Equivariant Graph Attention Networks with Structural Motifs for Predicting Cell Line-Specific Synergistic Drug Combinations
Fuente:
arXiv
Guardado en:
| Autor principal: | Schwehr, Zachary |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Relation-Aware Equivariant Graph Networks for Epitope-Unknown Antibody Design and Specificity Optimization
por: Wu, Lirong, et al.
Publicado: (2024)
por: Wu, Lirong, et al.
Publicado: (2024)
From Detection to Mechanism: Cross-Attention Graph Neural Networks Enable Drug-Drug Interaction Type Prediction An Ablation Study with Acetylsalicylic Acid Validation
por: Dietrich, Juergen
Publicado: (2026)
por: Dietrich, Juergen
Publicado: (2026)
Research on Adverse Drug Reaction Prediction Model Combining Knowledge Graph Embedding and Deep Learning
por: Li, Yufeng, et al.
Publicado: (2024)
por: Li, Yufeng, et al.
Publicado: (2024)
MAGE: Model-Level Graph Neural Networks Explanations via Motif-based Graph Generation
por: Yu, Zhaoning, et al.
Publicado: (2024)
por: Yu, Zhaoning, et al.
Publicado: (2024)
EquiCPI: SE(3)-Equivariant Geometric Deep Learning for Structure-Aware Prediction of Compound-Protein Interactions
por: Nguyen, Ngoc-Quang
Publicado: (2025)
por: Nguyen, Ngoc-Quang
Publicado: (2025)
LLMs for Drug-Drug Interaction Prediction: A Comprehensive Comparison
por: De Vito, Gabriele, et al.
Publicado: (2025)
por: De Vito, Gabriele, et al.
Publicado: (2025)
Cross-Attention Graph Neural Networks for Inferring Gene Regulatory Networks with Skewed Degree Distribution
por: Xiong, Jiaqi, et al.
Publicado: (2024)
por: Xiong, Jiaqi, et al.
Publicado: (2024)
scDrugMap: Benchmarking Large Foundation Models for Drug Response Prediction
por: Wang, Qing, et al.
Publicado: (2025)
por: Wang, Qing, et al.
Publicado: (2025)
Benchmark on Drug Target Interaction Modeling from a Drug Structure Perspective
por: Zhang, Xinnan, et al.
Publicado: (2024)
por: Zhang, Xinnan, et al.
Publicado: (2024)
HGTDR: Advancing Drug Repurposing with Heterogeneous Graph Transformers
por: Gharizadeh, Ali, et al.
Publicado: (2024)
por: Gharizadeh, Ali, et al.
Publicado: (2024)
Injecting Hierarchical Biological Priors into Graph Neural Networks for Flow Cytometry Prediction
por: Mojarrad, Fatemeh Nassajian, et al.
Publicado: (2024)
por: Mojarrad, Fatemeh Nassajian, et al.
Publicado: (2024)
VQSynery: Robust Drug Synergy Prediction With Vector Quantization Mechanism
por: Wu, Jiawei, et al.
Publicado: (2024)
por: Wu, Jiawei, et al.
Publicado: (2024)
MRC-GAT: A Meta-Relational Copula-Based Graph Attention Network for Interpretable Multimodal Alzheimer's Disease Diagnosis
por: Khalvandi, Fatemeh, et al.
Publicado: (2026)
por: Khalvandi, Fatemeh, et al.
Publicado: (2026)
Synthetic Data from Diffusion Models Improve Drug Discovery Prediction
por: Hu, Bing, et al.
Publicado: (2024)
por: Hu, Bing, et al.
Publicado: (2024)
Structure-based Drug Design Benchmark: Do 3D Methods Really Dominate?
por: Zheng, Kangyu, et al.
Publicado: (2024)
por: Zheng, Kangyu, et al.
Publicado: (2024)
Empowering LLMs for Structure-Based Drug Design via Exploration-Augmented Latent Inference
por: Hu, Xuanning, et al.
Publicado: (2026)
por: Hu, Xuanning, et al.
Publicado: (2026)
HyboWaveNet: Hyperbolic Graph Neural Networks with Multi-Scale Wavelet Transform for Protein-Protein Interaction Prediction
por: Yu, Qingzhi, et al.
Publicado: (2025)
por: Yu, Qingzhi, et al.
Publicado: (2025)
MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction
por: Zhang, Yiqing, et al.
Publicado: (2025)
por: Zhang, Yiqing, et al.
Publicado: (2025)
Fusing Sequence Motifs and Pan-Genomic Features: Antimicrobial Resistance Prediction using an Explainable Lightweight 1D CNN-XGBoost Ensemble
por: Siddiqui, Md. Saiful Bari, et al.
Publicado: (2025)
por: Siddiqui, Md. Saiful Bari, et al.
Publicado: (2025)
Equivariant Asynchronous Diffusion: An Adaptive Denoising Schedule for Accelerated Molecular Conformation Generation
por: An, Junyi, et al.
Publicado: (2026)
por: An, Junyi, et al.
Publicado: (2026)
Scalable Non-Equivariant 3D Molecule Generation via Rotational Alignment
por: Ding, Yuhui, et al.
Publicado: (2025)
por: Ding, Yuhui, et al.
Publicado: (2025)
Evaluating the Effectiveness of Artificial Intelligence in Predicting Adverse Drug Reactions among Cancer Patients: A Systematic Review and Meta-Analysis
por: Abdeldjouad, Fatma Zahra, et al.
Publicado: (2024)
por: Abdeldjouad, Fatma Zahra, et al.
Publicado: (2024)
SCOPE-DTI: Semi-Inductive Dataset Construction and Framework Optimization for Practical Usability Enhancement in Deep Learning-Based Drug Target Interaction Prediction
por: Chen, Yigang, et al.
Publicado: (2025)
por: Chen, Yigang, et al.
Publicado: (2025)
Knowledge-enhanced Relation Graph and Task Sampling for Few-shot Molecular Property Prediction
por: Wang, Zeyu, et al.
Publicado: (2024)
por: Wang, Zeyu, et al.
Publicado: (2024)
PGCLODA: Prompt-Guided Graph Contrastive Learning for Oligopeptide-Infectious Disease Association Prediction
por: Tan, Dayu, et al.
Publicado: (2025)
por: Tan, Dayu, et al.
Publicado: (2025)
LAMP-PRo: Label-aware Attention for Multi-label Prediction of DNA- and RNA-binding Proteins using Protein Language Models
por: Ghosh, Nimisha, et al.
Publicado: (2025)
por: Ghosh, Nimisha, et al.
Publicado: (2025)
The Next Layer: Augmenting Foundation Models with Structure-Preserving and Attention-Guided Learning for Local Patches to Global Context Awareness in Computational Pathology
por: Waqas, Muhammad, et al.
Publicado: (2025)
por: Waqas, Muhammad, et al.
Publicado: (2025)
Manifold-Constrained Nucleus-Level Denoising Diffusion Model for Structure-Based Drug Design
por: Liu, Shengchao, et al.
Publicado: (2024)
por: Liu, Shengchao, et al.
Publicado: (2024)
Entropy-Reinforced Planning with Large Language Models for Drug Discovery
por: Liu, Xuefeng, et al.
Publicado: (2024)
por: Liu, Xuefeng, et al.
Publicado: (2024)
Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation
por: Li, Zhengyi, et al.
Publicado: (2024)
por: Li, Zhengyi, et al.
Publicado: (2024)
Drug Discovery SMILES-to-Pharmacokinetics Diffusion Models with Deep Molecular Understanding
por: Hu, Bing, et al.
Publicado: (2024)
por: Hu, Bing, et al.
Publicado: (2024)
Completion of the DrugMatrix Toxicogenomics Database using 3-Dimensional Tensors
por: Nguyen, Tan, et al.
Publicado: (2025)
por: Nguyen, Tan, et al.
Publicado: (2025)
NaNa and MiGu: Semantic Data Augmentation Techniques to Enhance Protein Classification in Graph Neural Networks
por: Lan, Yi-Shan, et al.
Publicado: (2024)
por: Lan, Yi-Shan, et al.
Publicado: (2024)
GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning
por: Zhang, Heming, et al.
Publicado: (2024)
por: Zhang, Heming, et al.
Publicado: (2024)
Distilling and Adapting: A Topology-Aware Framework for Zero-Shot Interaction Prediction in Multiplex Biological Networks
por: Deng, Alana, et al.
Publicado: (2026)
por: Deng, Alana, et al.
Publicado: (2026)
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials
por: Zheng, Yizhen, et al.
Publicado: (2024)
por: Zheng, Yizhen, et al.
Publicado: (2024)
The Role of Graph Topology in the Performance of Biomedical Knowledge Graph Completion Models
por: Cattaneo, Alberto, et al.
Publicado: (2024)
por: Cattaneo, Alberto, et al.
Publicado: (2024)
DeepCRE: Transforming Drug R&D via AI-Driven Cross-drug Response Evaluation
por: Wu, Yushuai, et al.
Publicado: (2024)
por: Wu, Yushuai, et al.
Publicado: (2024)
Sample-Efficient Adaptation of Drug-Response Models to Patient Tumors under Strong Biological Domain Shift
por: Cortes, Camille Jimenez, et al.
Publicado: (2026)
por: Cortes, Camille Jimenez, et al.
Publicado: (2026)
Predicting T-Cell Receptor Specificity
por: Tu, Tengyao, et al.
Publicado: (2024)
por: Tu, Tengyao, et al.
Publicado: (2024)
Ejemplares similares
-
Relation-Aware Equivariant Graph Networks for Epitope-Unknown Antibody Design and Specificity Optimization
por: Wu, Lirong, et al.
Publicado: (2024) -
From Detection to Mechanism: Cross-Attention Graph Neural Networks Enable Drug-Drug Interaction Type Prediction An Ablation Study with Acetylsalicylic Acid Validation
por: Dietrich, Juergen
Publicado: (2026) -
Research on Adverse Drug Reaction Prediction Model Combining Knowledge Graph Embedding and Deep Learning
por: Li, Yufeng, et al.
Publicado: (2024) -
MAGE: Model-Level Graph Neural Networks Explanations via Motif-based Graph Generation
por: Yu, Zhaoning, et al.
Publicado: (2024) -
EquiCPI: SE(3)-Equivariant Geometric Deep Learning for Structure-Aware Prediction of Compound-Protein Interactions
por: Nguyen, Ngoc-Quang
Publicado: (2025)