The search result for the key word "PREDICT (Fdataset)"

A total of 12 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 85.4 815 PREDICT (Fdataset) 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
1 85.4 815 PREDICT (Fdataset) 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
1 85.4 815 PREDICT (Fdataset) 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
2 83.8 893 PREDICT (Fdataset) 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
2 83.8 893 PREDICT (Fdataset) 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
3 80.6 895 PREDICT (Fdataset) 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
3 80.6 895 PREDICT (Fdataset) 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
3 80.6 895 PREDICT (Fdataset) 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
3 80.6 895 PREDICT (Fdataset) 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
3 80.6 895 PREDICT (Fdataset) 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
3 80.6 895 PREDICT (Fdataset) 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 66.4 1990 PREDICT (Fdataset) 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
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