The search result for the key word "Breast neoplasms"

A total of 10 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 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
1 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
2 82.7 1848 NA Drug, Disease, Target, Gene, Pathway Drug: SMILES, Disease: MeSH REDDA (Relations-Enhanced Drug-Disease Association prediction) Heterogeneous Graph Convolutional Network (HGCN) Drug Disease Association (DDA) https://github.com/gu-yaowen/REDDA Case studies Breast neoplasms NA NA NA Top 10 drugs 36182762 Comput Biol Med 2022
2 82.7 1848 Bdataset Drug, Disease, Target Drug: SMILES, Disease: MeSH REDDA (Relations-Enhanced Drug-Disease Association prediction) Heterogeneous Graph Convolutional Network (HGCN) Drug Disease Association (DDA) https://github.com/gu-yaowen/REDDA Case studies Breast neoplasms NA NA NA Top 10 drugs 36182762 Comput Biol Med 2022
3 79.3 2179 Fdataset 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
3 79.3 2179 Bdataset 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
3 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
4 78.3 1615 NA Drug, Disease, Target Drug: SMILES, Disease: MeSH HINGRL Random Forest (RF) Drug Disease Association (DDA) https://github.com/stevejobws/HINGRL Case studies Breast neoplasms NA NA NA Top 10 drugs 34891172 Brief Bioinform 2022
4 78.3 1615 Fdataset Drug, Disease Drug: SMILES, Disease: MeSH HINGRL Random Forest (RF) Drug Disease Association (DDA) https://github.com/stevejobws/HINGRL Case studies Breast neoplasms NA NA NA Top 10 drugs 34891172 Brief Bioinform 2022
5 72.6 1614 DrugBank Drug Drug: enzymes, side effects, substructures and targets GCNMK Graph Convolutional Network with multi-kernel (GCNMK) Drug Drug Interaction (DDI) NA Case studies Breast neoplasms NA NA NA Top 10 drugs 34864856 Brief Bioinform 2022
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