Language-Assisted Deep Learning for Autistic Behaviors Recognition

no code implementations • 17 Nov 2022 • Andong Deng, Taojiannan Yang, Chen Chen, Qian Chen, Leslie Neely, Sakiko Oyama

In such cases, automatic recognition systems based on computer vision and machine learning (in particular deep learning) technology can alleviate this issue to a large extent.

Action Recognition Multimodal Deep Learning +1

AI-Augmented Behavior Analysis for Children with Developmental Disabilities: Building Towards Precision Treatment

no code implementations • 21 Feb 2021 • Shadi Ghafghazi, Amarie Carnett, Leslie Neely, Arun Das, Paul Rad

However, this process overburdens ABAs by requiring the clinicians to collect and analyze data, identify the problem behaviors, conduct pattern analysis to categorize and predict categorical outcomes, hypothesize responsiveness to treatments, and detect the effects of treatment plans.

Decision Making