Artificial intelligence

Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening

Author(s): Sergey N. Makarov, Ara Nazarian, Gregory M. Noetscher, Ziming Zhang, Johnathan W. Adams
Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening 412 281 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

Objective: There is an unmet need for quick, physically small, and cost-effective office-based techniques that can measure bone properties without the use of ionizing radiation. Methods: The present study reports…

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Convex Representations Using Deep Archetypal Analysis for Predicting Glaucoma

Author(s): Anshul Thakur, Michael Goldbaum, Siamak Yousefi
Convex Representations Using Deep Archetypal Analysis for Predicting Glaucoma 1274 419 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

The purpose of this study was to identify clinically relevant patterns of glaucomatous vision loss through convex representation to predict glaucoma several years prior to disease onset. Methods: We developed…

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Mastication Evaluation with Unsupervised Learning: Using an Inertial Sensor-Based System

Mastication Evaluation with Unsupervised Learning: Using an Inertial Sensor-Based System

Author(s): Caroline Lucena, Marcelo Lacerda, Rafael Caldas, Fernando B. De Lima Neto, Diego Rativa
Mastication Evaluation with Unsupervised Learning: Using an Inertial Sensor-Based System 780 622 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

     Abstract There is a direct relationship between the prevalence of musculoskeletal disorders of the temporomandibular joint and orofacial disorders. A well-elaborated analysis of the jaw movements provides relevant information…

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