The search result for the key word "NA"

A total of 52 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 79.71428571 687 Fdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms NA Random Forest (RF) Drug Disease Association (DDA) NA Case studies NA NA Irinotecan NA Top 1 drug 31138103 BMC Bioinformatics 2019
1 79.71428571 687 Fdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms NA Random Forest (RF) Drug Disease Association (DDA) NA Case studies NA NA Cortisol NA Top 2 drugs 31138103 BMC Bioinformatics 2019
1 79.71428571 687 Fdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms NA Random Forest (RF) Drug Disease Association (DDA) NA Case studies NA NA Salicylic acid NA Top 1 drug 31138103 BMC Bioinformatics 2019
1 79.71428571 687 Fdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms NA Random Forest (RF) Drug Disease Association (DDA) NA Case studies NA NA Ephedrine NA Top 2 drugs 31138103 BMC Bioinformatics 2019
1 79.71428571 687 Fdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms NA Random Forest (RF) Drug Disease Association (DDA) NA Case studies NA NA Podophyllotoxin NA Top 1 drug 31138103 BMC Bioinformatics 2019
1 79.71428571 687 Fdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms NA Random Forest (RF) Drug Disease Association (DDA) NA Case studies NA NA Testosterone NA Top 3 drugs 31138103 BMC Bioinformatics 2019
1 79.71428571 687 Fdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms NA Random Forest (RF) Drug Disease Association (DDA) NA Case studies NA NA (-)-Prostaglandin E1 NA Top 1 drug 31138103 BMC Bioinformatics 2019
2 76.6 1691 NA Drug, Target Drug: SMILES, Target: amino-acid sequences NA Convolutional Neural Network (CNN),Deep Neural Network (DNN),Random Forest (RF) Drug Target Interaction (DTI) https://github.com/Shkev/Sars-CoV-2-NSP-Predictions Case studies NA NA NA Drug target interaction 13 predictions 35468672 Front Biosci (Landmark Ed) 2022
3 73.7 1366 NA Drug, Target Molecular descriptors NA Random Forest (RF) Drug Disease Association (DDA) https://github.com/sblab/DTN Special studies Hyperlipidemia NA NA NA Top 9 drugs 34030115 Comput Biol Chem 2021
4 72.95 2134 External Set-1 Drug Drug: SMILES NA Graph Attention Network (GAT),Graph Isomorphism Network (GIN) Drug Target binding Affinity (DTA) NA Special studies COVID-19 SARS-CoV-2 main protease (Mpro) NA NA Top 10 drugs 37960886 J Chem Inf Model 2023
4 72.95 2134 External Set-2 Drug Drug: SMILES NA Graph Attention Network (GAT),Graph Isomorphism Network (GIN) Drug Target binding Affinity (DTA) NA Special studies COVID-19 SARS-CoV-2 main protease (Mpro) NA NA Top 10 drugs 37960886 J Chem Inf Model 2023
4 72.95 2134 DRH Drug Drug: SMILES NA Graph Attention Network (GAT),Graph Isomorphism Network (GIN) Drug Target binding Affinity (DTA) NA Special studies COVID-19 SARS-CoV-2 main protease (Mpro) NA NA Top 10 drugs 37960886 J Chem Inf Model 2023
4 72.95 2134 NA Drug Drug: SMILES NA Graph Attention Network (GAT),Graph Isomorphism Network (GIN) Drug Target binding Affinity (DTA) NA Special studies COVID-19 SARS-CoV-2 main protease (Mpro) NA NA Top 10 drugs 37960886 J Chem Inf Model 2023
5 72.5 741 NA Drug, Target Drug: structure, Target: sequence NA Low Rank Embedding (LRE) Drug Target Interaction (DTI) NA Case studies NA NA NA Drug target interaction Top 30 predictions 28541222 IEEE/ACM Trans Comput Biol Bioinform 2019
6 70.4 150 Yamanishi_E 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
6 70.4 150 Yamanishi_IC 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
6 70.4 150 Yamanishi_GPCR 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
6 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
7 70.1 789 NA Drug, Disease Drug: SMILES, Diseases: MeSH terms NA Non-linear computational approach Drug Disease Association (DDA) http://bioinformatics.aut.ac.ir/drug-disc/ (Data) Case studies NA NA NA Drug disease interaction Top 16 predictions 31726977 BMC Bioinformatics 2019
8 68.9 813 DTD Drug, Disease, Target Drug: chemical structure, Target: the amino acid sequences NA Tensor decomposition Drug Disease Target associations NA Case studies NA NA NA Drug target interaction Top 10 predictions 31839008 BMC Bioinformatics 2019
8 68.9 813 Cancer subset Drug, Disease, Target Drug: chemical structure, Target: the amino acid sequences NA Tensor decomposition Drug Disease Target associations NA Case studies NA NA NA Drug target interaction Top 10 predictions 31839008 BMC Bioinformatics 2019
9 68.5 672 NA Gene, Celllines NA NA Deep neural Network (DNN),Support Vector Machine (SVM),Random Forest (RF),Gradient Boosted Machine with trees (GBM),logistic regression with elastic net regularization (EN) Drug Disease Association (DDA) NA Special studies Depressive Disorder NA NA NA Top 8 drugs 30010603 IEEE J Biomed Health Inform 2019
9 68.5 672 NA Gene, Celllines NA NA Deep neural Network (DNN),Support Vector Machine (SVM),Random Forest (RF),Gradient Boosted Machine with trees (GBM),logistic regression with elastic net regularization (EN) Drug Disease Association (DDA) NA Special studies Schizophrenia NA NA NA Top 8 drugs 30010603 IEEE J Biomed Health Inform 2019
10 68.1 467 NA Drug, Target, Side-effect Drug: chemical properties, target targets, side-effect NA Pareto dominance,Collaborative filtering Drug Disease Association (DDA) NA NA NA NA NA Drug disease interaction Top 20 predictions 29649971 BMC Bioinformatics 2018
11 66.8 2181 BindingDB Drug, Target Drug: SMILES NA Extra tree classifier (ETC) Drug Target Interaction (DTI) NA Special studies NA Epidermal Growth Factor Receptor (EGFR) NA NA Top 9 drugs 38000720 Eur J Pharmacol 2024
12 64.8 1814 NA Drug, chemical NA NA Knowledge Graph Embedding Drug Disease Association (DDA) NA Special studies Alzheimer's Disease (AD) NA NA NA Top 10 drugs 36180861 BMC Bioinformatics 2022
13 64.6 2116 NA Drug Drug: SMILES NA Graph Convolutional Network (GCN),XGBoost Drug Target Interaction (DTI) NA Special studies Parkinson’s Disease (PD) PINK1 (Phosphatase and Tensin homologue-induced kinase 1) NA NA Top 22 drugs 37544165 Comput Methods Programs Biomed 2023
14 59.2 140 Fdataset Drug, Disease NA NA ProbS and HeatS Drug Disease Association (DDA) NA Case studies NA NA Felodipine NA Top 10 diseases 25969690 Comput Math Methods Med 2015
14 59.2 140 Fdataset Drug, Disease NA NA ProbS and HeatS Drug Disease Association (DDA) NA Case studies NA NA Aspirin NA Top 10 diseases 25969690 Comput Math Methods Med 2015
14 59.2 140 Fdataset Drug, Disease NA NA ProbS and HeatS Drug Disease Association (DDA) NA Case studies NA NA Tamoxifen NA Top 10 diseases 25969690 Comput Math Methods Med 2015
15 58.7 725 NA Drug, Disease, Target Drug: drug-target target NA CLASH (Complementary Linkage with Anchoring and Scoring),Graph-based Semi-Supervised Learning (SSL) Drug Drug Interaction (DDI) NA Case studies Vascular dementia NA NA NA Top 11 drug 31337333 BMC Bioinformatics 2019
16 58.5 1322 NA Drug, Gene NA NA Deep Autoencoder,XGBoost Drug Target Interaction (DTI) https://github.com/tsjshg/ai-drug-dev Special studies Alzheimer's Disease (AD) NA NA NA Top 20 drugs 33941241 Alzheimers Res Ther 2021
17 55.4 1915 NA Drug, Gene NA NA Random Walk with Restart (RWR) Drug Disease Association (DDA) NA Special studies Non-Small Cell Lung Cancer (NSCLC) NA NA NA Top 11 drugs 36768566 Int J Mol Sci 2023
17 55.4 1915 NA Drug, Gene NA NA Random Walk with Restart (RWR) Drug Disease Association (DDA) NA Special studies Colorectal Cancer NA NA NA Top 9 drugs 36768566 Int J Mol Sci 2023
18 50.5 569 NA Drug, Disease, Target NA NA Random Forest (RF),Neural network Drug Disease Association (DDA) NA Case studies Urticaria NA NA NA Candidate drugs with the mean AUC>0.9 30463505 BMC Bioinformatics 2018
18 50.5 569 NA Drug, Disease, Target NA NA Random Forest (RF),Neural network Drug Disease Association (DDA) NA Case studies Osteoarthritis NA NA NA Candidate drugs with the mean AUC>0.9 30463505 BMC Bioinformatics 2018
18 50.5 569 NA Drug, Disease, Target NA NA Random Forest (RF),Neural network Drug Disease Association (DDA) NA Case studies Chronic lymphocytic leukemia NA NA NA Candidate drugs with the mean AUC>0.9 30463505 BMC Bioinformatics 2018
18 50.5 569 NA Drug, Disease, Target NA NA Random Forest (RF),Neural network Drug Disease Association (DDA) NA Case studies Dysmenorrhea NA NA NA Candidate drugs with the mean AUC>0.9 30463505 BMC Bioinformatics 2018
18 50.5 569 NA Drug, Disease, Target NA NA Random Forest (RF),Neural network Drug Disease Association (DDA) NA Case studies Psoriasis NA NA NA Candidate drugs with the mean AUC>0.9 30463505 BMC Bioinformatics 2018
19 42.5 1935 DisGeNET (DGN) 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
19 42.5 1935 LL 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
19 42.5 1935 MalaCards (MC) 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
19 42.5 1935 SLAMS 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
19 42.5 1935 RepoDB (RDB) 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
19 42.5 1935 iDrug (ID) 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
19 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
20 42.4 465 NA Drug, Target, Gene, Side-effect Drug: Chemical structure, target, Gene, side-effect NA Growing Self Organizing Map (GSOM) Drug Drug Interaction (DDI) https://github.com/fathimanush786/two_tiered_clustrering_data NA NA NA NA NA NA 29642848 BMC Bioinformatics 2018
21 40.5 142 NA Drug, Disease, Gene NA NA Matrix Factorization Drug Disease Association (DDA) NA NA NA NA NA NA NA 26078775 Comput Math Methods Med 2015
22 39.2 154 NA Drug Drug: chemical structure NA Markov Clustering Drug Drug Interaction (DDI) NA NA NA NA NA NA NA 24934184 Chem Biol Drug Des 2015
23 38.4 1444 CAS Biomedical Knowledge Graph(COVID-19) Disease, Gene, Pathway, Virus, Side-effect, Clinical Trial, Small molecule, Molecular Function NA NA A computer algorithm-driven drug-ranking method Drug Disease Association (DDA) NA Special studies COVID-19 NA NA NA Top 50 drugs 34297570 J Chem Inf Model 2021
24 37.8 328 MATADOR Drug, Target Drug: pubchem ID, Target: target ID(MeSH, STRING 7) NA Common Neighbours,Jaccard Index,Preferential Attachment,Katz Index Drug Target Interaction (DTI) http://www.cl.cam.ac.uk/~yg244/16bioinfo NA NA NA NA NA NA 28095781 BMC Bioinformatics 2017
25 27.6 1110 NA Drug, Disease, Gene, Pathway, Side-effect NA NA Support Vector Machine (SVM),Decision Tree (DT),Random Forest (RF) Drug Disease Association (DDA) NA NA NA NA NA NA NA 32674665 Health Informatics J 2020
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