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Digital biomarkers (DBMs) are a growing field and increasingly tested in thetherapeutic areas of psychiatric and neurodegenerative disorders. Meanwhile,isolated silos of knowledge of audiovisual DBMs use in industry, academia, andclinics hinder their widespread adoption in clinical research. How can we helpthese non-technical domain experts to explore audiovisual digital biomarkers?The use of open source software in biomedical research to extract patientbehavior changes is growing and inspiring a shift toward accessibility toaddress this problem. OpenDBM integrates several popular audio and visual opensource behavior extraction toolkits. We present a visual analysis tool as anextension of the growing open source software, OpenDBM, to promote the adoptionof audiovisual DBMs in basic and applied research. Our tool illustratespatterns in behavioral data while supporting interactive visual analysis of anysubset of derived or raw DBM variables extracted through OpenDBM.

Opening Access to Visual Exploration of Audiovisual Digital Biomarkers: an OpenDBM Analytics Tool