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Discover 11,146 clinical trials near San Diego, California. Find research studies in your area.
Showing 6401-6420 of 11,146 trials
NCT03662802
Identifying the correct arrhythmia at the time of a clinic event including cardiac arrest is of high priority to patients, healthcare organizations, and to public health. Recent developments in artificial intelligence and machine learning are providing new opportunities to rapidly and accurately diagnose cardiac arrhythmias and for how new mobile health and cardiac telemetry devices are used in patient care. The current investigation aims to validate a new artificial intelligence statistical approach called 'convolution neural network classifier' and its performance to different arrhythmias diagnosed on 12-lead ECGs and single-lead Holter/event monitoring. These arrhythmias include; atrial fibrillation, supraventricular tachycardia, AV-block, asystole, ventricular tachycardia and ventricular fibrillation, and will be benchmarked to the American Heart Association performance criteria (95% one-sided confidence interval of 67-92% based on arrhythmia type). In order to do so, the study approach is to create a large ECG database of de-identified raw ECG data, and to train the neural network on the ECG data in order to improve the diagnostic accuracy.
NCT02144142
Unlike healthy control skin, the skin of patients with atopic dermatitis (AD) is frequently colonized by Staphylococcus aureus (S. aureus), putting these patients at increased risk of S. aureus skin infections. In addition, research in the investigator's lab has shown that these patients have fewer protective Staphylococcal species such as Staphylococcus epidermidis (S. epidermidis) that are known to produce antimicrobial peptides that play a role in protecting the skin from invading pathogens. In this study, the study team will attempt to decrease S. aureus colonization and increase colonization by protective Staph species in AD patients by first culturing the bacteria on subjects' lesional AD skin. The study team will selectively grow the subject's protective Staph colonies and place them into a moisturizer. The first part of the study will determine the half-life of the bacteria-containing moisturizer. The bacteria-containing moisturizer will be applied to a subject's arm, and the subject will return at four different time points over the next three days for skin swabs of the arm that will be used to determine the amount and type of bacteria on the arm at those time points. In the second part of the study, the subject will apply moisturizer containing his own antimicrobial bacteria to one of his arms for a total of 6 times at a frequency determined by the half-life, which will be computed at the end of the first part of this experiment. The subject will return prior to the 7th application time point for skin swabs of the arm to ensure that there are still viable bacteria from the moisturizer present on the arm. In the third part of the study, each subject will receive both moisturizer as well as moisturizer plus his own antimicrobial bacteria. The subject will apply the moisturizer to one arm and the moisturizer plus bacteria to the other arm daily for a total of 15 days. Subjects will return to the clinic every 5 days for skin swabs and clinical evaluations. If the moisturizer containing bacteria is able to decrease the S. aureus colonization on subject's arms, the study team hypothesizes that subjects will have improvement of their AD symptoms.