Cardiac Hospital Thesis

The ability to monitor therapeutic efficacy can help the rescuer to optimise performance.A decision support system involving ECG signal analysis to extract descriptive features has been investigated for these purposes in earlier work.In our experiments we demonstrate that performance both in outcome prediction and monitoring is better when the analysis is based on combined rather than one-dimensional features.

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Killing an average of 46,272 to 60,417 Filipinos per year.

In 2012, CVD cases experienced a skyrocket where there is an increase of 37.9%. Due to the burden of CVD in the country, the Philippine Heart Center (PHC) has strategize to plant Regional Heart Centers all over the country.

This thesis focuses on signal analysis of electrocardiograms (ECG) from out-of-hospital cardiac arrested patients.

The application of such methods may eventually contribute in guiding therapy towards improved survival rates which in general are dismally low, but varies among different ambulance systems depending on time from arrest to first electrical defibrillation given to the patient.

Sixty-day readmission rates were higher for non-participants but not statistically significant.

Cardiac Hospital Thesis

One hundred eighty-day readmission rates were significantly higher for non-participants than participants (p = .014).Detailed information on how Wiley uses cookies can be found in our Privacy Policy.With the increase in computational power, deep learning algorithms have become an active field of research over the last 7 years.Predictors for readmission and STO were varied, based on timeframe.Being smoke-free, non-hypertensive, married, and not having a myocardial infarction (MI) at admission were significant predictors for enrolling in CR.One of the possible reasons for this is that a large part of the valuable therapy time is wasted in futile attempts to restart the heart by electrical defibrillations.Using this time to provide precordial compressions and ventilations to establish and keep up an artificial supply of oxygenated blood would serve the patient better.CR appears to decrease the likelihood for readmission at 180 days.STO rates were higher at 180 days for CR participants, perhaps indicating a need for increased monitoring without rehospitalization.These data-driven machine learning algorithms have produced good results in many applications, image analysis being one of them.Today, many image analysis tasks in the medical field are done manually, taking valuable time and effort from professionals.


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