The search result for the key word "Breast Cancer"

A total of 24 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 82.1 1842 Gdataset 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
1 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
1 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
2 80.4 1670 Fdataset 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
2 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
2 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
3 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
3 78 1644 Fdataset 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
3 78 1644 TL-HBGI 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
3 78 1644 DrugNet 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
4 77.7 2133 Fdataset 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
4 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
4 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
5 76.1 1487 NA Drug, Gene NA GraphRepur Graph Neural Network (GNN) Drug Disease Association (DDA) https://github.com/cckamy/GraphRepur Case studies Breast cancer NA NA NA Top 30 drugs 33739367 Bioinformatics 2021
6 74.3 694 NA Drug, Target Drug: Chemical structure, Target: target sequence LASSO Deep Neural Network (DNN) Drug Target Interaction (DTI) NA Case studies Breast Cancer NA NA NA Top 5 drugs 30939415 Comput Biol Chem 2019
7 72.1 2022 KEGG Drug, Disease, Gene, Pathway Drug: ATC, Disease: MeSH DREAMwalk Multi-layer random walk Drug Disease Association (DDA) https://github.com/eugenebang/DREAMwalk Case studies Breast cancer NA NA NA Top 10 drugs 37322032 Nat Commun 2023
7 72.1 2022 Multi-scale interactome (MSI) network Drug, Disease, Gene Drug: ATC, Disease: MeSH DREAMwalk Multi-layer random walk Drug Disease Association (DDA) https://github.com/eugenebang/DREAMwalk Case studies Breast cancer NA NA NA Top 10 drugs 37322032 Nat Commun 2023
7 72.1 2022 HetioNet Drug, Disease, Gene, Pathway Drug: ATC, Disease: MeSH DREAMwalk Multi-layer random walk Drug Disease Association (DDA) https://github.com/eugenebang/DREAMwalk Case studies Breast cancer NA NA NA Top 10 drugs 37322032 Nat Commun 2023
8 71.7 771 Fdataset Drug, Disease Drug: SMILES, Proten: the amino acid sequence, Diseases: MeSH terms RWHNDR (Random Walk on a Heterogeneous Network for Drug Repositioning) Random Walk Drug Disease Association (DDA) NA Case studies Breast cancer NA NA NA Top 5 drugs 29994051 IEEE/ACM Trans Comput Biol Bioinform 2019
9 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
9 70.4 1866 Fdataset 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
9 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
10 59.7 1140 NA Chemical molecules, Gene, Gene expression profiles NA MNBDR (Module Network Ba​​sed Drug Repositioning）LINC1000,Cmap Random Walk Drug Disease Association (DDA) https://github.com/nbnbhwyy/MNBDR Case studies Breast cancer NA NA NA NA 33375395 Genes (Basel) 2020
10 59.7 1140 Golden standard Drug, Disease NA MNBDR (Module Network Ba​​sed Drug Repositioning）LINC1000,Cmap Random Walk Drug Disease Association (DDA) https://github.com/nbnbhwyy/MNBDR Case studies Breast cancer NA NA NA NA 33375395 Genes (Basel) 2020
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