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Assessment of spatiotemporal gait parameters using a deep learning algorithm-based markerless motion capture system.
Journal of biomechanics
Apr 18, 2021
Spatiotemporal parameters can characterize the gait patterns of individuals, allowing assessment of their health status and detection of clinically meaningful changes in their gait. Video-based markerless motion capture is a user-friendly, inexpensiv...
Classification Criteria for Varicella Zoster Virus Anterior Uveitis.
American journal of ophthalmology
Apr 15, 2021
PURPOSE: To determine classification criteria for varicella zoster virus (VZV) anterior uveitis.
Classification Criteria For Pars Planitis.
American journal of ophthalmology
Apr 15, 2021
PURPOSE: To determine classification criteria for pars planitis.
Classification Criteria for Spondyloarthritis/HLA-B27-Associated Anterior Uveitis.
American journal of ophthalmology
Apr 15, 2021
PURPOSE: The purpose of this study was to determine classification criteria for spondyloarthritis/HLA-B27-associated anterior uveitis DESIGN: Machine learning of cases with spondyloarthritis/HLA-B27-associated anterior uveitis and 8 other anterior uv...
FixationNet: Forecasting Eye Fixations in Task-Oriented Virtual Environments.
IEEE transactions on visualization and computer graphics
Apr 15, 2021
Human visual attention in immersive virtual reality (VR) is key for many important applications, such as content design, gaze-contingent rendering, or gaze-based interaction. However, prior works typically focused on free-viewing conditions that have...
Adaptive Weighting of Handcrafted Feature Losses for Facial Expression Recognition.
IEEE transactions on cybernetics
Apr 15, 2021
Due to the importance of facial expressions in human-machine interaction, a number of handcrafted features and deep neural networks have been developed for facial expression recognition. While a few studies have shown the similarity between the handc...
Machine Learning Applied to Clinical Laboratory Data in Spain for COVID-19 Outcome Prediction: Model Development and Validation.
Journal of medical Internet research
Apr 14, 2021
BACKGROUND: The COVID-19 pandemic is probably the greatest health catastrophe of the modern era. Spain's health care system has been exposed to uncontrollable numbers of patients over a short period, causing the system to collapse. Given that diagnos...
Accessory pathway analysis using a multimodal deep learning model.
Scientific reports
Apr 13, 2021
Cardiac accessory pathways (APs) in Wolff-Parkinson-White (WPW) syndrome are conventionally diagnosed with decision tree algorithms; however, there are problems with clinical usage. We assessed the efficacy of the artificial intelligence model using ...
Artificial intelligence for cellular phenotyping diagnosis of nasal polyps by whole-slide imaging.
EBioMedicine
Apr 12, 2021
BACKGROUND: artificial intelligence (AI) for cellular phenotyping diagnosis of nasal polyps by whole-slide imaging (WSI) is lacking. We aim to establish an AI chronic rhinosinusitis evaluation platform 2.0 (AICEP 2.0) to obtain the proportion of infl...
Intranasal vasopressin modulates resting state brain activity across multiple neural systems: Evidence from a brain imaging machine learning study.
Neuropharmacology
Apr 11, 2021
Arginine vasopressin (AVP), a neuropeptide with widespread receptors in brain regions important for socioemotional processing, is critical in regulating various mammalian social behavior and emotion. Although a growing body of task-based brain imagin...
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