Research
Health 0.0

Health 0.0
Publication Research

Near-infrared imaging for detecting caries and structural deformities in teeth

K. Angelino, D. A. Edlund, P. Shah. Near-Infrared Imaging for Detecting Caries and Structural Deformities in Teeth. Journal of Translational Engineering in Health and Medicine. 10.1109/JTEHM.2017.2695194
Publication Research

Convolutional neural network for combined classification of fluorescent biomarkers and expert annotations using white light images

G. Yauney, K. Angelino, D. A. Edlund, P. Shah. "Convolutional Neural Network for Combined Classification of Fluorescent Biomarkers and Expert Annotations using White Light Images." 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering. 2017. DOI: 10.1109/BIBE.2017.00-37
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

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

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...
Publication Research

Technology-enabled examinations evaluated jointly with routine health screenings: an observational study at the 2015 Kumbh Mela in India

P. Shah*, G. Yauney*, O. Gupta, V. Patalano II, M. Mohit, R. Merchant, SV Subramanian. "Technology-enabled examinations of cardiac rhythm, optic nerve, oral health, tympanic membrane, gait and coordination evaluated jointly with routine health screenings: an observational study at the 2015 Kumbh Mela in India." BMJ Open 2018;8:e018774. DOI: 10.1136/bmjopen-2017-018774 * Equal contribution.
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

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

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

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...
Publication Research

Near-infrared transillumination guides administration of dental 2D radiography and CBCT imaging

K. Angelino, D. A. Edlund, G. Bhatia, S. Wu, P. Shah. "Near-Infrared Transillumination Guides Administration of Dental 2D Radiography and CBCT Imaging." 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering. 2017. DOI: 10.1109/BIBE.2017.00-33
Publication Research

Design and preliminary evaluation of a wearable device for mass-screening of sleep apnea

R. S. Puri, A. G. Athanassiadis, N. Gill, S. S. Sathya, G. Rathod, A. Wahi, G. Satat, M. Majmudar, P. Shah. "Design and preliminary evaluation of a wearable device for mass-screening of sleep apnea." 2016 IEEE 38th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC). pp. 1870-1873. IEEE, 2016. DOI: 10.1109/EMBC.2016.7591085
Publication Research

Automated segmentation of gingival diseases from oral images

A. Rana, G. Yauney, L. C. Wong, O. Gupta, A. Muftu, P. Shah. "Automated segmentation of gingival diseases from oral images." 2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT). IEEE. 2017. DOI: 10.1109/HIC.2017.8227605
Publication Research

Clinical validation and assessment of a modular fluorescent imaging system and algorithm for detection and quantification of dental plaque

K. Angelino*, P. Shah*, D. Edlund, M. Mohit, G. Yauney. "Clinical validation and assessment of a modular fluorescent imaging system and algorithm for rapid detection and quantification of dental plaque." BMC Oral Health 17.1: 162. 2017. DOI: 10.1186/s12903-017-0472-4