Flame: an open source framework for model development, hosting, and usage in production environments

Table 1 Examples of ML/DL applications in biomedical research

ML application	Brief explanation	References
Drug discovery	Identification of new bioactive compounds	[8,9,10]
Toxicity prediction	Identify hazardous substances	[11,12,13]
Precision medicine	Personalize medical treatment to patient idiosyncrasy	[14]
Imaging diagnostics	Identification of abnormalities from imaging	[15, 16]

ISSN: 1758-2946