Deep learning approaches for seizure video analysis: A review
Seizure events can manifest as transient disruptions in the control of movements which may
be organized in distinct behavioral sequences, accompanied or not by other observable …
be organized in distinct behavioral sequences, accompanied or not by other observable …
Markerless human pose estimation for biomedical applications: a survey
Markerless Human Pose Estimation (HPE) proved its potential to support decision making
and assessment in many fields of application. HPE is often preferred to traditional marker …
and assessment in many fields of application. HPE is often preferred to traditional marker …
Assessing physical abilities of sarcopenia patients using gait analysis and smart insole for development of digital biomarker
S Kim, S Park, S Lee, SH Seo, HS Kim, Y Cha… - Scientific Reports, 2023 - nature.com
The aim of this study is to compare variable importance across multiple measurement tools,
and to use smart insole and artificial intelligence (AI) gait analysis to create variables that …
and to use smart insole and artificial intelligence (AI) gait analysis to create variables that …
Unified end-to-end YOLOv5-HR-TCM framework for automatic 2D/3D human pose estimation for real-time applications
Three-dimensional human pose estimation is widely applied in sports, robotics, and
healthcare. In the past five years, the number of CNN-based studies for 3D human pose …
healthcare. In the past five years, the number of CNN-based studies for 3D human pose …
Clinical gait analysis using video-based pose estimation: multiple perspectives, clinical populations, and measuring change
J Stenum, MM Hsu, AY Pantelyat… - PLOS Digital …, 2024 - journals.plos.org
Gait dysfunction is common in many clinical populations and often has a profound and
deleterious impact on independence and quality of life. Gait analysis is a foundational …
deleterious impact on independence and quality of life. Gait analysis is a foundational …
Computer vision-based assessment of autistic children: Analyzing interactions, emotions, human pose, and life skills
In this paper, the proposed work implements and tests the computer vision applications to
perform the skill and emotion assessment of children with Autism Spectrum Disorder (ASD) …
perform the skill and emotion assessment of children with Autism Spectrum Disorder (ASD) …
Accuracy of video-based gait analysis using pose estimation during treadmill walking versus overground walking in persons after stroke
Objective Video-based pose estimation is an emerging technology that shows significant
promise for improving clinical gait analysis by enabling quantitative movement analysis with …
promise for improving clinical gait analysis by enabling quantitative movement analysis with …
Enabling gait analysis in the telemedicine practice through portable and accurate 3D human pose estimation
Human pose estimation (HPE) through deep learning-based software applications is a trend
topic for markerless motion analysis. Thanks to the accuracy of the state-of-the-art …
topic for markerless motion analysis. Thanks to the accuracy of the state-of-the-art …
Discovering individual-specific gait signatures from data-driven models of neuromechanical dynamics
Locomotion results from the interactions of highly nonlinear neural and biomechanical
dynamics. Accordingly, understanding gait dynamics across behavioral conditions and …
dynamics. Accordingly, understanding gait dynamics across behavioral conditions and …
Opportunities for improving motor assessment and rehabilitation after stroke by leveraging video-based pose estimation
Stroke is a leading cause of long-term disability in adults in the United States. As the
healthcare system moves further into an era of digital medicine and remote monitoring …
healthcare system moves further into an era of digital medicine and remote monitoring …