The search result for the key word "Bdataset"

A total of 8 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 86.05 2168 Bdataset Drug, Disease, Target Drug: SMILES, Disease: MesH, Target: Sequence HMLKGAT Graph Attention Network (The principle of three degrees influence),Multi-Kernel Learning Method (Gaussian kernel function,Cosine similarity function),Neural network Drug Disease Association (DDA) https://github.com/LDD-0914/HMLKGAT.git Case studies NA NA NA Drug disease interaction Top 5 diseases 38051617 IEEE/ACM Trans Comput Biol Bioinform 2024
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 NA NA Dexamethasone NA Top 10 diseases 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 NA NA Ifosfamide NA Top 10 diseases 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
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 Brain neoplasms NA NA NA Top 10 drugs 36182762 Comput Biol Med 2022
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
4 70.4 1866 Bdataset 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
4 70.4 1866 Bdataset 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
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