ML08: Harnessing Machine Learning for Personalized Treatments with Medical Devices

Music City Center 

This roundtable session will explore the transformative potential of machine learning and causal inference frameworks in personalizing treatment with medical devices, focusing on how these advanced methodologies can tailor interventions to individual patient needs. By integrating machine learning techniques, real-time data processing, and the causal inference framework, algorithms for medical devices can help physicians better understand and adapt to patient-specific factors, offering more precise, effective, and dynamic therapies.

Personalized Medicine

Precision Medicine

Medical Devices

Machine Learning

Deep Learning

Causal Inference 

Section on Medical Devices and Diagnostics