Foundation Models for Personalized Healthcare: A Multimodal Approach
By: Anna Petrova, Dmytro Kovalenko, Olena Lysenko, Sergii Tkachenko, Victoria Bondar
Published: 2026-01-18
View on arXiv →#cs.AI
Abstract
This paper introduces a novel framework utilizing multimodal foundation models to create highly personalized healthcare solutions. It integrates patient data from various sources including genomics, electronic health records, and wearable sensors to predict disease progression and optimize treatment plans. The real-world application potential is significant, enabling proactive and individualized medical care.