ai4clinic: Bridging AI and Clinical Practice in Cancer Research
Project description
ai4clinic is a Python package designed to enhance the practical use of drug response prediction (DRP) models in clinical settings. It addresses key challenges such as model generalization to new patient scenarios and aligning model evaluations with clinical needs.
Key Features:
- Implement robust data splitting strategies
- Measure performance metrics per drug and within sensitive ranges
- Generate visualizations to illustrate model performance
This package is ideal for researchers in computational biology and medicine, aiming to translate AI advancements into clinical applications.
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