Patents
2024.05
선도물질 식별 방법 및 장치
[출원]10-2024-0065888
Clinical
2024.04
Multi-layered Knowledge Graph Neural Network Reveals Pathway-level Agreement of Three Breast Cancer Multi-gene Assays
Computational and Structural Biotechnology Journal
Transfer Learning of Condition-Specific Perturbation in Gene Interactions Improves Drug Response Prediction
ISMB 2024
Drug Discovery
2024.03
Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments
CVPR 2024
DiSCO: Diffusion Schrödinger Bridge for Molecular Conformer Optimization
AAAI 2024
Pre-clinical
2024.01
Dual Representation Learning for Predicting Drug-side Effect Frequency using Protein Target Information
IEEE Journal of Biomedical and Health Informatics
2023.11
약물 유발 간 독성 측정 장치 및 방법
[등록] 제 10-2686914호 [출원번호] 10-2023-0164693
약물 재창출 방법 및 장치
[출원] 10-2023-0164692
2023.09
GOAT: Gene-level biomarker discovery from multi-Omics data using graph ATtention neural network for eosinophilic asthma subtype
Bioinformatics
약물 조합 예측 장치 및 방법
[출원] 10-2023-0117536
2023.08
A model-agnostic framework to enhance knowledge graph-based drug combination prediction with drug–drug interaction data and supervised contrastive learning
Briefings in Bioinformatics
화학적 유사성 네트워크 전파를 활용한 후보 물질 식별 장치 및 탐색 방법
[출원] 10-2023-0108279
AIVariant: a deep learning-based somatic variant detector for highly contaminated tumor samples
Experimental & Molecular Medicine
Exploring chemical space for lead identification by propagating on chemical similarity network
2023.07
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics
2023.06
Biomedical knowledge graph learning for drug repurposing by extending guilt-by-association to multiple layers
Nature Communications
2023.03
Improved drug response prediction by drug target data integration via network-based profiling
2023.01
Supervised chemical graph mining improves drug-induced liver injury prediction
iScience
2022.11
DRPreter: Interpretable Anticancer Drug Response Prediction Using Knowledge-Guided Graph Neural Networks and Transformer
International Journal of Molecular Sciences
Learning the histone codes with large genomic windows and three-dimensional chromatin interactions using transformer
