Predicting Drug Effects from High-Dimensional, Asymmetric Drug Datasets by Using Graph Neural Networks: A Comprehensive Analysis of Multitarget Drug Effect Prediction
Fuente:
arXiv
Guardado en:
| Autores principales: | Bose, Avishek, Cong, Guojing |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Completion of the DrugMatrix Toxicogenomics Database using 3-Dimensional Tensors
por: Nguyen, Tan, et al.
Publicado: (2025)
por: Nguyen, Tan, et al.
Publicado: (2025)
Graph-augmented Convolutional Networks on Drug-Drug Interactions Prediction
por: Zhong, Yi, et al.
Publicado: (2019)
por: Zhong, Yi, et al.
Publicado: (2019)
MGKAN: Predicting Asymmetric Drug-Drug Interactions via a Multimodal Graph Kolmogorov-Arnold Network
por: Fan, Kunyi, et al.
Publicado: (2026)
por: Fan, Kunyi, et al.
Publicado: (2026)
Predicting Side Effect of Drug Molecules using Recurrent Neural Networks
por: Beaudoin, Collin, et al.
Publicado: (2023)
por: Beaudoin, Collin, et al.
Publicado: (2023)
A Multi-Scale Graph Neural Process with Cross-Drug Co-Attention for Drug-Drug Interactions Prediction
por: Yan, Zimo, et al.
Publicado: (2025)
por: Yan, Zimo, et al.
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)
Graph Diffusion Network for Drug-Gene Prediction
por: Wu, Jiayang, et al.
Publicado: (2025)
por: Wu, Jiayang, et al.
Publicado: (2025)
Predicting Drug-Drug Interactions Using Heterogeneous Graph Neural Networks: HGNN-DDI
por: Liu, Hongbo, et al.
Publicado: (2025)
por: Liu, Hongbo, et al.
Publicado: (2025)
DDoS: A Graph Neural Network based Drug Synergy Prediction Algorithm
por: Schwarz, Kyriakos, et al.
Publicado: (2022)
por: Schwarz, Kyriakos, et al.
Publicado: (2022)
Hierarchical Multi-Relational Graph Representation Learning for Large-Scale Prediction of Drug-Drug Interactions
por: Jiang, Mengying, et al.
Publicado: (2024)
por: Jiang, Mengying, et al.
Publicado: (2024)
DDIPrompt: Drug-Drug Interaction Event Prediction based on Graph Prompt Learning
por: Wang, Yingying, et al.
Publicado: (2024)
por: Wang, Yingying, et al.
Publicado: (2024)
Dual-Pathway Fusion of EHRs and Knowledge Graphs for Predicting Unseen Drug-Drug Interactions
por: Lee, Franklin, et al.
Publicado: (2025)
por: Lee, Franklin, et al.
Publicado: (2025)
Towards Interpretable Drug-Drug Interaction Prediction: A Graph-Based Approach with Molecular and Network-Level Explanations
por: Chen, Mengjie, et al.
Publicado: (2025)
por: Chen, Mengjie, et al.
Publicado: (2025)
K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction
por: Abdullahi, Tassallah, et al.
Publicado: (2025)
por: Abdullahi, Tassallah, et al.
Publicado: (2025)
Integrating Single-Cell Foundation Models with Graph Neural Networks for Drug Response Prediction
por: Rossner, Till, et al.
Publicado: (2025)
por: Rossner, Till, et al.
Publicado: (2025)
Drug Repurposing Using Deep Embedded Clustering and Graph Neural Networks
por: Delzer, Luke, et al.
Publicado: (2025)
por: Delzer, Luke, et al.
Publicado: (2025)
CADGL: Context-Aware Deep Graph Learning for Predicting Drug-Drug Interactions
por: Wasi, Azmine Toushik, et al.
Publicado: (2024)
por: Wasi, Azmine Toushik, et al.
Publicado: (2024)
MolBridge: Atom-Level Joint Graph Refinement for Robust Drug-Drug Interaction Event Prediction
por: Lin, Xuan, et al.
Publicado: (2025)
por: Lin, Xuan, et al.
Publicado: (2025)
MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction
por: Arevalo, John, et al.
Publicado: (2024)
por: Arevalo, John, et al.
Publicado: (2024)
A Graph-in-Graph Learning Framework for Drug-Target Interaction Prediction
por: Song, Yuehua, et al.
Publicado: (2025)
por: Song, Yuehua, et al.
Publicado: (2025)
Site4Drug: Predicting Drug-Binding Target Sites with an AI Agent
por: Kim, Taehan, et al.
Publicado: (2026)
por: Kim, Taehan, et al.
Publicado: (2026)
Controllable Edge-Type-Specific Interpretation in Multi-Relational Graph Neural Networks for Drug Response Prediction
por: Li, Xiaodi, et al.
Publicado: (2024)
por: Li, Xiaodi, et al.
Publicado: (2024)
Fourier Asymmetric Attention on Domain Generalization for Pan-Cancer Drug Response Prediction
por: Song, Ran, et al.
Publicado: (2025)
por: Song, Ran, et al.
Publicado: (2025)
DRExplainer: Quantifiable Interpretability in Drug Response Prediction with Directed Graph Convolutional Network
por: Shi, Haoyuan, et al.
Publicado: (2024)
por: Shi, Haoyuan, et al.
Publicado: (2024)
Drug Synergy Prediction via Residual Graph Isomorphism Networks and Attention Mechanisms
por: Song, Jiyan, et al.
Publicado: (2026)
por: Song, Jiyan, et al.
Publicado: (2026)
HODDI: A Dataset of High-Order Drug-Drug Interactions for Computational Pharmacovigilance
por: Wang, Zhaoying, et al.
Publicado: (2025)
por: Wang, Zhaoying, et al.
Publicado: (2025)
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)
Addressing Model Overcomplexity in Drug-Drug Interaction Prediction With Molecular Fingerprints
por: Gil-Sorribes, Manel, et al.
Publicado: (2025)
por: Gil-Sorribes, Manel, et al.
Publicado: (2025)
Graph Neural Networks in Modern AI-aided Drug Discovery
por: Zhang, Odin, et al.
Publicado: (2025)
por: Zhang, Odin, et al.
Publicado: (2025)
Case-Based Reasoning Enhances the Predictive Power of LLMs in Drug-Drug Interaction
por: Liu, Guangyi, et al.
Publicado: (2025)
por: Liu, Guangyi, et al.
Publicado: (2025)
Dynamic Graph Neural Networks for Physiological Based Pharmacokinetic Modeling: A Novel Data Driven Approach to Drug Concentration Prediction
por: Liu, Su, et al.
Publicado: (2025)
por: Liu, Su, et al.
Publicado: (2025)
Devil in the Tail: A Multi-Modal Framework for Drug-Drug Interaction Prediction in Long Tail Distinction
por: Zheng, Liangwei Nathan, et al.
Publicado: (2024)
por: Zheng, Liangwei Nathan, et al.
Publicado: (2024)
Conformal Prediction for Uncertainty Estimation in Drug-Target Interaction Prediction
por: Rakhshaninejad, Morteza, et al.
Publicado: (2025)
por: Rakhshaninejad, Morteza, et al.
Publicado: (2025)
A Hybrid Computational Intelligence Framework with Metaheuristic Optimization for Drug-Drug Interaction Prediction
por: Shamami, Maryam Abdollahi, et al.
Publicado: (2025)
por: Shamami, Maryam Abdollahi, et al.
Publicado: (2025)
Enhanced Drug-drug Interaction Prediction Using Adaptive Knowledge Integration
por: Liu, Pengfei, et al.
Publicado: (2026)
por: Liu, Pengfei, et al.
Publicado: (2026)
AIM-DDI: A Model-Agnostic Multimodal Integration Module for Drug-Drug Interaction Prediction
por: Park, Yerin, et al.
Publicado: (2026)
por: Park, Yerin, et al.
Publicado: (2026)
DynamicDTA: Drug-Target Binding Affinity Prediction Using Dynamic Descriptors and Graph Representation
por: Luo, Dan, et al.
Publicado: (2025)
por: Luo, Dan, et al.
Publicado: (2025)
scDrugMap: Benchmarking Large Foundation Models for Drug Response Prediction
por: Wang, Qing, et al.
Publicado: (2025)
por: Wang, Qing, et al.
Publicado: (2025)
A Geometric Graph-Based Deep Learning Model for Drug-Target Affinity Prediction
por: Rana, Md Masud, et al.
Publicado: (2025)
por: Rana, Md Masud, et al.
Publicado: (2025)
DrugCLIP: Contrastive Drug-Disease Interaction For Drug Repurposing
por: Lu, Yingzhou, et al.
Publicado: (2024)
por: Lu, Yingzhou, et al.
Publicado: (2024)
Ejemplares similares
-
Completion of the DrugMatrix Toxicogenomics Database using 3-Dimensional Tensors
por: Nguyen, Tan, et al.
Publicado: (2025) -
Graph-augmented Convolutional Networks on Drug-Drug Interactions Prediction
por: Zhong, Yi, et al.
Publicado: (2019) -
MGKAN: Predicting Asymmetric Drug-Drug Interactions via a Multimodal Graph Kolmogorov-Arnold Network
por: Fan, Kunyi, et al.
Publicado: (2026) -
Predicting Side Effect of Drug Molecules using Recurrent Neural Networks
por: Beaudoin, Collin, et al.
Publicado: (2023) -
A Multi-Scale Graph Neural Process with Cross-Drug Co-Attention for Drug-Drug Interactions Prediction
por: Yan, Zimo, et al.
Publicado: (2025)