The search result for the key word "Special studies"

A total of 20 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 74.9 1623 NA Drug Drug: chemical structures, Target: protein sequence DOTA (Drug repositioning approach using Optimal Transport for Alzheimer's disease) Deep Autoencoder (Multi-modal,Wasserstein variational) Drug Disease Association (DDA) https://github.com/fawer/DOTA Special studies Alzheimer's Disease (AD) NA NA NA Top 20 drugs 35204697 Biomolecules 2022
2 73.7 1366 NA Drug, Target Molecular descriptors NA Random Forest (RF) Drug Disease Association (DDA) https://github.com/sblab/DTN Special studies Hyperlipidemia NA NA NA Top 9 drugs 34030115 Comput Biol Chem 2021
3 72.95 2134 External Set-2 Drug Drug: SMILES NA Graph Attention Network (GAT),Graph Isomorphism Network (GIN) Drug Target binding Affinity (DTA) NA Special studies COVID-19 SARS-CoV-2 main protease (Mpro) NA NA Top 10 drugs 37960886 J Chem Inf Model 2023
3 72.95 2134 DRH Drug Drug: SMILES NA Graph Attention Network (GAT),Graph Isomorphism Network (GIN) Drug Target binding Affinity (DTA) NA Special studies COVID-19 SARS-CoV-2 main protease (Mpro) NA NA Top 10 drugs 37960886 J Chem Inf Model 2023
3 72.95 2134 NA Drug Drug: SMILES NA Graph Attention Network (GAT),Graph Isomorphism Network (GIN) Drug Target binding Affinity (DTA) NA Special studies COVID-19 SARS-CoV-2 main protease (Mpro) NA NA Top 10 drugs 37960886 J Chem Inf Model 2023
3 72.95 2134 External Set-1 Drug Drug: SMILES NA Graph Attention Network (GAT),Graph Isomorphism Network (GIN) Drug Target binding Affinity (DTA) NA Special studies COVID-19 SARS-CoV-2 main protease (Mpro) NA NA Top 10 drugs 37960886 J Chem Inf Model 2023
4 69.8 2160 DrugRepV Drug Drug: SMILES, Anti-Dengue Support Vector Machine (SVM),Artificial Neural Network (ANN),k-Nearest Neighbor (kNN),Random Forest (RF) Drug Disease Association (DDA) NA Special studies Dengue NA NA NA Top 25 drugs 38257744 Viruses 2023
5 69.4 1769 NA Drug, Target, Pathway NA MSDF-CNN Graph Convolutional Network (GCN) Drug Target Interaction (DTI) https://github.com/lemonfino/MSDF-CNN Special studies Parkinson’s Disease (PD) HTR2A NA NA Top 10 drugs 35897954 Molecules 2022
6 68.5 672 NA Gene, Celllines NA NA Deep neural Network (DNN),Support Vector Machine (SVM),Random Forest (RF),Gradient Boosted Machine with trees (GBM),logistic regression with elastic net regularization (EN) Drug Disease Association (DDA) NA Special studies Depressive Disorder NA NA NA Top 8 drugs 30010603 IEEE J Biomed Health Inform 2019
6 68.5 672 NA Gene, Celllines NA NA Deep neural Network (DNN),Support Vector Machine (SVM),Random Forest (RF),Gradient Boosted Machine with trees (GBM),logistic regression with elastic net regularization (EN) Drug Disease Association (DDA) NA Special studies Schizophrenia NA NA NA Top 8 drugs 30010603 IEEE J Biomed Health Inform 2019
7 68.2 192 NA Drug, Disease Disease: Phenotypic terms PhenoPredict The iterative network-based ranking algorithm Drug Disease Association (DDA) NA Special studies Schizophrenia NA NA NA Top 20 drugs 26151312 J Biomed Inform 2015
8 67.8 2015 NA Drug, Gene NA DTSEA (Drug Target Set Enrichment Analysis) Random Walk with Restart (RWR) Drug Disease Association (DDA) https://github.com/hanjunwei-lab/DTSEAData Special studies COVID-19 NA NA NA Top 10 drugs 37105108 Comput Biol Med 2023
9 66.8 2181 BindingDB Drug, Target Drug: SMILES NA Extra tree classifier (ETC) Drug Target Interaction (DTI) NA Special studies NA Epidermal Growth Factor Receptor (EGFR) NA NA Top 9 drugs 38000720 Eur J Pharmacol 2024
10 64.8 1814 NA Drug, chemical NA NA Knowledge Graph Embedding Drug Disease Association (DDA) NA Special studies Alzheimer's Disease (AD) NA NA NA Top 10 drugs 36180861 BMC Bioinformatics 2022
11 64.6 2116 NA Drug Drug: SMILES NA Graph Convolutional Network (GCN),XGBoost Drug Target Interaction (DTI) NA Special studies Parkinson’s Disease (PD) PINK1 (Phosphatase and Tensin homologue-induced kinase 1) NA NA Top 22 drugs 37544165 Comput Methods Programs Biomed 2023
12 58.9 1260 NA Subject, object, predicate NA LBD Knowledge Graph Completion Drug Disease Association (DDA) https://github.com/kilicogluh/lbd-covid Special studies COVID-19 NA NA NA 5 drugs 33571675 J Biomed Inform 2021
13 58.5 1322 NA Drug, Gene NA NA Deep Autoencoder,XGBoost Drug Target Interaction (DTI) https://github.com/tsjshg/ai-drug-dev Special studies Alzheimer's Disease (AD) NA NA NA Top 20 drugs 33941241 Alzheimers Res Ther 2021
14 55.4 1915 NA Drug, Gene NA NA Random Walk with Restart (RWR) Drug Disease Association (DDA) NA Special studies Non-Small Cell Lung Cancer (NSCLC) NA NA NA Top 11 drugs 36768566 Int J Mol Sci 2023
14 55.4 1915 NA Drug, Gene NA NA Random Walk with Restart (RWR) Drug Disease Association (DDA) NA Special studies Colorectal Cancer NA NA NA Top 9 drugs 36768566 Int J Mol Sci 2023
15 38.4 1444 CAS Biomedical Knowledge Graph(COVID-19) Disease, Gene, Pathway, Virus, Side-effect, Clinical Trial, Small molecule, Molecular Function NA NA A computer algorithm-driven drug-ranking method Drug Disease Association (DDA) NA Special studies COVID-19 NA NA NA Top 50 drugs 34297570 J Chem Inf Model 2021
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