The search result for the key word "Dataset 1"

A total of 5 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 87.8 2207 Dataset 1 Drug, Disease Drug: SMILES, Disease: Mesh semantic DRDSA (Drug Repositioning Deep Sparse Autoencoder) Deep sparse autoencoder,Deep feedforward neural network Drug Disease Association (DDA) https://github.com/luckymengmeng/HDVD Case studies COVID-19 NA NA NA Top 10 drugs 38103130 Interdiscip Sci 2024
2 70.85 1798 dataset 1 Drug, Disease, Gene NA NEDNBI Network-Based Inference Drug Disease Association (DDA) https://github.com/Qli97/NEDNBI Case studies COVID-19 NA NA NA Top 20 drugs 35338586 Mol Inform 2022
3 64.5 968 Dataset 1 Drug, Disease, Target Drug: SMILES, Target: target sequence Disease: MeSH iDrug Matrix Completion Drug Target Interaction (DTI) https://github.com/Case-esaC/iDrug NA NA NA NA NA NA 32667925 PLoS Comput Biol 2020
4 53.5 475 Dataset 1 Drug, Disease Drug: drug substructures, target target functional domain and GO annotations, Diseases: MeSH terms DR2DI Regularized Kernel Classifier Drug Disease Association (DDA) https://github.com/huayu1111/DR2DI NA NA NA NA NA NA 29687309 J Comput Aided Mol Des 2018
5 48.35 1235 dataset 1 Drug, Target Drug: constitutional, topological, and geometrical descriptors; Target: amino acid, pseudo-amino acid, and CTD (composition, transition, distribution) descriptors DTI-SNNFRA Shared nearest neighbors and fuzzy-rough approximation Drug Target Interaction (DTI) NA NA NA NA NA NA NA 33606741 PLoS One 2021
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