Beacon enables at-home cognitive screening.

The only device to support self-measurement of the critical flicker frequency (CFF) digital biomarker.

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Person holding smartphone while looking at Beacon device

Device and app.

The Beacon device was developed and iterated on based on years of research.

Five Beacon device iterations with cardboard and plastic prototypes
Beacon device disassembled with components Optical Diffuser, LED Light Source, BLE Microcontroller, and Li-Po Battery

The Beacon device is used in conjunction with a smartphone app.

Screenshots of app showing Log in and connect to device, Measurement, and Survey and Result

Read the science.

Li, Richard, et al. "Deploying and Examining Beacon for At-Home Patient Self-Monitoring with Critical Flicker Frequency." Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. 2025.
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Vutien, Philip, et al. "Evaluating a Novel, Portable, Self-Administrable Device ("Beacon") that Measures Critical Flicker Frequency as a Test for Hepatic Encephalopathy." Official Journal of the American College of Gastroenterology. 2023.
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Karkar, Ravi, et al. "Beacon: Designing a Portable Device for Self-Administering a Measure of Critical Flicker Frequency." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 2018.
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Meet the team.

Richard Li

Richard Li, PhD

Postdoctoral Fellow in Computer Science & Engineering

University of Washington

Philip Vutien

Philip Vutien, MD, MS

Assistant Professor of Medicine

University of Washington

Sabrina Omer

Sabrina Omer, BS

Research Coordinator at C-LIFE

University of Washington

Michael Yacoub

Michael Yacoub, MS

Research Coordinator at C-LIFE

University of Washington

George Ioannou

George Ioannou, MD, MS

Director of Hepatology

Veteran Affairs Puget Sound

Professor of Medicine

University of Washington

Ravi Karkar

Ravi Karkar, PhD

Assistant Professor of Information and Computer Sciences

University of Massachusetts Amherst

Sean Munson

Sean Munson, PhD

Professor of Human Centered Design & Engineering

University of Washington

James Fogarty

James Fogarty, PhD

Professor of Computer Science & Engineering

University of Washington