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] |