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Blog - Emotient

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By Marian S. Bartlett
| emotient.com
by Emotient Editor | Jul 2, 2015 | Facial Coding, TechnologyWe asked Ken Denman, our CEO, to help us understand the importance of the patent recently awarded to Emotient for “Collection of Machine Learning Training Data for Expression Recognition,” and the implications for using micro-expression analytics in medical and consumer applications.
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Automated Assessment of Children’s Postoperative Pain Using Computer Vision

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By Matthew Goodwin, Karan Sikka, Alex A. Ahmed, Damaris Diaz, Marian S. Bartlett, Kenneth Craig
| Pediatrics Verified
BACKGROUND: Current pain assessment methods in youth are suboptimal and vulnerable to bias and underrecognition of clinical pain. Facial expressions are a sensitive, specific biomarker of the presence and severity of pain, and computer vision (CV) and machine-learning (ML) techniques enable reliable, valid measurement of pain-related facial expressions from video. We developed and evaluated a CVML approach to measure pain-related facial expressions for automated pain assessment in youth.
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