Project Research

Near-Infrared Transillumination Guides Administration of Dental 2D Radiography and Cone Beam Computed Tomography Imaging

Two-dimensional radiographs are commonly used for evaluating sub-surface hard structures of teeth, but they have low sensitivity for earl...
Project Research

Technology-Enabled Mobile Phone Screenings Augment Routine Primary Care

We have developed a new process to screen patients at the point-of-care with FDA-approved technology-enabled mobile health screenings (TE...
Project Research

Biomarker Imaging with Mobile Phones

We built a low-cost and open source 405 nm imaging device to capture red fluorescence signatures associated with the oral biomarker porph...
Project Research

At-Home Sleep Apnea Screening

A large proportion of the American population currently suffers from sleep disorders. Among them are patients with obstructive sleep apne...
Project Research

Machine Learning from Biomarker Signatures and Correlation to Systemic Health Conditions

Imaging fluorescent disease biomarkers in tissues and skin is a non-invasive method to screen for health conditions. We report an automat...
Project Research

Machine Learning and Automated Segmentation of Oral Diseases Using Biomarker Images

We report a novel method that processes biomarker images collected at the point of care and uses machine learning algorithms to provide a...
Project Research

Machine Learning for Combined Classification of Fluorescent Biomarkers and Expert Annotations Using White Light Images

Biomarker imaging provides non-invasive indicators of disease and is used by human experts to augment disease diagnosis. It is, however, ...
Project Research

Near-Infrared Imaging for Detecting Dental Caries

Two-dimensional radiographs are commonly used for evaluating sub-surface hard structures of teeth, but they have low sensitivity for earl...