IEEE Open Journal of Engineering in Medicine and Biology

Articles
COVID-19 Artificial Intelligence Diagnosis using only Cough Recordings
Abstract: Goal: We hypothesized that COVID-19 subjects, especially including asymptomatics, could be accurately discriminated only from a forced-cough cell phone recording using Artificial Intelligence. To train our MIT Open Voice model we built a data collection pipeline of COVID-19 cough recordings... Read more
Articles
Evaluation of the Vibe actigraph in patients with chronic obstructive pulmonary disease: A pilot study
Study objective: To validate the Vibe actigraph in assessing sleep-wake patterns compared to polysomnography (PSG) in patients with COPD. Methods: Nine stable COPD patients wore actigraphs while undergoing PSG. The correlation between total sleep time (TST), total sleep period (TSP),... Read more
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From Group-Level Statistics to Single-Subject Prediction: Machine Learning Detection of Concussion in Retired Athletes
         There has been increased effort to understand the neurophysiological effects of concussion aimed to move diagnosis and identification beyond current subjective behavioral assessments that suffer from poor sensitivity. Recent evidence suggests that event-related potentials (ERPs) measured with electroencephalography (EEG) are... Read more
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Analysis of the Spatial Sensitivity of Conductance / Admittance Catheter Ventricular Volume Estimation
Larson, E.R. ; Feldman, M.D. ; Valvano, J.W. ; Pearce, J.A. Volume: 60, Issue: 8, Page: 2316-2324 The Geselowitz relation is a volume-integral formulation of impedance measured between electrodes used to identify the most important influences on the measurement. Cross sectional plots of the formulation show the spatial distribution... Read more