Dermatologist-level detection of suspicious pigmented skin lesions from high-resolution full-body images
Award last edited on: 10/20/21

Sponsored Program
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Principal Investigator
Davood Tashayyod

Company Information

Lumo Imaging LLC

155 Gibbs Street Suite 530
Rockville, MD 20850
   (215) 895-5849

Research Institution

Johns Hopkins University - Baltimore

Phase I

Contract Number: 2127051
Start Date: 8/1/21    Completed: 7/31/22
Phase I year
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The broader impact/commercial potential of this Small Business Technology Transfer Program (STTR) Phase I project is to improve outcomes in dermatology and enable improved clinical care in the absence of specialists. The proposed technology enables cost-effective screening for cancer, psoriasis, atopic dermatitis, and other inflammatory skin conditions. In the United States, psoriasis affects about 8 million people while about 31.6 million people in the United States have some form of eczema, including atopic dermatitis. The proposed system generates a highly magnified image of the skin for analysis by a clinician or an artificial-intelligence based automated system. This Small Business Technology Transfer Program (STTR) Phase I project integrates several subsystems: 1) a scanner and software to capture and reconstruct super high-resolution (dermatoscope level) model of the entire skin surface of patients in a matter of minutes; 2) a multispectral illumination system to provide more information than currently available from a typical white-light systems, potentially leading to superior sensitivity and specify in lesion detection and classification; and 3) a system to find and classify lesions automatically from high-resolution images. This system advances the automated classification of images beyond those filtered previously by a clinician. Moreover, the system's UV illuminations system potentially can be used in a photodynamic treatment regimen. This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

Phase II

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Start Date: 00/00/00    Completed: 00/00/00
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