A model that captures heart sounds can say a lot about our cardiovascular health!
Apple insists that heart care begins on the wrist, in a clear allusion to the benefits of using the Apple Watch to detect anomalies in the parameters measured by the device, related to this aspect. And he is not wrong. The smartwatch with the apple logo has saved lives around the world, thanks to this and other functions, but its potential is much greater. Apple has developed a machine learning algorithm capable of detecting heart murmurs with greater than 95% accuracy with the Apple Watch.
What are heart murmurs and how does the Apple Watch detect them?
Heart murmurs are abnormal noises that occur when blood flows through the heart valves.. Although many murmurs are harmless, some can indicate serious heart problems.
Until now, The detection of murmurs has required careful auscultation by a doctor using a stethoscope, followed by complementary tests such as echocardiograms and electrocardiograms.. This process can be subjective and requires a health professional.
The multi-task learning model (2dCNN-MTL) developed by Apple uses Apple Watch’s built-in microphone to capture heart sounds and, through a sophisticated machine learning algorithm, analyze these sounds for patterns indicating the presence of a murmur.
This approach is not only more precise than traditional auscultation, but also allows users to continuously track their heart health from the comfort of their home. Although it does not replace medical consultation.
Benefits of early detection of heart murmurs
Early detection of heart murmurs is key to preventing serious complications. Early diagnosis can help specialists implement timely treatments and improve patients’ prognosis. Furthermore, the ability to Continuously monitoring heart health allows patients and their doctors to make more informed decisions about their treatment.
The Apple Watch’s ability to detect heart murmurs represents a significant advance in the field of digital health. This technology has the potential to transform the way we diagnose and treat heart disease, with timely warning. The Apple Watch has established itself as a useful tool in the detection and treatment of cardiovascular diseases, which at first glance are asymptomatic. But, The ability to detect heart murmurs would make it an invaluable ally for health.
Although still More research is needed to fully validate this technologythe preliminary results are very promising. As technology advances, we can expect the Apple Watch and other wearable devices to play an increasingly important role in promoting health.
The Apple Watch is a complete health device that allows us to perform a large number of tests such as measuring heart rate, performing an electrocardiogram, the results of which allow us to detect anomalies such as atrial fibrillation.
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Source: ipadizate.com
