Redefining the Game: MVAE-DFDPnet's Low-Dimensional Embeddings for Superior Drug-Protein Interaction Predictions.
Liang-Yong XiaYu WuLongfei ZhaoLeying ChenShiyi ZhangMengdi WangJie LuoPublished in: IEEE J. Biomed. Health Informatics (2024)
Keyphrases
- low dimensional
- protein interaction
- high dimensional
- protein protein interactions
- dimensionality reduction
- manifold learning
- high dimensional data
- principal component analysis
- gene expression
- computational methods
- predicting protein
- euclidean space
- protein interaction networks
- data points
- biological systems
- gene ontology
- functional modules
- protein complexes
- binding sites
- microarray
- biological data
- high throughput
- statistical models
- complex systems
- wireless networks
- systems biology
- data management