maintains the PMP exam. The certification measures a candidate’s project management expertise by validating skills and knowledge required to plan, execute, budget, and lead a technology project. Eligible candidates must have five years of project...
Such contextual significance meant that the letterAmight differ for two different sets of “A”-labeled images in potentially contradictory ways. This might appear to be a wildly idiosyncratic way of identifying anything—whether letters, EKGs, faces, fingerprints, or cats—hopelessly sensitive to th...
It also uses electrodes which place at specific locations on the chest to measure and record electrical activities of the heart. Of the studies we included in the ECG data category, most studies used a standard 12-lead ECG, while fewer leads (single, 2, or 4 leads) are also observed. ...
The ECG recording configuration used for driving fatigue detection in this study is a modified lead-I ECG with two electrodes placed at the second intercostal space. In the preprocessing stage, we applied three types of resampling methods—no resampling, resampling only, and resampling with ...
Electroencephalography (EEG or EKG), electrocardiography (ECG), electrodermal activity (EDA), galvanic skin response (GSR), and electromyography (EMG) signals are the most common physiological signals that can be used to measure emotions. The next section will discuss in more detail the inference ...
However, it would be very inconvenient if the 12-lead ECG electrodes were attached to the driver’s body in the vehicle to monitor the driver’s heart disease. Such a multi-lead ECG measurement is necessary for the accurate assessment of cardiac rhythm, but its usage is limited to long-...
They used data augmentation techniques and preprocessing to reduce the computational burden and for baseline artifact removal. They evaluated their method on the 12-lead of the PTB-XL database on the five superclasses and obtained an overall accuracy of 85.65%. Zhang et al. [13] presented a ...
Upon filtering for outliers, we differentiated and located the different types of rhythms within each EKG to better understand which sections of R-R intervals corresponded to certain types of heartbeat rhythms. The pie charts in Figure 5 depict the proportion of Normal, AFib, and Other rhythms ...
A different method was used in another study by [79] to identify AF. The analysis of ECG data from portable devices was the study’s main objective. Independent of ECG lead location, a wide range of discriminative features was examined, including features from several domains like time, freque...
Stroke is an emergency in which delays in treatment can lead to significant loss of neurological function and be fatal. Technologies that increase the speed and accuracy of stroke diagnosis or assist in post-stroke rehabilitation can improve patient outc