Gynecology | Medical Imaging | Obstetrics Vision-based detection and quantification of maternal sleeping position in the third trimester of pregnancy in the home setting-Building the dataset and model. October 3, 2023
Neurology | Speech Pathology Video-Based Facial Movement Analysis in the Assessment of Bulbar Amyotrophic Lateral Sclerosis: Clinical Validation. November 11, 2022
Neurology | Speech Pathology | Telehealth Reliability of Automatic Computer Vision-Based Assessment of Orofacial Kinematics for Telehealth Applications. October 29, 2022
Artificial Intelligence in Healthcare | Respiratory Medicine | Sleep Medicine Noncontact Sleep Monitoring With Infrared Video Data to Estimate Sleep Apnea Severity and Distinguish Between Positional and Nonpositional Sleep Apnea: Model Development and Experimental Validation. November 1, 2021
Biomedical Engineering | Geriatrics | Physical Therapy Concurrent validity of human pose tracking in video for measuring gait parameters in older adults: a preliminary analysis with multiple trackers, viewing angles, and walking directions. September 16, 2021
Geriatrics | Nursing Unobtrusive Pain Monitoring in Older Adults with Dementia using Pairwise and Contrastive Training. December 18, 2020
Computer Science | Sleep Medicine Distinguishing Obstructive Versus Central Apneas in Infrared Video of Sleep Using Deep Learning: Validation Study. May 22, 2020
Digital Health | Medical Education | Surgery Evaluation of Deep Learning Models for Identifying Surgical Actions and Measuring Performance. March 31, 2020
Machine Learning | Respiratory Medicine | Sleep Medicine Sleep Apnea Severity Estimation from Respiratory Related Movements Using Deep Learning. January 17, 2020
Computer Science | Movement Disorders | Neurology Vision-based assessment of parkinsonism and levodopa-induced dyskinesia with pose estimation. December 7, 2018
Neurology Automated vision-based analysis of levodopa-induced dyskinesia with deep learning. December 2, 2018