Search Results - "Goodman, Garrett"

Toward Sensor-Based Sleep Monitoring with Electrodermal Activity Measures by Romine, William, Banerjee, Tanvi, Goodman, Garrett

“…We use self-report and electrodermal activity (EDA) wearable sensor data from 77 nights of sleep of six participants to test the efficacy of EDA data for sleep…”
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Caregiver Assessment Using Smart Gaming Technology: A Feasibility Study by Goodman, Garrett, Banerjee, Tanvi, Romine, William, Shimizu, Cogan, Hughes, Jennifer

“…As pre-diagnostic technologies are becoming increasingly accessible, using them to improve the quality of care available to dementia patients and their…”
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Development of a Daily Use Caregiver Sleep Survey (DUCSS): A Mixed-Method Design by Hughes, Jennifer Christine, Romine, William, Banerjee, Tanvi, Goodman, Garrett, Edwards, Abby, Hughes, John Gregory, Lawhorne, Larry

“…Dementia caregiving is associated with depression, stress, and sleep disturbance. A daily use caregiver sleep survey (DUCSS) was developed to evaluate…”
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A Usability Analysis on the Development of Caregiver Assessment Using Serious Gaming Technology (CAST) Version 2.0: A Research Update by Hughes, Jennifer C., Evans, JoAnna, Goodman, Garrett, Oliver, Alexandrea, Banerjee, Tanvi, Hughes, John G., Lawhorne, Larry

“…The COVID-19 pandemic has increased isolation of caregivers making the development of an in-home assessment tool timely. This study examined the usability of…”
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A Preliminary Qualitative Analysis on the Feasibility of Using Gaming Technology in Caregiver Assessment by Hughes, Jennifer C., Banerjee, Tanvi, Goodman, Garrett, Lawhorne, Larry

“…This exploratory qualitative study examined the feasibility of utilizing gaming technology that will ultimately assess task performance and stress among…”
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Predicting the Change in State of the Human Heart Based on Synthetic Heart Chamber Volume Data by Goodman, Garrett, Bourbakis, Nikolaos

“…Cardiovascular Disease (CVD) is one of the most detrimental health issues the world experiences each year. Approximately 647,000 people die from CVD each year…”
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A Wearable Ultrasound Methodology for Creating a Real Time Near 3D Model of the Heart by Goodman, Garrett, Bourbakis, Nikolaos

“…Cardiovascular health is among one of the most important areas of the medical field today. Approximately 2,303 Americans die from cardiovascular disease (CVD)…”
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Towards a Masked Face Recognition Algorithm: A Novel Rule Based Hybrid Algorithm by Alexiou, Michail, Ktistakis, Iosif Papadakis, Goodman, Garrett

“…The recent SARS-CoV-2 virus global spread and the Covid-19 pandemic that resulted from that has increased the focus on hygienic and contactless safety…”
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Smart Shoes for Temporal Identification and Corrections to Assist People with Abnormal Walking Patterns by Sudharshan, Johnson, Goodman, Garrett, Bourbakis, Nikolaos

“…Arthritis is a very common medical issue which describes joint pain or joint disease. The most common type, being Osteoarthritis, is due to the cartilage in a…”
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Towards Complex Regional Pain Syndrome (CRPS) Monitoring and Management Using an AI Powered Mobile Application by Loncala, Julia, Irvin, Madeline, Globis, Alyson, Harvat, Katie, Seitz, Mason, Goodman, Garrett

“…Complex Regional Pain Syndrome (CRPS), also known as the suicide disease according to the Reflex Sympathetic Dystrophy Syndrome Association (RSDSA) affects…”
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Toward Sensor-based Sleep Monitoring with Electrodermal Activity Measures by Romine, William, Banerjee, Tanvi, Goodman, Garrett

“…Sensors 2019, 19(6), 1417 We use self-report and electrodermal activity (EDA) wearable sensor data from 77 nights of sleep on six participants to test the…”
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Verum Fitness: An AI Powered Mobile Fitness Safety and Improvement Application by Flores, Asia, Hall, Brandon, Carter, Luke, Lanum, Maxwell, Narahari, Rishi, Goodman, Garrett

“…At home fitness has rapidly risen recently due to the COVID-19 pandemic and stay-at-home-orders. This also produced a large set of first time users of gym…”
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Constrained State-Preserved Extreme Learning Machine by Goodman, Garrett, Shimizu, Cogan, Papadakis Ktistakis, Iosif

“…Reducing the training time for neural networks is a primary focus of research in the field of machine learning. Currently, the Levenberg-Marquardt (LM) method…”
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Methods for Prediction Optimization of the Constrained State-Preserved Extreme Learning Machine by Goodman, Garrett, Hirt, Quinn, Shimizu, Cogan, Ktistakis, Iosif Papadakis, Alamaniotis, Miltiadis, Bourbakis, Nikolaos

“…Finding the maximum testing accuracy in Machine Learning has been the goal since its conception. From this goal, neural networks have been the primary source…”
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Caregiver Assessment Using Smart Gaming Technology: A Preliminary Approach by Goodman, Garrett, Banerjee, Tanvi, Romine, William, Shimizu, Cogan, Hughes, Jennifer

“…As pre-diagnostic technologies are becoming increasingly accessible, using them to improve the quality of care available to dementia patients and their…”
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