IEEE Journal of Translational Engineering in Health and Medicine

Articles, Published Articles
Accuracy of the Apple Watch 4 to Measure Heart Rate in Patients with Atrial Fibrillation
Wearable wrist-monitors offer an unobtrusive way to acquire heart rate data in an efficient manner. Previous work in this field has focused on studying healthy subjects during exercise but has yet to assess the efficacy of these devices in patients... Read more
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Clinical Documents Clustering Based on Medication/Symptom Names Using Multi-View Nonnegative Matrix Factorization
Clinical documents are rich free-text data sources containing valuable medication and symptom information, which have a great potential to improve health care. In this paper, we build an integrating system for extracting medication names and symptom names from clinical notes.... Read more
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A Novel Computerized Tool to Stratify Risk in Carotid Atherosclerosis Using Kinematic Features of the Arterial Wall
Gastounioti, S. Makrodimitris, S. Golemati, N. P. E. Kadoglou, C. D. Liapis, and K. S. Nikita In this paper, we address valid risk stratification for carotid atherosclerosis, which is a crucial public health challenge with major effects for both patient safety... Read more
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Cross-Comparison of Three Electromyogram Decomposition Algorithms Assessed With Experimental and Simulated Data
Abstract The reliability of clinical and scientific information provided by algorithms that automatically decompose the electromyogram (EMG) depends on the algorithms’ accuracies. We used experimental and simulated data to assess the agreement and accuracy of three publicly available decomposition algorithms—EMGlab (McGill... Read more