Infant Motor Screening via Parent-Led Video: Using a Machine Learning Regression-Derived AIMS Salient Set

Video Transcoding Using Machine Learning

Video feedback in parent-infant treatments.

Video feedback has been integrated into several therapeutic approaches as a way of engaging parents to focus on interactive behavior to reinforce positive interactions and to identify areas of noncontingent behavior. This article reviews the technical and theoretical contributions of the most important video feedback-based interventions that are currently used with families that include young c...

Believable Visual Feedback in Motor Learning Using Occlusion-based Clipping in Video Mapping

Gait rehabilitation systems provide patients with guidance and feedback that assist them to better perform the rehabilitation tasks. Real-time feedback can guide users to correct their movements. Research has shown that the quality of feedback is crucial to enhance motor learning in physical rehabilitation. Common feedback systems based on virtual reality present interactive feedback in a monit...

A Machine Learning Approach to No-Reference Objective Video Quality Assessment for High Definition Resources

The video quality assessment must be adapted to the human visual system, which is why researchers have performed subjective viewing experiments in order to obtain the conditions of encoding of video systems to provide the best quality to the user. The objective of this study is to assess the video quality using image features extraction without using reference video. RMSE values and processing ...

Screening for Prediabetes Using Machine Learning Models

The global prevalence of diabetes is rapidly increasing. Studies support the necessity of screening and interventions for prediabetes, which could result in serious complications and diabetes. This study aimed at developing an intelligence-based screening model for prediabetes. Data from the Korean National Health and Nutrition Examination Survey (KNHANES) were used, excluding subjects with dia...