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Table 1 Examples of ML/DL applications in biomedical research

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

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]