The search result for the key word "Cdataset"

A total of 68 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 Cdataset 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
1 90.6 1539 Cdataset 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
2 86.5 1868 Cdataset Drug, Disease Drug: SMILES, Disease: MeSH GLGMPNN Message Passing Neural Network (MPNN), Gated Fusion Mechanism Drug Disease Association (DDA) https://github.com/bdtree/GLGMPNN Case studies Alzheimer's Disease (AD) NA NA NA Top 10 drugs 36305457 Brief Bioinform 2022
3 85.4 815 Cdataset Drug, Disease, Target Drug: SMILES, Disease: MeSH OMC Overlap Matrix Completion Drug Disease Association (DDA) https://github.com/BioinformaticsCSU/OMC Case studies NA NA Flecainide NA Top 5 diseases 31869322 PLoS Comput Biol 2019
3 85.4 815 Cdataset Drug, Disease, Target Drug: SMILES, Disease: MeSH OMC Overlap Matrix Completion Drug Disease Association (DDA) https://github.com/BioinformaticsCSU/OMC Case studies NA NA Levodopa NA Top 5 diseases 31869322 PLoS Comput Biol 2019
3 85.4 815 Cdataset Drug, Disease, Target Drug: SMILES, Disease: MeSH OMC Overlap Matrix Completion Drug Disease Association (DDA) https://github.com/BioinformaticsCSU/OMC Case studies NA NA Doxorubicin NA Top 5 diseases 31869322 PLoS Comput Biol 2019
4 85 1566 Cdataset Drug, Disease Drug: SMILES, Disease: MeSH BGMSDDA K nearest known neighbors (WKNKN) Drug Disease Association (DDA) https://github.com/kk-2010000/BGMSDDA Case studies NA NA Gabapentin NA Top 20 diseases 34610633 Mol Omics 2021
4 85 1566 Cdataset Drug, Disease Drug: SMILES, Disease: MeSH BGMSDDA K nearest known neighbors (WKNKN) Drug Disease Association (DDA) https://github.com/kk-2010000/BGMSDDA Case studies NA NA Frovatriptan NA Top 20 diseases 34610633 Mol Omics 2021
4 85 1566 Cdataset Drug, Disease Drug: SMILES, Disease: MeSH BGMSDDA K nearest known neighbors (WKNKN) Drug Disease Association (DDA) https://github.com/kk-2010000/BGMSDDA Case studies NA NA Doxorubicin NA Top 20 diseases 34610633 Mol Omics 2021
4 85 1566 Cdataset Drug, Disease Drug: SMILES, Disease: MeSH BGMSDDA K nearest known neighbors (WKNKN) Drug Disease Association (DDA) https://github.com/kk-2010000/BGMSDDA Case studies NA NA Dexamethasone NA Top 20 diseases 34610633 Mol Omics 2021
4 85 1566 Cdataset Drug, Disease Drug: SMILES, Disease: MeSH BGMSDDA K nearest known neighbors (WKNKN) Drug Disease Association (DDA) https://github.com/kk-2010000/BGMSDDA Case studies NA NA Amantadine NA Top 20 diseases 34610633 Mol Omics 2021
4 85 1566 Cdataset Drug, Disease Drug: SMILES, Disease: MeSH BGMSDDA K nearest known neighbors (WKNKN) Drug Disease Association (DDA) https://github.com/kk-2010000/BGMSDDA Case studies NA NA Flecainide NA Top 20 diseases 34610633 Mol Omics 2021
5 84.04 289 Cdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms MBiRW Random Walk Drug Disease Association (DDA) http://github.com//bioinfomaticsCSU/MBiRW Case studies NA NA Cabergoline NA Top 5 diseases 27153662 Bioinformatics 2016
5 84.04 289 Cdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms MBiRW Random Walk Drug Disease Association (DDA) http://github.com//bioinfomaticsCSU/MBiRW Case studies NA NA Levodopa NA Top 5 diseases 27153662 Bioinformatics 2016
5 84.04 289 Cdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms MBiRW Random Walk Drug Disease Association (DDA) http://github.com//bioinfomaticsCSU/MBiRW Case studies NA NA Flecainide NA Top 5 diseases 27153662 Bioinformatics 2016
5 84.04 289 Cdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms MBiRW Random Walk Drug Disease Association (DDA) http://github.com//bioinfomaticsCSU/MBiRW Case studies NA NA Doxorubicin NA Top 5 diseases 27153662 Bioinformatics 2016
5 84.04 289 Cdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms MBiRW Random Walk Drug Disease Association (DDA) http://github.com//bioinfomaticsCSU/MBiRW Case studies NA NA Amantadine NA Top 5 diseases 27153662 Bioinformatics 2016
6 83.8 893 Cdataset Drug, Disease Drug: SMILES, Disease: MeSH HNet-DNN Deep Neural Network (DNN) Drug Disease Association (DDA) https://github.com/hliu2016/HNet-DNN Case studies Breast neoplasms NA NA NA Top 15 drugs 32118415 J Chem Inf Model 2020
6 83.8 893 Cdataset Drug, Disease Drug: SMILES, Disease: MeSH HNet-DNN Deep Neural Network (DNN) Drug Disease Association (DDA) https://github.com/hliu2016/HNet-DNN Case studies NA NA Enalapril NA Top 15 diseases 32118415 J Chem Inf Model 2020
7 82.1 1842 Cdataset 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
7 82.1 1842 Cdataset 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
8 81.9 2175 Cdataset 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
8 81.9 1643 Cdataset Drug, Disease Drug: Hashed fingerprints, Disease: MeSH springD²A Encoder,Neural networks Drug Disease Association (DDA) https://github.com/wangyuanhao/springD2A Case studies NA NA Diltiazem NA Top 10 diseases 34864881 Bioinformatics 2022
8 81.9 2175 Cdataset 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
8 81.9 1643 Cdataset Drug, Disease Drug: Hashed fingerprints, Disease: MeSH springD²A Encoder,Neural networks Drug Disease Association (DDA) https://github.com/wangyuanhao/springD2A Case studies NA NA Indomethacin NA Top 10 diseases 34864881 Bioinformatics 2022
8 81.9 1643 Cdataset Drug, Disease Drug: Hashed fingerprints, Disease: MeSH springD²A Encoder,Neural networks Drug Disease Association (DDA) https://github.com/wangyuanhao/springD2A Case studies NA NA Fenoldopam NA Top 10 diseases 34864881 Bioinformatics 2022
9 81.8 795 Cdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms SKCNN Sigmoid Kernel and Convolutional Neural Network (SKCNN),Support Vector Machine (SVM) Drug Disease Association (DDA) https://github.com/HanJingJiang/SKCNN Case studies Obesity NA NA NA Top 20 drugs 31747915 J Transl Med 2019
9 81.8 795 Cdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms SKCNN Sigmoid Kernel and Convolutional Neural Network (SKCNN),Support Vector Machine (SVM) Drug Disease Association (DDA) https://github.com/HanJingJiang/SKCNN Case studies Asthma NA NA NA Top 20 drugs 31747915 J Transl Med 2019
10 81.4 1860 Cdataset Drug, Disease Drug: SMILES, Disease: MeSH EMPHCN (Enhanced Message Passing and Hypergraph Convolutional Networks) Graph Convolutional Network (GCN) Drug Disease Association (DDA) https://github.com/hwh7301/EMPHCN Case studies Parkinson’s Disease (PD) NA NA NA Top 10 drugs 36359016 Biomolecules 2022
10 81.4 1860 Cdataset Drug, Disease Drug: SMILES, Disease: MeSH EMPHCN (Enhanced Message Passing and Hypergraph Convolutional Networks) Graph Convolutional Network (GCN) Drug Disease Association (DDA) https://github.com/hwh7301/EMPHCN Case studies NA NA Felodipine NA Top 5 diseases 36359016 Biomolecules 2022
10 81.4 1860 Cdataset Drug, Disease Drug: SMILES, Disease: MeSH EMPHCN (Enhanced Message Passing and Hypergraph Convolutional Networks) Graph Convolutional Network (GCN) Drug Disease Association (DDA) https://github.com/hwh7301/EMPHCN Case studies Breast carcinoma NA NA NA Top 10 drugs 36359016 Biomolecules 2022
11 80.6 895 Cdataset 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
11 80.6 895 Cdataset 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
11 80.6 895 Cdataset 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
11 80.6 895 Cdataset 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
11 80.6 895 Cdataset 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
11 80.6 895 Cdataset 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
12 80.4 1670 Cdataset 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
12 80.4 1670 Cdataset 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
13 79.8 486 Cdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms DRRS (Drug Repositioning Recommendation System) Singular Value Thresholding (SVT) Drug Disease Association (DDA) NA Case studies NA NA Prednisolone NA Top 5 diseases 29365057 Bioinformatics 2018
13 79.8 486 Cdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms DRRS (Drug Repositioning Recommendation System) Singular Value Thresholding (SVT) Drug Disease Association (DDA) NA Case studies NA NA Paclitaxel NA Top 5 diseases 29365057 Bioinformatics 2018
13 79.8 486 Cdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms DRRS (Drug Repositioning Recommendation System) Singular Value Thresholding (SVT) Drug Disease Association (DDA) NA Case studies NA NA Zoledronic acid NA Top 5 diseases 29365057 Bioinformatics 2018
13 79.8 486 Cdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms DRRS (Drug Repositioning Recommendation System) Singular Value Thresholding (SVT) Drug Disease Association (DDA) NA Case studies NA NA Risperidone NA Top 5 diseases 29365057 Bioinformatics 2018
14 79.3 2179 Cdataset Drug, Disease, Target Drug: SMILES, Target: Sequence, Disease: MesH SiSGC (Simplifying Graph Convolution) CatBoost Drug Disease Association (DDA) https://github.com/MrPhil/SiSGC Case studies Breast neoplasms NA NA NA Top 20 drugs 38103039 J Chem Inf Model 2024
15 78.1 2203 Cdataset Drug, Disease Chemical, Pharmacological, Therapeutic, Phenotypic, Genetic, Environment properties WMAGT Graph Convolutional Network,Graph Transformer,Neural Collaborative Filtering,Multilayer Perceptron Drug Disease Association (DDA) https://github.com/ShiHHe/WMAGT Case studies Parkinson’s Disease (PD) NA NA NA Top 10 drugs 38378479 BMC Bioinformatics 2024
16 78 1644 Cdataset Drug, Disease Drug: Chemical structure, Disease: MeSH NMF-DR (Non-negative Matrix Factorization Drug Repurposing) Non-negative Matrix Factorization (NMF) Drug Disease Association (DDA) https://github.com/sshaghayeghs/NMF-DR Case studies Breast cancer NA NA NA Top 5 drugs 34875000 Bioinformatics 2022
17 77.7 2133 Cdataset 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
17 77.7 2133 Cdataset 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
18 77.35 1367 Cdataset Drug, Disease Drug: SMILES, Disease: Phenotype DDIPred Deep gated recurrent units model Drug Disease Association (DDA) https://github.com/haichengyi/DDIPre Case studies NA NA Dexamethasone NA Top 15 diseases 34074242 BMC Bioinformatics 2021
18 77.35 1367 Cdataset Drug, Disease Drug: SMILES, Disease: Phenotype DDIPred Deep gated recurrent units model Drug Disease Association (DDA) https://github.com/haichengyi/DDIPre Case studies NA NA Zoledronic acid NA Top 10 diseases 34074242 BMC Bioinformatics 2021
19 77.25 739 Cdataset Drug, Disease Drug: Fingerprint, Diseases: MeSH terms GIPAE (Gaussian interaction profile kernel and autoencoder) Deep Autoencoder,Support Vector Machine (SVM) Drug Disease Association (DDA) https://github.com/HanJingJiang/GIPAE Case studies Alzheimer's Disease (AD) NA NA NA Top 20 drug 31534955 Biomed Res Int 2019
19 77.25 739 Cdataset Drug, Disease Drug: Fingerprint, Diseases: MeSH terms GIPAE (Gaussian interaction profile kernel and autoencoder) Deep Autoencoder,Support Vector Machine (SVM) Drug Disease Association (DDA) https://github.com/HanJingJiang/GIPAE Case studies Obesity NA NA NA Top 20 drug 31534955 Biomed Res Int 2019
20 76.8 720 Cdataset Drug, Disease NA BNNR (Bounded Nuclear Norm Regularization) Matrix Completion Drug Disease Association (DDA) https://github.com/BioinformaticsCSU/BNNR Case studies NA NA Amantadine NA Top 5 diseases 31510658 Bioinformatics 2019
20 76.8 1532 Cdataset Drug, Disease Drug: Chemical structure, Disease: MeSH LMFDA Inductive matrix Drug Disease Association (DDA) https://github.com/hupengwei/LMFDA_Dataset Case studies Type 2 Diabetes Mellitus (T2DM) NA NA NA Top 10 drugs 34736437 BMC Med Inform Decis Mak 2021
20 76.8 720 Cdataset Drug, Disease NA BNNR (Bounded Nuclear Norm Regularization) Matrix Completion Drug Disease Association (DDA) https://github.com/BioinformaticsCSU/BNNR Case studies NA NA Flecainide NA Top 5 diseases 31510658 Bioinformatics 2019
20 76.8 720 Cdataset Drug, Disease NA BNNR (Bounded Nuclear Norm Regularization) Matrix Completion Drug Disease Association (DDA) https://github.com/BioinformaticsCSU/BNNR Case studies NA NA Levodopa NA Top 5 diseases 31510658 Bioinformatics 2019
20 76.8 1532 Cdataset Drug, Disease Drug: Chemical structure, Disease: MeSH LMFDA Inductive matrix Drug Disease Association (DDA) https://github.com/hupengwei/LMFDA_Dataset Case studies Ischemic stroke NA NA NA Top 10 drugs 34736437 BMC Med Inform Decis Mak 2021
20 76.8 720 Cdataset Drug, Disease NA BNNR (Bounded Nuclear Norm Regularization) Matrix Completion Drug Disease Association (DDA) https://github.com/BioinformaticsCSU/BNNR Case studies NA NA Doxorubicin NA Top 5 diseases 31510658 Bioinformatics 2019
21 76.425 2070 Cdataset 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
22 76 320 Cdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms TP-NRWRH Random Walk with Restart (RWR) Drug Disease Association (DDA) https://github.com/td1799/TP-NRWRH Case studies Alzheimer's Disease (AD) NA NA NA Top 10 drugs 28155639 BMC Bioinformatics 2016
23 75 2066 Cdataset Drug, Disease Drug: SMILES, Disease: the medical description information SSLDR Matrix Factorization Drug Disease Association (DDA) NA Case studies NA NA Doxorubicin, Gemcitabine, Vincristine NA Top 5 diseases 37028367 IEEE/ACM Trans Comput Biol Bioinform 2023
24 70.4 1866 Cdataset Drug, Disease, Target Drug: SMILES, Disease: MeSH, Target: sequence DDAGDL Geometric Deep Learning (GDL),XGBoost Drug Disease Association (DDA) https://github.com/stevejobws/DDAGDL Case studies Alzheimer's Disease (AD) NA NA NA Top 10 drugs 36125202 Brief Bioinform 2022
24 70.4 1866 Cdataset Drug, Disease, Target Drug: SMILES, Disease: MeSH, Target: sequence DDAGDL Geometric Deep Learning (GDL),XGBoost Drug Disease Association (DDA) https://github.com/stevejobws/DDAGDL Case studies Breast cancer NA NA NA Top 10 drugs 36125202 Brief Bioinform 2022
25 67 1937 Cdataset Drug, Disease Drug: SMILES, Disease: the medical description PUON Matrix Factorization Drug Disease Association (DDA) NA Case studies NA Doxorubicin, Gemcitabine, Vincristine, Methotrexate, Risperidone NA NA Top 5 diseases 36197871 IEEE/ACM Trans Comput Biol Bioinform 2023
26 66.4 1990 Cdataset 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
27 62.5 736 Cdataset Drug, Disease Drug: SMILES, Diseases: MeSH terms ANMF Additional Neural Matrix Factorization Drug Disease Association (DDA) https://github.com/MortySn/ANMF NA NA NA NA NA NA 31412762 BMC Bioinformatics 2019
28 58.5 1132 Cdataset Drug, Disease Drug: SMILES, Disease: medical description data HAMN (Hybrid Attentional Memory Network) Collaborative Filtering,Autoencoder Drug Disease Association (DDA) NA NA NA NA NA NA NA 33297947 BMC Bioinformatics 2020
29 44 1886 Cdataset Drug, Disease NA NMFDR (Neural Metric Factorization model for computational Drug Repositioning) Matrix Factorization Drug Disease Association (DDA) NA NA NA NA NA NA NA 35061591 IEEE/ACM Trans Comput Biol Bioinform 2023
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