Morphological profiling for drug discovery in the era of deep learning.
Qiaosi TangRanjala RatnayakeGustavo de M. SeabraZhe JiangRuogu FangLina CuiYousong DingTamer KahveciJiang BianChenglong LiHendrik LueschYanjun LiPublished in: Briefings Bioinform. (2024)
Keyphrases
- deep learning
- drug discovery
- unsupervised learning
- pharmaceutical industry
- machine learning
- virtual screening
- early stage
- weakly supervised
- scientific data
- biological systems
- data mining
- discovery process
- mental models
- multiscale
- knowledge discovery
- semi supervised
- object recognition
- systems biology
- bayesian networks