Table 1.

Selected reviews of DL in pharmacologic research

Year	Topics	References
General DL and bioinformatics
2015	DL fundamentals	[19]
2016	DL in bioinformatics	[146]
2016	DL in computational biology	[38]
DNA/RNA sequence analyses
2018	Genetic variations and regulatory networks	[40]
2019	Genetic variations on gene regulatory mechanisms	[147]
Pharmacology and healthcare
2018	DL for healthcare	[39]
2018	Genetic variations, patient stratification by medical records and drug target discovery	[148]
2019	ML and DL for drug discovery	[149]
Chemoinformatics for drug design
2016	ML and DL studies on various pharmaceutical topics (solubility, toxicity, etc.)	[73]
2018	DL models for drug design	[74]
2018	Chemical descriptors and tools/databases	[76]
2018	Chemical fingerprints and descriptors for drug design	[75]