Disrupting The Drug Development Process Using Multi-Modal Deep Learning and Patient-on-a-Chip Platform
MBZUAI · Notable
Summary
Shahar Harel, Head of AI at Quris, presented a BIO-AI approach to drug safety assessment using a 'patient-on-a-chip' platform. This platform simulates the human body and generates high-frequency microscopy and biochemical data on drug interactions, considering patient genomics and ethnicity. The data is used to train multimodal deep learning models to predict drug safety and provide patient-specific recommendations. Why it matters: This approach offers a potential alternative to animal models, promising faster and more personalized drug development while reducing safety concerns.
Keywords
drug development · AI · patient-on-a-chip · deep learning · drug safety
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