Predicting Biomedical Interactions with Probabilistic Model Selection for Graph Neural Networks
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | KC, Kishan, Li, Rui, Regmi, Paribesh, Haake, Anne R. |
|---|---|
| Format: | Preprint |
| Publié: |
2022
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Bayesian Neighborhood Adaptation for Graph Neural Networks
par: Regmi, Paribesh, et autres
Publié: (2026)
par: Regmi, Paribesh, et autres
Publié: (2026)
KA-GNN: Kolmogorov-Arnold Graph Neural Networks for Molecular Property Prediction
par: Li, Longlong, et autres
Publié: (2024)
par: Li, Longlong, et autres
Publié: (2024)
Causal Inference, Biomarker Discovery, Graph Neural Network, Feature Selection
par: Lan, Chaowang, et autres
Publié: (2025)
par: Lan, Chaowang, et autres
Publié: (2025)
MGKAN: Predicting Asymmetric Drug-Drug Interactions via a Multimodal Graph Kolmogorov-Arnold Network
par: Fan, Kunyi, et autres
Publié: (2026)
par: Fan, Kunyi, et autres
Publié: (2026)
Interpretable High-order Knowledge Graph Neural Network for Predicting Synthetic Lethality in Human Cancers
par: Chen, Xuexin, et autres
Publié: (2025)
par: Chen, Xuexin, et autres
Publié: (2025)
A Graph-in-Graph Learning Framework for Drug-Target Interaction Prediction
par: Song, Yuehua, et autres
Publié: (2025)
par: Song, Yuehua, et autres
Publié: (2025)
HiGraphDTI: Hierarchical Graph Representation Learning for Drug-Target Interaction Prediction
par: Liu, Bin, et autres
Publié: (2024)
par: Liu, Bin, et autres
Publié: (2024)
MIN: Multi-channel Interaction Network for Drug-Target Interaction with Protein Distillation
par: Li, Shuqi, et autres
Publié: (2024)
par: Li, Shuqi, et autres
Publié: (2024)
Integrating Single-Cell Foundation Models with Graph Neural Networks for Drug Response Prediction
par: Rossner, Till, et autres
Publié: (2025)
par: Rossner, Till, et autres
Publié: (2025)
Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel
par: Li, Xuan, et autres
Publié: (2023)
par: Li, Xuan, et autres
Publié: (2023)
Predicting Drug Solubility Using Different Machine Learning Methods -- Linear Regression Model with Extracted Chemical Features vs Graph Convolutional Neural Network
par: Ho, John, et autres
Publié: (2023)
par: Ho, John, et autres
Publié: (2023)
DDoS: A Graph Neural Network based Drug Synergy Prediction Algorithm
par: Schwarz, Kyriakos, et autres
Publié: (2022)
par: Schwarz, Kyriakos, et autres
Publié: (2022)
Molecular Odor Prediction Based on Multi-Feature Graph Attention Networks
par: Xie, HongXin, et autres
Publié: (2025)
par: Xie, HongXin, et autres
Publié: (2025)
Drug Interaction Vectors Neural Network: DrIVeNN
par: Wang, Natalie, et autres
Publié: (2023)
par: Wang, Natalie, et autres
Publié: (2023)
Uncertainty-Guided Model Selection for Tabular Foundation Models in Biomolecule Efficacy Prediction
par: Li, Jie, et autres
Publié: (2025)
par: Li, Jie, et autres
Publié: (2025)
VillageNet: Graph-based, Easily-interpretable, Unsupervised Clustering for Broad Biomedical Applications
par: Ballal, Aditya, et autres
Publié: (2025)
par: Ballal, Aditya, et autres
Publié: (2025)
The Role of Graph Topology in the Performance of Biomedical Knowledge Graph Completion Models
par: Cattaneo, Alberto, et autres
Publié: (2024)
par: Cattaneo, Alberto, et autres
Publié: (2024)
Anticipating the Selectivity of Intramolecular Cyclization Reaction Pathways with Neural Network Potentials
par: Casetti, Nicholas, et autres
Publié: (2025)
par: Casetti, Nicholas, et autres
Publié: (2025)
Dual-Pathway Fusion of EHRs and Knowledge Graphs for Predicting Unseen Drug-Drug Interactions
par: Lee, Franklin, et autres
Publié: (2025)
par: Lee, Franklin, et autres
Publié: (2025)
HyboWaveNet: Hyperbolic Graph Neural Networks with Multi-Scale Wavelet Transform for Protein-Protein Interaction Prediction
par: Yu, Qingzhi, et autres
Publié: (2025)
par: Yu, Qingzhi, et autres
Publié: (2025)
Graph-Theoretic Models for the Prediction of Molecular Measurements
par: Niane, Anna, et autres
Publié: (2026)
par: Niane, Anna, et autres
Publié: (2026)
Drug Repurposing Using Deep Embedded Clustering and Graph Neural Networks
par: Delzer, Luke, et autres
Publié: (2025)
par: Delzer, Luke, et autres
Publié: (2025)
Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning
par: Wang, Runzhong, et autres
Publié: (2025)
par: Wang, Runzhong, et autres
Publié: (2025)
Predicting Side Effect of Drug Molecules using Recurrent Neural Networks
par: Beaudoin, Collin, et autres
Publié: (2023)
par: Beaudoin, Collin, et autres
Publié: (2023)
Integrating Probabilistic Trees and Causal Networks for Clinical and Epidemiological Data
par: Zahoor, Sheresh, et autres
Publié: (2025)
par: Zahoor, Sheresh, et autres
Publié: (2025)
PLA-SGCN: Protein-Ligand Binding Affinity Prediction by Integrating Similar Pairs and Semi-supervised Graph Convolutional Network
par: Abbasi, Karim, et autres
Publié: (2024)
par: Abbasi, Karim, et autres
Publié: (2024)
SGAC: A Graph Neural Network Framework for Imbalanced and Structure-Aware AMP Classification
par: Wang, Yingxu, et autres
Publié: (2024)
par: Wang, Yingxu, et autres
Publié: (2024)
Towards Quantum Tensor Decomposition in Biomedical Applications
par: Burch, Myson, et autres
Publié: (2025)
par: Burch, Myson, et autres
Publié: (2025)
Multi-scale Graph Autoregressive Modeling: Molecular Property Prediction via Next Token Prediction
par: Jiang, Zhuoyang, et autres
Publié: (2026)
par: Jiang, Zhuoyang, et autres
Publié: (2026)
Injecting Hierarchical Biological Priors into Graph Neural Networks for Flow Cytometry Prediction
par: Mojarrad, Fatemeh Nassajian, et autres
Publié: (2024)
par: Mojarrad, Fatemeh Nassajian, et autres
Publié: (2024)
Compositional Deep Probabilistic Models of DNA Encoded Libraries
par: Chen, Benson, et autres
Publié: (2023)
par: Chen, Benson, et autres
Publié: (2023)
Drug-Target Interaction/Affinity Prediction: Deep Learning Models and Advances Review
par: Vefghi, Ali, et autres
Publié: (2025)
par: Vefghi, Ali, et autres
Publié: (2025)
From Detection to Mechanism: Cross-Attention Graph Neural Networks Enable Drug-Drug Interaction Type Prediction An Ablation Study with Acetylsalicylic Acid Validation
par: Dietrich, Juergen
Publié: (2026)
par: Dietrich, Juergen
Publié: (2026)
Multi-Modality Representation Learning for Antibody-Antigen Interactions Prediction
par: Guo, Peijin, et autres
Publié: (2025)
par: Guo, Peijin, et autres
Publié: (2025)
GraphGDel: Constructing and Learning Graph Representations of Genome-Scale Metabolic Models for Growth-Coupled Gene Deletion Prediction
par: Yang, Ziwei, et autres
Publié: (2025)
par: Yang, Ziwei, et autres
Publié: (2025)
Depression Detection Based on Electroencephalography Using a Hybrid Deep Neural Network CNN-GRU and MRMR Feature Selection
par: Yousefi, Mohammad Reza, et autres
Publié: (2026)
par: Yousefi, Mohammad Reza, et autres
Publié: (2026)
Multi Scale Graph Neural Network for Alzheimer's Disease
par: Chauhan, Anya, et autres
Publié: (2024)
par: Chauhan, Anya, et autres
Publié: (2024)
Data-driven Discovery of Digital Twins in Biomedical Research
par: Métayer, Clémence, et autres
Publié: (2025)
par: Métayer, Clémence, et autres
Publié: (2025)
Towards a Foundation Model for Brain Age Prediction using coVariance Neural Networks
par: Sihag, Saurabh, et autres
Publié: (2024)
par: Sihag, Saurabh, et autres
Publié: (2024)
Sequential Inference of Hospitalization Electronic Health Records Using Probabilistic Models
par: Kaplan, Alan D., et autres
Publié: (2024)
par: Kaplan, Alan D., et autres
Publié: (2024)
Documents similaires
-
Bayesian Neighborhood Adaptation for Graph Neural Networks
par: Regmi, Paribesh, et autres
Publié: (2026) -
KA-GNN: Kolmogorov-Arnold Graph Neural Networks for Molecular Property Prediction
par: Li, Longlong, et autres
Publié: (2024) -
Causal Inference, Biomarker Discovery, Graph Neural Network, Feature Selection
par: Lan, Chaowang, et autres
Publié: (2025) -
MGKAN: Predicting Asymmetric Drug-Drug Interactions via a Multimodal Graph Kolmogorov-Arnold Network
par: Fan, Kunyi, et autres
Publié: (2026) -
Interpretable High-order Knowledge Graph Neural Network for Predicting Synthetic Lethality in Human Cancers
par: Chen, Xuexin, et autres
Publié: (2025)