AIM-DDI: A Model-Agnostic Multimodal Integration Module for Drug-Drug Interaction Prediction
Fuente:
arXiv
Guardado en:
| Autores principales: | Park, Yerin, Lee, Sangseon |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
ImageDDI: Image-enhanced Molecular Motif Sequence Representation for Drug-Drug Interaction Prediction
por: He, Yuqin, et al.
Publicado: (2025)
por: He, Yuqin, et al.
Publicado: (2025)
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language
por: Sun, Zhaoyue, et al.
Publicado: (2024)
por: Sun, Zhaoyue, et al.
Publicado: (2024)
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)
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)
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)
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)
Improving out-of-distribution generalization in graphs via hierarchical semantic environments
por: Piao, Yinhua, et al.
Publicado: (2024)
por: Piao, Yinhua, et al.
Publicado: (2024)
SubDyve: Subgraph-Driven Dynamic Propagation for Virtual Screening Enhancement Controlling False Positive
por: Yi, Jungseob, et al.
Publicado: (2025)
por: Yi, Jungseob, 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)
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)
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)
Controllable 3D Molecular Generation for Structure-Based Drug Design Through Bayesian Flow Networks and Gradient Integration
por: Choi, Seungyeon, et al.
Publicado: (2025)
por: Choi, Seungyeon, et al.
Publicado: (2025)
Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
por: Du, Haotong, et al.
Publicado: (2024)
por: Du, Haotong, et al.
Publicado: (2024)
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)
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)
scDrugMap: Benchmarking Large Foundation Models for Drug Response Prediction
por: Wang, Qing, et al.
Publicado: (2025)
por: Wang, Qing, et al.
Publicado: (2025)
Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction
por: Zhai, Xinlong, et al.
Publicado: (2025)
por: Zhai, Xinlong, et al.
Publicado: (2025)
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)
RAG-Enhanced Collaborative LLM Agents for Drug Discovery
por: Lee, Namkyeong, et al.
Publicado: (2025)
por: Lee, Namkyeong, et al.
Publicado: (2025)
KITE-DDI: A Knowledge graph Integrated Transformer Model for accurately predicting Drug-Drug Interaction Events from Drug SMILES and Biomedical Knowledge Graph
por: Tamir, Azwad, et al.
Publicado: (2024)
por: Tamir, Azwad, et al.
Publicado: (2024)
DiSPA: Differential Substructure-Pathway Attention for Drug Response Prediction
por: Han, Yewon, et al.
Publicado: (2026)
por: Han, Yewon, et al.
Publicado: (2026)
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)
Attending on Multilevel Structure of Proteins enables Accurate Prediction of Cold-Start Drug-Target Interactions
por: Zhang, Ziying, et al.
Publicado: (2025)
por: Zhang, Ziying, 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)
Large Language Models for Drug Overdose Prediction from Longitudinal Medical Records
por: Nahian, Md Sultan Al, et al.
Publicado: (2025)
por: Nahian, Md Sultan Al, et al.
Publicado: (2025)
DrugAgent: Multi-Agent Large Language Model-Based Reasoning for Drug-Target Interaction Prediction
por: Inoue, Yoshitaka, et al.
Publicado: (2024)
por: Inoue, Yoshitaka, et al.
Publicado: (2024)
Barlow Twins Deep Neural Network for Advanced 1D Drug-Target Interaction Prediction
por: Schuh, Maximilian G., et al.
Publicado: (2024)
por: Schuh, Maximilian G., et al.
Publicado: (2024)
A Scalable Predictive Modelling Approach to Identifying Duplicate Adverse Event Reports for Drugs and Vaccines
por: Barrett, Jim W., et al.
Publicado: (2025)
por: Barrett, Jim W., et al.
Publicado: (2025)
Towards a Better Model with Dual Transformer for Drug Response Prediction
por: Li, Kun, et al.
Publicado: (2022)
por: Li, Kun, et al.
Publicado: (2022)
Disentangling Causal Substructures for Interpretable and Generalizable Drug Synergy Prediction
por: Luo, Yi, et al.
Publicado: (2025)
por: Luo, Yi, et al.
Publicado: (2025)
Evaluation of GPT-3 for Anti-Cancer Drug Sensitivity Prediction
por: Chowdhury, Shaika, et al.
Publicado: (2023)
por: Chowdhury, Shaika, et al.
Publicado: (2023)
MixRx: Predicting Drug Combination Interactions with LLMs
por: Surana, Risha, et al.
Publicado: (2025)
por: Surana, Risha, 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)
Inductive-Associative Meta-learning Pipeline with Human Cognitive Patterns for Unseen Drug-Target Interaction Prediction
por: Lian, Xiaoqing, et al.
Publicado: (2025)
por: Lian, Xiaoqing, et al.
Publicado: (2025)
A Foundation Chemical Language Model for Comprehensive Fragment-Based Drug Discovery
por: Ho, Alexander, et al.
Publicado: (2025)
por: Ho, Alexander, et al.
Publicado: (2025)
AIM: Attributing, Interpreting, Mitigating Data Unfairness
por: Liu, Zhining, et al.
Publicado: (2024)
por: Liu, Zhining, et al.
Publicado: (2024)
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors
por: Pei, Qizhi, et al.
Publicado: (2024)
por: Pei, Qizhi, et al.
Publicado: (2024)
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-Modal Uniform Alignment
por: Wang, Ziyan, et al.
Publicado: (2024)
por: Wang, Ziyan, et al.
Publicado: (2024)
YZS-model: A Predictive Model for Organic Drug Solubility Based on Graph Convolutional Networks and Transformer-Attention
por: Wang, Chenxu, et al.
Publicado: (2024)
por: Wang, Chenxu, et al.
Publicado: (2024)
DrugSAGE:Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery
por: Zhang, Yikun, et al.
Publicado: (2026)
por: Zhang, Yikun, et al.
Publicado: (2026)
Ejemplares similares
-
ImageDDI: Image-enhanced Molecular Motif Sequence Representation for Drug-Drug Interaction Prediction
por: He, Yuqin, et al.
Publicado: (2025) -
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language
por: Sun, Zhaoyue, et al.
Publicado: (2024) -
Addressing Model Overcomplexity in Drug-Drug Interaction Prediction With Molecular Fingerprints
por: Gil-Sorribes, Manel, et al.
Publicado: (2025) -
A Multi-Scale Graph Neural Process with Cross-Drug Co-Attention for Drug-Drug Interactions Prediction
por: Yan, Zimo, et al.
Publicado: (2025) -
Case-Based Reasoning Enhances the Predictive Power of LLMs in Drug-Drug Interaction
por: Liu, Guangyi, et al.
Publicado: (2025)