ECGs were taken from a difficult population as measured by ECG abnormalities, 197/233 abnormal, 11/233 borderline, 14/233 otherwise-normal and 11/233 normal. ECGs were processed with the Philips DXL algorithm and then in time order for each patient with the Philips serial comparison algorithm....
6 types of abnormalities in 12-lead ECG recordings, with F1 scores above 80% and specificity over 99%. These results indicate ECG analysis based on DNNs, previously studied in a single-lead setup, generalizes well to 12-lead exams, taking the technology closer to the standard clinical ...
By means of the IoT paradigm, the system assures remote assistance to the patient in order to limit the hospitalization only to borderline cases. The designed ECG system acquire and process the patient ECG signal able to give a reasonable diagnosis in the case of four common cardiac pathologies...
Maladaptive behaviors and interpersonal difficulties in patients with borderline personality disorder (BPD) seem connected to biased facial emotion processing. This bias is often accompanied by heightened amygdala activity in patients with BPD as compare
ECG's were recorded as either normal (using 2016 international criteria for athletes) or abnormal (specific abnormality was documented if present). Any definite abnormality by either reviewer was considered a positive ECG.Results: There were 49 patients with either confirmed positive or borderline ...