The search result for the key word "Yamanishi_NR"

A total of 16 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 Yamanishi_NR 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 Yamanishi_NR 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
1 80.3 1892 Yamanishi_NR 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
2 70.4 150 Yamanishi_NR Drug, Target Drug: chemical sturcture, Target: target sequence NA Adaptive combination Drug Target Interaction (DTI) NA Case studies NA NA NA Drug target interaction Top 5 predictions 26543857 Biomed Res Int 2015
3 66.2 386 Yamanishi_NR Drug, Target Drug: molecule, Target: target sequence PUDTI Support Vector Machine (SVM) Drug Target Interaction (DTI) NA Case studies Alzheimer's Disease (AD) (D(1A), D(2) and D3 dopamine receptors (P21728, P14416 and P35462), alpha-1A and alpha-1B adrenergic receptor (P35348 and P35368), 5-hydroxytryptamine receptors (P28223) and potassium voltage-gated channel subfamily H member 2(Q12809) NA NA NA 28808275 Sci Rep 2017
3 66.2 386 Yamanishi_NR Drug, Target Drug: molecule, Target: target sequence PUDTI Support Vector Machine (SVM) Drug Target Interaction (DTI) NA Case studies NA NA Astemizole NA 14 targets 28808275 Sci Rep 2017
3 66.2 386 Yamanishi_NR Drug, Target Drug: molecule, Target: target sequence PUDTI Support Vector Machine (SVM) Drug Target Interaction (DTI) NA Case studies NA DNA topoisomerase 2-alpha (P11388) NA NA 31 drugs 28808275 Sci Rep 2017
4 63.2 356 Yamanishi_NR Drug, Target Drug: chemical sturcture, Target: target sequence Heter-LP Heterogeneous label propagation Drug Target Interaction (DTI),Drug Disease Association (DDA) NA Case studies Osteoarthritis with mild chondrodysplasia NA NA NA 2 drugs 28300647 J Biomed Inform 2017
5 60.0875 2176 Yamanishi_NR Drug, Target Target: 20D Vector, Drug: SMILES geNnius (Graph Embedding Neural Network Interaction Uncovering System) Graph Neural Network (GNN) Drug Target Interaction (DTI) https://github.com/ubioinformat/GeNNius NA NA NA NA NA NA 38134424 Bioinformatics 2024
6 59.6 415 Yamanishi_NR Drug, Target Drug: chemical sturcture, Target: target sequence BRDTI Bayesian Drug Target Interaction (DTI) https://github.com/lpeska/BRDTI NA NA NA NA NA NA 29054256 Comput Methods Programs Biomed 2017
7 56.76 1695 Yamanishi_NR Drug, Target Drug: chemical substructures, Target: the primary sequences DT2Vec XGBoost Drug Target Interaction (DTI) https://github.com/elmira-amiri/DT2Vec NA NA NA NA NA NA 35379165 BMC Bioinformatics 2022
8 52.98571429 973 Yamanishi_NR Drug, Target Drug: chemical sturcture, Target: target sequence DTIP_MDHN Index kernel matrix Drug Target Interaction (DTI) NA NA NA NA NA NA NA 32703151 BMC Bioinformatics 2020
9 50.3 1787 Yamanishi_NR 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
10 47 723 Yamanishi_NR Drug, Target NA SPLCMF (Self-paced learning with collaborative matrix factorization) Matrix Factorization Drug Target Interaction (DTI) https://github.com/Macau-LYXia/SPLCMF-DTI NA NA NA NA NA NA 31260620 J Chem Inf Model 2019
11 46.56 1658 Yamanishi_NR Drug, Target NA IMCHGAN (Inductive Matrix Completion with Heterogeneous Graph Attention Network) Graph Attention Network (GAT),Inductive Matrix Completion (IMC) Drug Target Interaction (DTI) https://github.com/ljatynu/IMCHGAN/ NA NA NA NA NA NA 34115592 IEEE/ACM Trans Comput Biol Bioinform 2022
12 41.66 1473 Yamanishi_NR Drug, Target NA DTI-HeNE (DTI based on Heterogeneous Network Embedding) Random Forest (RF) Drug Target Interaction (DTI) https://github.com/arantir123/DTI-hene/ NA NA NA NA NA NA 34479477 BMC Bioinformatics 2021
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