The search result for the key word "DrugBank"

A total of 13 results found based on your keywords
Recommendation ID Data Information Model Information Application Information Reference
Rank Total_Score Model_ID Dataset_Name Element_type Data_features Model_name Algorithm_name Prediction_type Code_source Study_types Disease_name Target_name Drug_name Interaction_type Recommended_Number PMID Journal Publication_Year
1 80.3 1892 DrugBank Drug, Target Drug: chemical structure information, Target: target sequence PPAEDTI Deep Autoencoder Drug Target Interaction (DTI) https://github.com/LiYuechao1998/PPAEDTI Case studies NA hsa:779 (calcium voltage-gated channel subunit alpha1 S) NA NA Top 20 drugs 36301791 IEEE J Biomed Health Inform 2023
1 80.3 1892 DrugBank Drug, Target Drug: chemical structure information, Target: target sequence PPAEDTI Deep Autoencoder Drug Target Interaction (DTI) https://github.com/LiYuechao1998/PPAEDTI Case studies NA NA Nisoldipine NA Top 20 targets 36301791 IEEE J Biomed Health Inform 2023
1 80.3 1892 DrugBank Drug, Target Drug: chemical structure information, Target: target sequence PPAEDTI Deep Autoencoder Drug Target Interaction (DTI) https://github.com/LiYuechao1998/PPAEDTI Case studies NA hsa:775 (calcium voltage-gated channel subunit alpha1 C) NA NA Top 20 drugs 36301791 IEEE J Biomed Health Inform 2023
2 73.2 1981 DrugBank Drug, Target Drug: SMILES, Target: the amino acid sequences GIFDTI Convolutional Neural Network (CNN),Transformer Drug Target Interaction (DTI) https://github.com/zhaoqichang/GIFDTI Case studies NA NA Fludiazepam NA Top 20 targets 36445997 IEEE/ACM Trans Comput Biol Bioinform 2023
2 73.2 1981 DrugBank Drug, Target Drug: SMILES, Target: the amino acid sequences GIFDTI Convolutional Neural Network (CNN),Transformer Drug Target Interaction (DTI) https://github.com/zhaoqichang/GIFDTI Case studies NA Epidermal Growth Factor Receptor (EGFR) NA NA Top 20 drugs 36445997 IEEE/ACM Trans Comput Biol Bioinform 2023
3 72.6 1614 DrugBank Drug Drug: enzymes, side effects, substructures and targets GCNMK Graph Convolutional Network with multi-kernel (GCNMK) Drug Drug Interaction (DDI) NA Case studies Breast neoplasms NA NA NA Top 10 drugs 34864856 Brief Bioinform 2022
3 72.6 1614 DrugBank Drug Drug: enzymes, side effects, substructures and targets GCNMK Graph Convolutional Network with multi-kernel (GCNMK) Drug Drug Interaction (DDI) NA Case studies Colorectal neoplasms NA NA NA Top 10 drugs 34864856 Brief Bioinform 2022
3 72.6 1614 DrugBank Drug Drug: enzymes, side effects, substructures and targets GCNMK Graph Convolutional Network with multi-kernel (GCNMK) Drug Drug Interaction (DDI) NA Case studies Lung neoplasms NA NA NA Top 10 drugs 34864856 Brief Bioinform 2022
4 68.7 2091 DrugBank Drug, Gene NA DGCL (Dynamic hyperGraph Contrastive Learning) Graph Neural Network (GNN),Multi Layer Perception (MLP) Drug Gene Interaction (DGI) https://github.com/wentao228/DGCL Case studies NA HMOX1 NA NA Top 10 drugs 37864294 Brief Bioinform 2023
5 53 1748 DrugBank Drug, Target Drug: SMILES, Target: the amino acid sequences MHSADTI Graph Attention Network (GAT),Multi-head self-attention mechanism Drug Target Interaction (DTI) NA NA NA NA NA NA NA 33956632 IEEE/ACM Trans Comput Biol Bioinform 2022
6 51.85 1518 DrugBank Drug, Target Drug: SMILES, Target: the amino acid sequences DTI-End-to-End-DL Convolutional Neural Network (CNN) Drug Target Interaction (DTI) https://github.com/larngroup/DTI-End-to-End-DL NA NA NA NA NA NA 32142454 IEEE/ACM Trans Comput Biol Bioinform 2021
7 50.3 1787 DrugBank Drug, Target Drug: chemical structure, target: protein sequence Ro-DNILMF Integrated logistic matrix factorization Drug Target Interaction (DTI) https://github.com/LJX0326/Ro-DNILMF.git NA NA NA NA NA NA 36014371 Molecules 2022
8 42.5 1935 DrugBank Drug, Disease, Gene NA NA Biased random walks Drug Disease Association (DDA) NA Case studies Rheumatoid Arthritis NA NA NA 1 drug 35839194 IEEE/ACM Trans Comput Biol Bioinform 2023
logo
All rights reserved: Institutes for Systems Genetics, West China Hospital