Can I read ACTMED: Adaptive Clinical Test Selection on EtoBox?
ACTMED: Adaptive Clinical Test Selection by Madhav Chinta is a document available to read on EtoBox.
What is ACTMED: Adaptive Clinical Test Selection about?
The document presents ACTMED, a diagnostic framework that integrates Bayesian Experimental Design with large language models to enhance clinical diagnosis by selecting tests that reduce diagnostic uncertainty. It addresses the limitations of current machine learning approaches by allowing for dynamic, resource-aware decision-making, thus improving diagnostic accuracy and efficiency. The framework has been validated on real-world datasets, demonstrating its potential to optimize test selection and align with
- Author
- Madhav Chinta
- Language
- EN