Medical and Health Sciences

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Browsing Medical and Health Sciences by Subject "Big Data"

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    Generating Heterogeneous Big Data Set for Healthcare and Telemedicine Research Based on ECG, Spo2, Blood Pressure Sensors, and Text Inputs: Data set classified, Analyzed, Organized, And Presented in Excel File Format
    (Mendeley Data, 2023-01-23) Al-Obidi, Omar; Salman, Omar; Abdul Latiff, Nurul Mu.; Ariffin, Sharifah
    Heterogenous Big dataset is presented in this proposed work: electrocardiogram (ECG) signal, blood pressure signal, oxygen saturation (SpO2) signal, and the text input. This work is an extension version for our relevant formulating of dataset that presented in [1] and a trustworthy and relevant medical dataset library (PhysioNet [2]) was used to acquire these signals. The dataset includes medical features from heterogenous sources (sensory data and non-sensory). Firstly, ECG sensor’s signals which contains QRS width, ST elevation, peak numbers, and cycle interval. Secondly: SpO2 level from SpO2 sensor’s signals. Third, blood pressure sensors’ signals which contain high (systolic) and low (diastolic) values and finally text input which consider non-sensory data. The text inputs were formulated based on doctors diagnosing procedures for heart chronic diseases. Python software environment was used, and the simulated big data is presented along with analyses.