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...
However, studies have shown significant inaccuracies of this method and limitations of computerized ECG interpretation [12]. Thus, despite attempts to improve the accuracies of automated ECG interpretation techniques, the final ECG interpretation still requires a physician re-read. Furthermore, the ...
For example, the typical 12-lead ECG system only shows 12 time series data points with the rough direction for each potential recording; therefore, it is difficult to locate the anatomical location of abnormalities. It will be very helpful if we could directly see the heart’s potential and ...
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. ...
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 ...
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 ...
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 ...
The processing and classification of large amounts of data allowed by ML lead to extraordinary interpretations and unique predictions in the study with optical biosensors. In this work, optical biosensors assisted by ML for virus detection are proposed, specifically for SARS-CoV-2. By applying diffe...
The uplink (UL) throughput prediction is indispensable for a sustainable and reliable cellular network due to the enormous amounts of mobile data used by interconnecting devices, cloud services, and social media. Therefore, network service providers implement highly complex mobile network systems with ...