The search result for the key word "Davis"

A total of 16 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 80.7 1994 Davis Drug, Target Drug: SMILES, Target: the amino acid sequences MSGNN-DTA Graph Neural Network (GNN) Drug Target binding Affinity (DTA) https://github.com/songxuanmo/MSGNN-DTA Case studies NA Epidermal Growth Factor Receptor (EGFR) NA NA Top 11 drugs 37176031 Int J Mol Sci 2023
2 77.875 2079 Davis Drug, Target Drug: SMILES, Target: the amino acid sequences MULGA (Multi-view Learning and Graph Autoencoder framework) Multi-view Learning and Graph Autoencoder (GAE) Drug Target Interaction (DTI) https://github.com/jianiM/MULGA Case studies COVID-19 Spike glycoprotein NA NA Top 20 drugs 37610353 Bioinformatics 2023
3 76.5 1776 Davis Drug, Target Drug: SMILES, Target: the amino acid sequences DeepFusion Graph Convolutional Network (GCN),Transformer Drug Target Interaction (DTI) NA Case studies NA NA NA Drug target interaction Top 14 predictions 35219861 Methods 2022
4 76.3 2145 Davis Drug, Target Drug: SMILES, Target: The amino acid Sequence. MdDTI Multi Layer Perception (MLP) Drug Target Interaction (DTI) https://github.com/lhhu1999/MdDTI Case studies COVID-19 SARS-CoV-2 3C-like protease NA NA Top 5 drugs 37844375 Comput Biol Chem 2023
5 76 2093 Davis Drug, Target Drug: SMILES, Target: the amino acid sequences DGDTA Graph Attention Network (GAT),Graph Convolutional Network (GCN),Bidirectional Long Short-Term Memory (Bi-LSTM),Multilayer Convolutional Network Drug Target binding Affinity (DTA) https://github.com/luojunwei/DGDTA Case studies NA Receptor Tyrosine Kinases (RTKs) NA NA Top 1 drug 37777712 BMC Bioinformatics 2023
6 73.2 1981 Davis Drug, Target Drug: SMILES, Target: the amino acid sequences GIFDTI Convolutional Neural Network (CNN),Transformer Drug Target Interaction (DTI) https://github.com/zhaoqichang/GIFDTI Case studies NA Epidermal Growth Factor Receptor (EGFR) NA NA Top 20 drugs 36445997 IEEE/ACM Trans Comput Biol Bioinform 2023
6 73.2 1981 Davis Drug, Target Drug: SMILES, Target: the amino acid sequences GIFDTI Convolutional Neural Network (CNN),Transformer Drug Target Interaction (DTI) https://github.com/zhaoqichang/GIFDTI Case studies NA NA Fludiazepam NA Top 20 targets 36445997 IEEE/ACM Trans Comput Biol Bioinform 2023
7 60.0875 2176 Davis Drug, Target Target: 20D Vector, Drug: SMILES geNnius (Graph Embedding Neural Network Interaction Uncovering System) Graph Neural Network (GNN) Drug Target Interaction (DTI) https://github.com/ubioinformat/GeNNius NA NA NA NA NA NA 38134424 Bioinformatics 2024
8 60 2001 Davis Drug, Target NA BindingSite-AugmentedDTA Graph Neural Network (GNN) Drug Target binding Affinity (DTA) https://github.com/yazdanimehdi/BindingSite-AugmentedDTA Case studies COVID-19 SARS-CoV-2 (3C-like protease, RNA-dependent RNA polymerase(RdRp), helicase, Spike/ACE2 complex） NA NA Top 10 drugs 37096593 Brief Bioinform 2023
9 57 2144 Davis Drug, Target Drug: SMILES, Target: The amino acid Sequence. TeM-DTBA (Time-efficient Multimodal Drug Target Binding Affinity) Multi Layer Perception (MLP) Drug Target binding Affinity (DTA) https://github.com/hkmztrk/DeepDTA/tree/master/data. NA NA NA NA NA NA 37777631 J Comput Aided Mol Des 2023
10 55 1674 Davis Drug, Target Drug: SMILES, Target: the amino acid sequences Affinity2Vec XGBoost Drug Target binding Affinity (DTA) https://github.com/MahaThafar/Affinity2Vec NA NA NA NA NA NA 35306525 Sci Rep 2022
11 52.75 1659 Davis Drug, Target Drug: SMILES, Target: the amino acid sequences GEFA (Graph Early Fusion Affinity) Graph Convolutional Network (GCN) Drug Target binding Affinity (DTA) https://github.com/ngminhtri0394/GEFA NA NA NA NA NA NA 34197324 IEEE/ACM Trans Comput Biol Bioinform 2022
12 51.5 1838 Davis Drug, Target Drug: SMILES, Target: the amino acid sequences DeepLPI Convolutional Neural Network (CNN),Bidirectional Long Short-Term Memory (Bi-LSTM) Drug Target Interaction (DTI) https://github.com/David-BominWei/DeepLPI NA NA NA NA NA NA 36307509 Sci Rep 2022
13 51 1678 Davis Drug, Target Drug: 2D chemical structure, Target: sequence NerLTR-DTA Learning To Rank (LTR) Drug Target binding Affinity (DTA) https://github.com/RUXIAOQING964914140/NerLTR-DTA NA NA NA NA NA NA 35134828 Bioinformatics 2022
14 50 1343 Davis Drug, Target Drug: (the atom symbol, the number of adjacent atoms, the number of adjacent hydrogens, the implicit value of the atom, and whether the atom is in an aromatic structure), Target: (ASCII character string) GraphDTA Graph Neural Network (GNN) Drug Target binding Affinity (DTA) https://github.com/thinng/GraphDTA NA NA NA NA NA NA 33119053 Bioinformatics 2021
15 49 1834 Davis Drug, Target Drug: SMILES, Target: the amino acid sequences ICAN (Interpretable Cross-Attention Network) Convolutional Neural Network (CNN) Drug Target Interaction (DTI) https://github.com/kuratahiroyuki/ICAN NA NA NA NA NA NA 36279284 PLoS One 2022
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