Research collaboration
An academic pathway for translation
General Cognitive partners with academic researchers to move a published framework toward peer-reviewed validation — through shared study design, multimodal data, and responsible deployment.
Areas of collaboration
How we work with researchers
Study design
Co-design protocols that test which multimodal signals matter and how sensitively they track change.
Multimodal data
Collaborate on capture, harmonization, and analysis of cognitive, behavioral, neuromotor, and physiological signals.
Validation pathways
Work toward peer-reviewed evidence linking the Digital Neuro Fingerprint to validated clinical anchors.
Responsible deployment
Build with attention to equity, privacy, consent, and institutional review from the outset.
From framework to infrastructure
From framework to infrastructure
Dr. Ioannis Tarnanas and Dr. Azizi Seixas helped articulate a new model for precision neurology: a patient-specific Digital Neuro Fingerprint constructed from multimodal signals collected over time. At General Cognitive, they are working with the broader scientific, clinical, and engineering team to move that framework from publication into deployable measurement infrastructure.
Dr. Ioannis Tarnanas
Founding Board Member & Senior Advisor
Digital cognitive biomarkers & machine vision
Dr. Azizi Seixas
Scientific Advisor
Clinical science, informatics & health equity
Academic translation
Building a research relationship with the University of Miami
General Cognitive has executed a memorandum of understanding with the University of Miami to support a research relationship involving clinical infrastructure, faculty collaboration, and pathways toward peer-reviewed validation.
The relationship is growing through The Media and Innovation Lab, founded and directed by Dr. Azizi Seixas, with areas of collaboration centered on multimodal data, health informatics, study design, clinical translation, and responsible deployment.
All research, patient access, data use, and study activity remain subject to project-specific agreements, institutional approvals, privacy requirements, and IRB review.