DRPMKB knowledgebase

The search result for the key word "Ldataset"

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	90.6	1539	Ldataset	Drug, Disease	Drug: SMILES, Disease: MeSH	DRHGCN (Drug Repositioning based on the Heterogeneous information fusion Graph Convolutional Network)	Graph Convolutional Network (GCN)	Drug Disease Association (DDA)	https://github.com/TheWall9/DRHGCN	Case studies	Alzheimer's disease (AD)	NA	NA	NA	Top 10 drugs	34378011	Brief Bioinform	2021
1	90.6	1539	Ldataset	Drug, Disease	Drug: SMILES, Disease: MeSH	DRHGCN (Drug Repositioning based on the Heterogeneous information fusion Graph Convolutional Network)	Graph Convolutional Network (GCN)	Drug Disease Association (DDA)	https://github.com/TheWall9/DRHGCN	Case studies	Parkinson’s Disease (PD)	NA	NA	NA	Top 10 drugs	34378011	Brief Bioinform	2021
2	81.9	2175	Ldataset	Drug, Disease	Drug: 2D chemical fingerprints, Diseases: The semantic similarity of disease phenotypes	AdaDR (Adaptive Graph Convolutional Networks for Drug Repositioning)	Adaptive Graph Convolutional Network (AGCN)	Drug Disease Association (DDA)	https://github.com/xinliangSun/AdaDR	Case studies	Breast carcinoma	NA	NA	NA	Top 5 drugs	38070161	Bioinformatics	2024
2	81.9	2175	Ldataset	Drug, Disease	Drug: 2D chemical fingerprints, Diseases: The semantic similarity of disease phenotypes	AdaDR (Adaptive Graph Convolutional Networks for Drug Repositioning)	Adaptive Graph Convolutional Network (AGCN)	Drug Disease Association (DDA)	https://github.com/xinliangSun/AdaDR	Case studies	Alzheimer's Disease (AD)	NA	NA	NA	Top 5 drugs	38070161	Bioinformatics	2024
3	67	1937	Ldataset	Drug, Disease	Drug: SMILES, Disease: the medical description	PUON	Matrix Factorization	Drug Disease Association (DDA)	NA	Case studies	NA	Doxorubicin, Gemcitabine, Vincristine, Methotrexate, Risperidone	NA	NA	Top 5 diseases	36197871	IEEE/ACM Trans Comput Biol Bioinform	2023