Multimodal data integration to advance personalized medicine in lung cancer: An overview of DLIV study​

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Home breadcrumb-arrow Multimodal data integration to advance personalized medicine in lung cancer: An overview of DLIV study​

Over the last 20 years, targeted compounds have been proven effective for non-small cell lung cancer (NSCLC patients), but recent scientific breakthroughs have made immunotherapies a new pillar of cancer care. These recent advances, coupled with the avalanche of health data, have made it hard for medical professionals to identify the patient sub-groups that will benefit the most from immunotherapy, alone or in combination with chemotherapy, without experiencing significant side effects.​

By using deep learning and artificial intelligence frameworks to integrate multiple biomarkers, SOPHiA GENETICS’ DEEP-Lung-IV study (NCT04994795) aims to improve the accuracy of prognosis and first-line treatment planning. Join us to discover how this study is helping medical researchers integrate different health data modalities in a meaningful way, breaking through data silos and expanding the power and reach of collective intelligence in healthcare.​

As one of the Principal Investigators of the DEEP-Lung-IV Study (NCT04994795), Dr. Akerley will share his perspective on lung cancer care and his long-term vision for multimodal data integration in clinical routine.​

About DEEP-Lung-IV: DEEP-Lung-IV is a multicentric observational study leveraging the power of machine learning to integrate different data modalities and understand the prognosis and treatment responses of patients diagnosed with stage IV non-small cell lung cancer.​

Speakers

Jeff Gaudet, PhD
Medical Science Liaison, SOPHiA GENETICS​

Wallace L. Akerley, MD
Medical Oncologist, Huntsman Cancer Institute - University of Utah Hospital​

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