The search result for the key word "LRSSL"

A total of 45 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 90.6 1539 LRSSL Drug, Disease Drug: SMILES, Disease: MeSH DRHGCN (Drug Repositioning based on the Heterogeneous information fusion Graph Convolutional Network) Graph Convolutional Network (GCN) Drug Disease Association (DDA) https://github.com/TheWall9/DRHGCN Case studies Alzheimer's disease (AD) NA NA NA Top 10 drugs 34378011 Brief Bioinform 2021
1 90.6 1539 LRSSL Drug, Disease Drug: SMILES, Disease: MeSH DRHGCN (Drug Repositioning based on the Heterogeneous information fusion Graph Convolutional Network) Graph Convolutional Network (GCN) Drug Disease Association (DDA) https://github.com/TheWall9/DRHGCN Case studies Parkinson’s Disease (PD) NA NA NA Top 10 drugs 34378011 Brief Bioinform 2021
2 82.1 1842 LRSSL Drug, Disease Drug: SMILES, Disease: MeSH PSGCN (Partner-specific drug repositioning approach based on graph convolutional network） Graph Convolutional Network (GCN),Multi Layer Perceptron (MLP) Drug Disease Association (DDA) https://github.com/xinliangSun/PSGCN Case studies Small Cell Lung Cancer (SCLC) NA NA NA Top 10 drugs 35921345 IEEE J Biomed Health Inform 2022
2 82.1 1842 LRSSL Drug, Disease Drug: SMILES, Disease: MeSH PSGCN (Partner-specific drug repositioning approach based on graph convolutional network） Graph Convolutional Network (GCN),Multi Layer Perceptron (MLP) Drug Disease Association (DDA) https://github.com/xinliangSun/PSGCN Case studies Breast Cancer NA NA NA Top 10 drugs 35921345 IEEE J Biomed Health Inform 2022
3 81.9 2175 LRSSL Drug, Disease Drug: 2D chemical fingerprints, Diseases: The semantic similarity of disease phenotypes AdaDR (Adaptive Graph Convolutional Networks for Drug Repositioning) Adaptive Graph Convolutional Network (AGCN) Drug Disease Association (DDA) https://github.com/xinliangSun/AdaDR Case studies Breast carcinoma NA NA NA Top 5 drugs 38070161 Bioinformatics 2024
3 81.9 2175 LRSSL Drug, Disease Drug: 2D chemical fingerprints, Diseases: The semantic similarity of disease phenotypes AdaDR (Adaptive Graph Convolutional Networks for Drug Repositioning) Adaptive Graph Convolutional Network (AGCN) Drug Disease Association (DDA) https://github.com/xinliangSun/AdaDR Case studies Alzheimer's Disease (AD) NA NA NA Top 5 drugs 38070161 Bioinformatics 2024
4 80.6 895 LRSSL Drug, Disease Drug: drug chemical structure, Pfam domain annotation of drug targets, gene ontology term of targets; Disease: Phenotye DRIMC (Drug repositioning approach by using Bayesian inductive matrix completion) Bayesian inductive matrix Drug Disease Association (DDA) https://github.com/linwang1982/DRIMC Case studies NA NA Imatinib NA Top 5 diseases 31999326 Bioinformatics 2020
4 80.6 895 LRSSL Drug, Disease Drug: drug chemical structure, Pfam domain annotation of drug targets, gene ontology term of targets; Disease: Phenotye DRIMC (Drug repositioning approach by using Bayesian inductive matrix completion) Bayesian inductive matrix Drug Disease Association (DDA) https://github.com/linwang1982/DRIMC Case studies NA NA Ziprasidone NA Top 5 diseases 31999326 Bioinformatics 2020
4 80.6 895 LRSSL Drug, Disease Drug: drug chemical structure, Pfam domain annotation of drug targets, gene ontology term of targets; Disease: Phenotye DRIMC (Drug repositioning approach by using Bayesian inductive matrix completion) Bayesian inductive matrix Drug Disease Association (DDA) https://github.com/linwang1982/DRIMC Case studies NA NA Warfarin NA Top 5 diseases 31999326 Bioinformatics 2020
4 80.6 895 LRSSL Drug, Disease Drug: drug chemical structure, Pfam domain annotation of drug targets, gene ontology term of targets; Disease: Phenotye DRIMC (Drug repositioning approach by using Bayesian inductive matrix completion) Bayesian inductive matrix Drug Disease Association (DDA) https://github.com/linwang1982/DRIMC Case studies NA NA Chloroquine NA Top 5 diseases 31999326 Bioinformatics 2020
4 80.6 895 LRSSL Drug, Disease Drug: drug chemical structure, Pfam domain annotation of drug targets, gene ontology term of targets; Disease: Phenotye DRIMC (Drug repositioning approach by using Bayesian inductive matrix completion) Bayesian inductive matrix Drug Disease Association (DDA) https://github.com/linwang1982/DRIMC Case studies NA NA Fluconazole NA Top 5 diseases 31999326 Bioinformatics 2020
4 80.6 895 LRSSL Drug, Disease Drug: drug chemical structure, Pfam domain annotation of drug targets, gene ontology term of targets; Disease: Phenotye DRIMC (Drug repositioning approach by using Bayesian inductive matrix completion) Bayesian inductive matrix Drug Disease Association (DDA) https://github.com/linwang1982/DRIMC Case studies NA NA Citalopram NA Top 5 diseases 31999326 Bioinformatics 2020
5 80.4 1670 LRSSL Drug, Disease Drug: SMILES, Disease: MeSH DRWBNCF Graph Convolutional Network (GCN),Multi Layer Perceptron (MLP) Drug Disease Association (DDA) https://github.com/luckymengmeng/DRWBNCF Case studies Small Cell Lung Cancer (SCLC) NA NA NA Top 10 drugs 35039838 Brief Bioinform 2022
5 80.4 1670 LRSSL Drug, Disease Drug: SMILES, Disease: MeSH DRWBNCF Graph Convolutional Network (GCN),Multi Layer Perceptron (MLP) Drug Disease Association (DDA) https://github.com/luckymengmeng/DRWBNCF Case studies Breast cancer NA NA NA Top 10 drugs 35039838 Brief Bioinform 2022
6 77.875 509 LRSSL Drug, Disease Drug: substructures, Disease: MeSH NTSIM (Network Topological Similarity-based Inference Method) Label Propagation Drug Disease Association (DDA) NA Case studies NA NA Risperidone NA Top 10 diseases 29879508 Methods 2018
7 77.76 766 LRSSL Drug, Disease, Side-effect Drug: chemical substructure, domains of target target, GO terms of drug target, Disease associated with the interested Drug, Drug side-effect; Disease: MeSH, Disease ontology DisDrugPred Non-negative Matrix Factorization (NMF) Drug Disease Association (DDA) https://github.com/pingxuan-hlju/DisDrugPred Case studies NA NA Cefotaxime NA Top 10 diseases 30865257 Bioinformatics 2019
7 77.76 766 LRSSL Drug, Disease, Side-effect Drug: chemical substructure, domains of target target, GO terms of drug target, Disease associated with the interested Drug, Drug side-effect; Disease: MeSH, Disease ontology DisDrugPred Non-negative Matrix Factorization (NMF) Drug Disease Association (DDA) https://github.com/pingxuan-hlju/DisDrugPred Case studies NA NA Ciprofloxacin NA Top 10 diseases 30865257 Bioinformatics 2019
7 77.76 766 LRSSL Drug, Disease, Side-effect Drug: chemical substructure, domains of target target, GO terms of drug target, Disease associated with the interested Drug, Drug side-effect; Disease: MeSH, Disease ontology DisDrugPred Non-negative Matrix Factorization (NMF) Drug Disease Association (DDA) https://github.com/pingxuan-hlju/DisDrugPred Case studies NA NA Clonidine NA Top 10 diseases 30865257 Bioinformatics 2019
7 77.76 766 LRSSL Drug, Disease, Side-effect Drug: chemical substructure, domains of target target, GO terms of drug target, Disease associated with the interested Drug, Drug side-effect; Disease: MeSH, Disease ontology DisDrugPred Non-negative Matrix Factorization (NMF) Drug Disease Association (DDA) https://github.com/pingxuan-hlju/DisDrugPred Case studies NA NA Ampicillin NA Top 10 diseases 30865257 Bioinformatics 2019
7 77.76 766 LRSSL Drug, Disease, Side-effect Drug: chemical substructure, domains of target target, GO terms of drug target, Disease associated with the interested Drug, Drug side-effect; Disease: MeSH, Disease ontology DisDrugPred Non-negative Matrix Factorization (NMF) Drug Disease Association (DDA) https://github.com/pingxuan-hlju/DisDrugPred Case studies NA NA Etoposide NA Top 10 diseases 30865257 Bioinformatics 2019
8 77.7 2133 LRSSL Drug, Disease NA DRAGNN Multi Layer Perception (MLP) Drug Disease Association (DDA) https://github.com/1yiw/DRAGNN Case studies Parkinson’s Disease (PD) NA NA NA Top 10 drugs 38019732 Brief Bioinform 2023
8 77.7 2133 LRSSL Drug, Disease NA DRAGNN Multi Layer Perception (MLP) Drug Disease Association (DDA) https://github.com/1yiw/DRAGNN Case studies Breast cancer NA NA NA Top 10 drugs 38019732 Brief Bioinform 2023
9 76.54 1197 LRSSL Drug, Disease Drug: drug chemical structure, Pfam domain annotation of drug targets, gene ontology term of targets; Disease: Phenotye SNF-NN (Similarity network fusion and neural networks) Similarity Network Fusion (SNF),Neural Network Drug Disease Association (DDA) http://pages.cpsc.ucalgary.ca/ tnjarada/snf-nn.php Case studies NA NA Triamcinolone NA Top 6 diseases 33482713 BMC Bioinformatics 2021
9 76.54 1197 LRSSL Drug, Disease Drug: drug chemical structure, Pfam domain annotation of drug targets, gene ontology term of targets; Disease: Phenotye SNF-NN (Similarity network fusion and neural networks) Similarity Network Fusion (SNF),Neural Network Drug Disease Association (DDA) http://pages.cpsc.ucalgary.ca/ tnjarada/snf-nn.php Case studies NA NA Dexamethasone NA Top 7 diseases 33482713 BMC Bioinformatics 2021
9 76.54 1197 LRSSL Drug, Disease Drug: drug chemical structure, Pfam domain annotation of drug targets, gene ontology term of targets; Disease: Phenotye SNF-NN (Similarity network fusion and neural networks) Similarity Network Fusion (SNF),Neural Network Drug Disease Association (DDA) http://pages.cpsc.ucalgary.ca/ tnjarada/snf-nn.php Case studies NA NA Levofloxacin NA Top 7 diseases 33482713 BMC Bioinformatics 2021
9 76.54 1197 LRSSL Drug, Disease Drug: drug chemical structure, Pfam domain annotation of drug targets, gene ontology term of targets; Disease: Phenotye SNF-NN (Similarity network fusion and neural networks) Similarity Network Fusion (SNF),Neural Network Drug Disease Association (DDA) http://pages.cpsc.ucalgary.ca/ tnjarada/snf-nn.php Case studies NA NA Loteprednol NA Top 7 diseases 33482713 BMC Bioinformatics 2021
9 76.54 1197 LRSSL Drug, Disease Drug: drug chemical structure, Pfam domain annotation of drug targets, gene ontology term of targets; Disease: Phenotye SNF-NN (Similarity network fusion and neural networks) Similarity Network Fusion (SNF),Neural Network Drug Disease Association (DDA) http://pages.cpsc.ucalgary.ca/ tnjarada/snf-nn.php Case studies NA NA Sparfloxacin NA Top 7 diseases 33482713 BMC Bioinformatics 2021
10 76.425 2070 LRSSL Drug, Disease Drug: RDKit fingerprints, Disease: MeSH TNA-DR (Tail-Node Augmentation for Drug Repositioning) Graph Neural Network (GNN) Drug Disease Association (DDA) NA Case studies Lung neoplasms NA NA NA Top 10 drugs 37418410 IEEE/ACM Trans Comput Biol Bioinform 2023
11 73.5 717 LRSSL Drug, Disease Drug: chemical substructure, chemical fingerprints, Disease: MeSH CBPred Convolutional Neural Network (CNN),Bidirectional Long Short-Term Memory (Bi-LSTM) Drug Disease Association (DDA) NA Case studies NA NA Ceftriaxone NA Top 10 diseases 31336774 Cells 2019
11 73.5 717 LRSSL Drug, Disease Drug: chemical substructure, chemical fingerprints, Disease: MeSH CBPred Convolutional Neural Network (CNN),Bidirectional Long Short-Term Memory (Bi-LSTM) Drug Disease Association (DDA) NA Case studies NA NA Ofloxacin NA Top 10 diseases 31336774 Cells 2019
11 73.5 717 LRSSL Drug, Disease Drug: chemical substructure, chemical fingerprints, Disease: MeSH CBPred Convolutional Neural Network (CNN),Bidirectional Long Short-Term Memory (Bi-LSTM) Drug Disease Association (DDA) NA Case studies NA NA Ampicillin NA Top 10 diseases 31336774 Cells 2019
11 73.5 717 LRSSL Drug, Disease Drug: chemical substructure, chemical fingerprints, Disease: MeSH CBPred Convolutional Neural Network (CNN),Bidirectional Long Short-Term Memory (Bi-LSTM) Drug Disease Association (DDA) NA Case studies NA NA Levofloxacin NA Top 10 diseases 31336774 Cells 2019
11 73.5 717 LRSSL Drug, Disease Drug: chemical substructure, chemical fingerprints, Disease: MeSH CBPred Convolutional Neural Network (CNN),Bidirectional Long Short-Term Memory (Bi-LSTM) Drug Disease Association (DDA) NA Case studies NA NA Ciprofloxacin NA Top 10 diseases 31336774 Cells 2019
12 71.04 361 LRSSL Drug, Disease Drug: chemical fingerprints, target target domain, target gene ontology annotation; Disease: MeSH LRSSL (Laplacian regularized sparse subspace learning) Laplacian regularized sparse subspace learning Drug Disease Association (DDA) https://github.com/LiangXujun/LRSSL Case studies NA NA Ziprasidone NA Top 5 diseases 28096083 Bioinformatics 2017
12 71.04 361 LRSSL Drug, Disease Drug: chemical fingerprints, target target domain, target gene ontology annotation; Disease: MeSH LRSSL (Laplacian regularized sparse subspace learning) Laplacian regularized sparse subspace learning Drug Disease Association (DDA) https://github.com/LiangXujun/LRSSL Case studies NA NA Fenoprofen NA Top 5 diseases 28096083 Bioinformatics 2017
12 71.04 361 LRSSL Drug, Disease Drug: chemical fingerprints, target target domain, target gene ontology annotation; Disease: MeSH LRSSL (Laplacian regularized sparse subspace learning) Laplacian regularized sparse subspace learning Drug Disease Association (DDA) https://github.com/LiangXujun/LRSSL Case studies NA NA Nimodipine NA Top 5 diseases 28096083 Bioinformatics 2017
12 71.04 361 LRSSL Drug, Disease Drug: chemical fingerprints, target target domain, target gene ontology annotation; Disease: MeSH LRSSL (Laplacian regularized sparse subspace learning) Laplacian regularized sparse subspace learning Drug Disease Association (DDA) https://github.com/LiangXujun/LRSSL Case studies NA NA Citalopram NA Top 5 diseases 28096083 Bioinformatics 2017
12 71.04 361 LRSSL Drug, Disease Drug: chemical fingerprints, target target domain, target gene ontology annotation; Disease: MeSH LRSSL (Laplacian regularized sparse subspace learning) Laplacian regularized sparse subspace learning Drug Disease Association (DDA) https://github.com/LiangXujun/LRSSL Case studies NA NA Progesterone NA Top 5 diseases 28096083 Bioinformatics 2017
12 71.04 361 LRSSL Drug, Disease Drug: chemical fingerprints, target target domain, target gene ontology annotation; Disease: MeSH LRSSL (Laplacian regularized sparse subspace learning) Laplacian regularized sparse subspace learning Drug Disease Association (DDA) https://github.com/LiangXujun/LRSSL Case studies NA NA Dextromethorphan NA Top 5 diseases 28096083 Bioinformatics 2017
12 71.04 361 LRSSL Drug, Disease Drug: chemical fingerprints, target target domain, target gene ontology annotation; Disease: MeSH LRSSL (Laplacian regularized sparse subspace learning) Laplacian regularized sparse subspace learning Drug Disease Association (DDA) https://github.com/LiangXujun/LRSSL Case studies NA NA Thiopental NA Top 5 diseases 28096083 Bioinformatics 2017
12 71.04 361 LRSSL Drug, Disease Drug: chemical fingerprints, target target domain, target gene ontology annotation; Disease: MeSH LRSSL (Laplacian regularized sparse subspace learning) Laplacian regularized sparse subspace learning Drug Disease Association (DDA) https://github.com/LiangXujun/LRSSL Case studies NA NA Yohimbine NA Top 5 diseases 28096083 Bioinformatics 2017
12 71.04 361 LRSSL Drug, Disease Drug: chemical fingerprints, target target domain, target gene ontology annotation; Disease: MeSH LRSSL (Laplacian regularized sparse subspace learning) Laplacian regularized sparse subspace learning Drug Disease Association (DDA) https://github.com/LiangXujun/LRSSL Case studies NA NA Tacrolimus NA Top 5 diseases 28096083 Bioinformatics 2017
12 71.04 361 LRSSL Drug, Disease Drug: chemical fingerprints, target target domain, target gene ontology annotation; Disease: MeSH LRSSL (Laplacian regularized sparse subspace learning) Laplacian regularized sparse subspace learning Drug Disease Association (DDA) https://github.com/LiangXujun/LRSSL Case studies NA NA Tolmetin NA Top 5 diseases 28096083 Bioinformatics 2017
13 66.4 1990 LRSSL Drug, Disease NA NetPro Label Propagation Drug Disease Association (DDA) https://github.com/hyr0771/NetPro Case studies NA NA Levodopa, Flecainide, Doxorubicin NA Top 5 diseases 37018341 IEEE/ACM Trans Comput Biol Bioinform 2023
14 53 856 LRSSL Drug, Disease Drug: chemical structure, drug target domain, drug target gene ontology (GO); Disease: semantic DDAPRED Logistic Matrix Factorization Drug Disease Association (DDA) https://github.com/nongdaxiaofeng/DDAPRED NA NA NA NA NA NA 32062701 J Mol Model 2020
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