over Deletions Is Associated with Elevated Anticancer ImmunitySunmin Kim
R2Evolutionary dependency of cancer mutations in gene pairs inferred by nonsynonymous-synonymous mutation ratiosSunmin Kim
R3Identification of single-cell and spatial markers associated with clinically relevant pathways in high-grade serous ovarian cancerDae Won Sim
R4Identification of transcriptomic and epigenomic markers associated with FDG PET/CT in hepatocellular carcinomaHo-Jun Sung
R5Genomic classification of intrapulmonary metastasis and multiple primary lung cancerJeongsoo Won
R6Comparison analysis Between TSO500 Panel Sequencing and Whole Exome Sequencing in Patients with High-Grade Serous Carcinoma.Ju-Won Kim
R7CluVar: Clustering of variants using Autoencoder for inferring the phylogeny of cancer subclones in single cell RNA sequencing dataChae won Kim
R8Characterization of structural variants and germline mutations in early-onset breast cancer leveraging whole genome dataSe Jung Lee
R9Characterization of the Genomic Alterations in Poorly Differentiated Thyroid CancerYeeun Lee
R10Discovering novel bispecific antibody targets for limited stage small cell lung cancer using machine learning at the single-cell RNA sequencing levelGyo-Jin Choi
S. Computational Drug Discovery (2)s
S1Cross-Attention Mechanisms for Drug Repositioning via Multi-modal FrameworksJae-woo Chu
S2Transformer-Based Prediction of Drug Anatomical Therapeutic Chemical Code via Drug-Drug InteractionsGwang-Hyeon Yun
S3Scoring method of POM compound activity prediction for Mycobacterium tuberculosisJihyeon Yun
S4De novo nanobody binder design using generative AI modelsHakyung Lee
S5Development of a drug candidate discovery pipeline for Alzheimer's disease based on drug-transcriptomesKwon Minkyeong
S6Predicting Morphological Profiles Associated with DNA Damage or Oxidative Stress Using Artificial Intelligence ModelsChaeyoung Seo
S7Mixture-of-Experts Approach for Enhanced Drug-Target Interaction Prediction and Confidence AssessmentYijingxiu Lu
S8A Multimodal Approach for Predicting Drug Metabolism Using CYP2D6 Sequences and Drug StructuresYeabean Na
S9Development of Regression and Classification Models for Predicting CYP450 Enzyme Inhibition and Substrate RecognitionKO GEON
S10Development of multi-task learning classification model for predicting CYP450 enzyme inhibitionDong Ryeol Shin
S11Machine Learning and Graph Neural Network-Based Prediction of Intestinal Permeability and Efflux Ratio: A Study on Caco-2 and MDCK ModelsKOO NAYEONG
S12In Silico Discovery of Novel Compounds for FAK Activation Using Virtual Screening, AI-Based Prediction, and Molecular DynamicsDeokhyeon Yoon
S13AI-Based Text Mining Platform for Information Collection and Analysis in Drug DiscoveryJooHyun Kim
T. Systems Biology
T1Reinforcement Learning-based Translational Fusion Partner EngineeringSeongbo Heo
T2Predicting response to immune checkpoint blockade in patients with gynecological cancerKim donghyeon
T3Comparative network-based analysis of toll-like receptor agonist, L-pampo™ signaling pathways in immune and cancer cellsAhyoung Choi
T4Identification of plausible target as an inter-organ target to mitigate cachexia while enhancing tumor suppression by anti-PD-L1Kyuwon Son
T5Transcriptomic Analysis of Frequently Prescribed Herbal MedicinesHeeseon Jo
T6Identifying Potential Therapeutic Targets for Heart Failure through Systematic Transcriptome AnalysisMin-Ju Kim
U. Data Integration, Harmonization, and Ontology
U1RiceDBreeder: Integration and utilization of gwas and Korean rice phenotype, pedigree and resequencing dataDongU Woo
U2Deep Learning-Based Prediction of Human Gene-Pathway Interactions using Gene and Pathway Literature informationGyujin Son
V. etc
V1In silico variant aware potential off-target site identification for genome editing applicationsMekonnen Abyot Melkamu
V2Chromosome rearrangement and genome complexity in Hibiscus syriacusHyunjin Koo
V3Efficient Cloud-Based Deployment of BioData Analysis Tools in K-BDSChan-Seok Jeong
V4Comparative Evaluation of Deconvolution Methods for Bulk RNA-Sequencing in Blood SamplesNa Young Kwon
V5Condition Aware Relational Learning for Chemical Reaction Yields PredictionYijingxiu Lu
V6Causal variant effect prediction on cooked rice texture through integrative GWAS modellingDasol Kim
V7Biofoundry based Automated Mutant Cloning WorkflowsJihyeon You
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