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: CoRR (2023)
Keyphrases
- deep learning
- drug discovery
- unsupervised learning
- pharmaceutical industry
- machine learning
- early stage
- weakly supervised
- virtual screening
- mental models
- systems biology
- data mining tools
- multiscale
- scientific data
- biological systems
- discovery process
- markov random field
- data analysis
- high throughput
- information retrieval
- real world