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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


Drug discovery

Identification of new bioactive compounds


Toxicity prediction

Identify hazardous substances


Precision medicine

Personalize medical treatment to patient idiosyncrasy


Imaging diagnostics

Identification of abnormalities from imaging

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