SkinIQ: Precision Diagnostics of Melanoma w/ Mobile Imaging & Deep Learning (UC Santa Barbara)

Facebook
Twitter
LinkedIn

Big Ideas LogoSkinIQ is developing a mobile software platform and algorithm for the long-term surveillance and diagnosis of potentially cancerous skin lesions. At the moment, even the best methods of diagnosis still lack the sensitivity and specificity needed to accurately classify and distinguish one type of skin lesion from another. Furthermore, there has yet to be a widely accepted tool that connects patients across the world to their own general practitioners and dermatologists in a cost effective and innovative way. SkinIQ solves this problem using a proprietary deep-learning algorithm trained on thousands of images that tracks and tags dangerous skin lesions for doctors and patients. Additionally, SkinIQ uses non-invasive molecular profiling to sequence moles that have been tagged as concerning. SkinIQ hopes to provide a highly accurate diagnostic tool and platform that will decrease discrepancies in the diagnosis of melanoma and pervasive skin diseases.

More Winners

Highland Health Advocates

We believe all humans have the right to health and wellbeing regardless of socioeconomic status. The roots of good health must begin long before the

Read More »

CA$HFLOW

CA$HFLOW from Big Ideas @ Berkeley on Vimeo. To combat increasing student debt from rising tuition fees by bringing financial literacy to high schools. CA$HFLOW’s

Read More »

Sign UP (UC Berkeley)

Today, a deaf person cannot reliably connect with 99% of the people around him or her. The few interactions between deaf and hearing people are

Read More »

Artists in Residents

Based out of The Suitcase Clinic, Artists in Residents provides a meaningful and enriching artistic outlet to Berkeley’s homeless residents, allowing participants the opportunity to

Read More »

© 2021 Blum Center for Developing Economies

Design by Joseph Kim