The search result for the key word "COVID-19"

A total of 36 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 87.8 2207 Dataset 4 Drug, Disease Drug: SMILES, Disease: Mesh semantic DRDSA (Drug Repositioning Deep Sparse Autoencoder) Deep sparse autoencoder,Deep feedforward neural network Drug Disease Association (DDA) https://github.com/luckymengmeng/HDVD Case studies COVID-19 NA NA NA Top 10 drugs 38103130 Interdiscip Sci 2024
1 87.8 2207 Dataset 1 Drug, Disease Drug: SMILES, Disease: Mesh semantic DRDSA (Drug Repositioning Deep Sparse Autoencoder) Deep sparse autoencoder,Deep feedforward neural network Drug Disease Association (DDA) https://github.com/luckymengmeng/HDVD Case studies COVID-19 NA NA NA Top 10 drugs 38103130 Interdiscip Sci 2024
1 87.8 2207 Dataset 2 Drug, Disease Drug: SMILES, Disease: Mesh semantic DRDSA (Drug Repositioning Deep Sparse Autoencoder) Deep sparse autoencoder,Deep feedforward neural network Drug Disease Association (DDA) https://github.com/luckymengmeng/HDVD Case studies COVID-19 NA NA NA Top 10 drugs 38103130 Interdiscip Sci 2024
1 87.8 2207 Dataset 3 Drug, Disease Drug: SMILES, Disease: Mesh semantic DRDSA (Drug Repositioning Deep Sparse Autoencoder) Deep sparse autoencoder,Deep feedforward neural network Drug Disease Association (DDA) https://github.com/luckymengmeng/HDVD Case studies COVID-19 NA NA NA Top 10 drugs 38103130 Interdiscip Sci 2024
2 81 2099 NA Drug, Disease, Target, Side-effect Drug: SMILES, Target: the amino acid sequences MOVE Multi Layer Perception (MLP) Drug Target Interaction (DTI) https://github.com/scu-kdde/Bioinfo-MOVE2.0 Case studies COVID-19 Peroxisome proliferator-activated receptor gamma(P37231), Peroxisome proliferator-activated receptor alpha(Q07869), Apoptosis regulator Bcl-2(P10415), Angiotensin-converting enzyme 2(Q9BYF1), Cystic fibrosis transmembrane conductance regulator(P13569), Nuclear receptor subfamily 1 group I member 2(O75469), Annexin A1(P04083) NA NA Top 7 drugs 37586602 Methods 2023
3 77.875 2079 DrugBank (version 5.1.9) Drug, Target Drug: SMILES, Target: the amino acid sequences MULGA (Multi-view Learning and Graph Autoencoder framework) Multi-view Learning and Graph Autoencoder (GAE) Drug Target Interaction (DTI) https://github.com/jianiM/MULGA Case studies COVID-19 Spike glycoprotein NA NA Top 20 drugs 37610353 Bioinformatics 2023
3 77.875 2079 KIBA Drug, Target Drug: SMILES, Target: the amino acid sequences MULGA (Multi-view Learning and Graph Autoencoder framework) Multi-view Learning and Graph Autoencoder (GAE) Drug Target Interaction (DTI) https://github.com/jianiM/MULGA Case studies COVID-19 Spike glycoprotein NA NA Top 20 drugs 37610353 Bioinformatics 2023
3 77.875 2079 Davis Drug, Target Drug: SMILES, Target: the amino acid sequences MULGA (Multi-view Learning and Graph Autoencoder framework) Multi-view Learning and Graph Autoencoder (GAE) Drug Target Interaction (DTI) https://github.com/jianiM/MULGA Case studies COVID-19 Spike glycoprotein NA NA Top 20 drugs 37610353 Bioinformatics 2023
3 77.875 2079 BindingDB Drug, Target Drug: SMILES, Target: the amino acid sequences MULGA (Multi-view Learning and Graph Autoencoder framework) Multi-view Learning and Graph Autoencoder (GAE) Drug Target Interaction (DTI) https://github.com/jianiM/MULGA Case studies COVID-19 Spike glycoprotein NA NA Top 20 drugs 37610353 Bioinformatics 2023
4 76.4 1394 DTINet Drug, Disease, Target, Side-effect Drug: structure, Target: sequence LUNAR Graph Convolutional Network (GCN) Drug Target Interaction (DTI) NA Case studies COVID-19 Tumor necrosis factor NA NA Top 10 drugs 34081583 IEEE/ACM Trans Comput Biol Bioinform 2021
4 76.4 1394 DTINet Drug, Disease, Target, Side-effect Drug: structure, Target: sequence LUNAR Graph Convolutional Network (GCN) Drug Target Interaction (DTI) NA Case studies COVID-19 Nterleukin-l beta NA NA Top 5 drugs 34081583 IEEE/ACM Trans Comput Biol Bioinform 2021
4 76.4 1394 DTINet Drug, Disease, Target, Side-effect Drug: structure, Target: sequence LUNAR Graph Convolutional Network (GCN) Drug Target Interaction (DTI) NA Case studies COVID-19 ACE2 NA NA Top 8 drugs 34081583 IEEE/ACM Trans Comput Biol Bioinform 2021
5 76.3 2145 Davis Drug, Target Drug: SMILES, Target: The amino acid Sequence. MdDTI Multi Layer Perception (MLP) Drug Target Interaction (DTI) https://github.com/lhhu1999/MdDTI Case studies COVID-19 SARS-CoV-2 3C-like protease NA NA Top 5 drugs 37844375 Comput Biol Chem 2023
5 76.3 2145 KIBA Drug, Target Drug: SMILES, Target: The amino acid Sequence. MdDTI Multi Layer Perception (MLP) Drug Target Interaction (DTI) https://github.com/lhhu1999/MdDTI Case studies COVID-19 SARS-CoV-2 3C-like protease NA NA Top 5 drugs 37844375 Comput Biol Chem 2023
6 73.9 2102 DDKG-V1 Drug, Disease, Target, Gene NA DrugRep-HeSiaGraph Siamese Neural Network (SNN) Drug Disease Association (DDA) https://github.com/CBRC-lab/DrugRep-HeSiaGraph Case studies COVID-19 Dipeptidyl Peptidase 4 (DPP-4) NA NA Top 10 drugs 37789314 BMC Bioinformatics 2023
7 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
7 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
7 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
7 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
8 72.3 1765 BindingDB Drug, Target Drug: SMILES, Target: binding site AttentionSiteDTI Bidirectional Long Short-Term Memory (Bi-LSTM),Graph Convolutional Network (GCN),Multi-Layer Perceptron (MLP) Drug Target Interaction (DTI) https://github.com/yazdanimehdi/AttentionSiteDTI Case studies COVID-19 SARS-CoV-2 NA NA Top 7 drugs 35817396 Brief Bioinform 2022
8 72.3 1765 DUD-E Drug, Target Drug: SMILES, Target: binding site AttentionSiteDTI Bidirectional Long Short-Term Memory (Bi-LSTM),Graph Convolutional Network (GCN),Multi-Layer Perceptron (MLP) Drug Target Interaction (DTI) https://github.com/yazdanimehdi/AttentionSiteDTI Case studies COVID-19 SARS-CoV-2 NA NA Top 7 drugs 35817396 Brief Bioinform 2022
8 72.3 1765 Human Drug, Target Drug: SMILES, Target: binding site AttentionSiteDTI Bidirectional Long Short-Term Memory (Bi-LSTM),Graph Convolutional Network (GCN),Multi-Layer Perceptron (MLP) Drug Target Interaction (DTI) https://github.com/yazdanimehdi/AttentionSiteDTI Case studies COVID-19 SARS-CoV-2 NA NA Top 7 drugs 35817396 Brief Bioinform 2022
9 70.85 1798 dataset 1 Drug, Disease, Gene NA NEDNBI Network-Based Inference Drug Disease Association (DDA) https://github.com/Qli97/NEDNBI Case studies COVID-19 NA NA NA Top 20 drugs 35338586 Mol Inform 2022
9 70.85 1798 dataset 2 Drug, Disease, Gene NA NEDNBI Network-Based Inference Drug Disease Association (DDA) https://github.com/Qli97/NEDNBI Case studies COVID-19 NA NA NA Top 20 drugs 35338586 Mol Inform 2022
10 67.8 2015 NA Drug, Gene NA DTSEA (Drug Target Set Enrichment Analysis) Random Walk with Restart (RWR) Drug Disease Association (DDA) https://github.com/hanjunwei-lab/DTSEAData Special studies COVID-19 NA NA NA Top 10 drugs 37105108 Comput Biol Med 2023
11 66.65 1973 Negative set Drug, Disease NA DrugRep-KG Logistic Regression Drug Disease Association (DDA) https://github.com/CBRC-lab/DrugRep-KG Case studies COVID-19 NA NA NA Top 6 drugs 37023229 J Chem Inf Model 2023
11 66.65 1973 RepoDB Drug, Disease NA DrugRep-KG Logistic Regression Drug Disease Association (DDA) https://github.com/CBRC-lab/DrugRep-KG Case studies COVID-19 NA NA NA Top 6 drugs 37023229 J Chem Inf Model 2023
12 64.9 1306 NA Drug, Virus Drug: chemical structure, Virus: d2* dissimilarity/distance (at k=6) between the viral genome sequences DVA (Drug Virus Association) Matrix Completion Drug Virus Association (DVA) www.github.com/AanchalMongia/DVA Case studies COVID-19 SARS-CoV-2 NA NA Top 6 drugs 33907209 Sci Rep 2021
13 60.6 2208 BIOKG-One Drug, Disease, Target, Side-effect, NA MLAN (Multi-Level Attention Network) Gated Mechanism,Attention Mechanism,MTransD,Commonality Relation Learner (CRL) Drug Disease Association (DDA) NA Case studies COVID-19 NA NA NA Top 5 drugs 38244473 Comput Biol Med 2024
13 60.6 2208 COVID19-One NA NA MLAN (Multi-Level Attention Network) Gated Mechanism,Attention Mechanism,MTransD,Commonality Relation Learner (CRL) Drug Disease Association (DDA) NA Case studies COVID-19 NA NA NA Top 5 drugs 38244473 Comput Biol Med 2024
13 60.6 2208 NELL-One NA NA MLAN (Multi-Level Attention Network) Gated Mechanism,Attention Mechanism,MTransD,Commonality Relation Learner (CRL) Drug Disease Association (DDA) NA Case studies COVID-19 NA NA NA Top 5 drugs 38244473 Comput Biol Med 2024
14 60 2001 Davis Drug, Target NA BindingSite-AugmentedDTA Graph Neural Network (GNN) Drug Target binding Affinity (DTA) https://github.com/yazdanimehdi/BindingSite-AugmentedDTA Case studies COVID-19 SARS-CoV-2 (3C-like protease, RNA-dependent RNA polymerase(RdRp), helicase, Spike/ACE2 complex） NA NA Top 10 drugs 37096593 Brief Bioinform 2023
14 60 2001 KIBA Drug, Target NA BindingSite-AugmentedDTA Graph Neural Network (GNN) Drug Target binding Affinity (DTA) https://github.com/yazdanimehdi/BindingSite-AugmentedDTA Case studies COVID-19 SARS-CoV-2 (3C-like protease, RNA-dependent RNA polymerase(RdRp), helicase, Spike/ACE2 complex） NA NA Top 10 drugs 37096593 Brief Bioinform 2023
15 58.9 1260 NA Subject, object, predicate NA LBD Knowledge Graph Completion Drug Disease Association (DDA) https://github.com/kilicogluh/lbd-covid Special studies COVID-19 NA NA NA 5 drugs 33571675 J Biomed Inform 2021
16 53.5 2169 DRKG Drug, Disease, Gene, Pathway, Side-effect, Compound, Anatomy, Tax, Molecular Function, Symptom, Biological Process, Cellular Component, Atc, PharmacologicClass NA TransRGNN Graph Neural Network (GNN) Drug Disease Association (DDA) NA Case studies COVID-19 NA NA NA Top 30 drugs 38104883 Methods 2024
17 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
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