Improved Digital Therapy for Developmental Pediatrics Using Domain-Specific Artificial Intelligence: Machine Learning Study

• المؤلفون الرئيسيون: Peter Washington (مؤلف), Haik Kalantarian (مؤلف), John Kent (مؤلف), Arman Husic (مؤلف), Aaron Kline (مؤلف), Emilie Leblanc (مؤلف), Cathy Hou (مؤلف), Onur Cezmi Mutlu (مؤلف), Kaitlyn Dunlap (مؤلف), Yordan Penev (مؤلف), Maya Varma (مؤلف), Nate Tyler Stockham (مؤلف), Brianna Chrisman (مؤلف), Kelley Paskov (مؤلف), Min Woo Sun (مؤلف), Jae-Yoon Jung (مؤلف), Catalin Voss (مؤلف), Nick Haber (مؤلف), Dennis Paul Wall (مؤلف)
• التنسيق: كتاب
• منشور في: JMIR Publications, 2022-04-01T00:00:00Z.
• الموضوعات: article
• الوصول للمادة أونلاين: Connect to this object online.

BackgroundAutomated emotion classification could aid those who struggle to recognize emotions, including children with developmental behavioral conditions such as autism. However, most computer vision emotion recognition models are trained on adult emotion and therefore underperform when applied to...