【Yaar Pyaar Gaddar (2024) EP 5-7 Hindi Web Series】

Source：Miracle Information Network Editor：Tech Time：2025-06-26 00:34:37

The Yaar Pyaar Gaddar (2024) EP 5-7 Hindi Web SeriesApple Watch could be used to detect a heart condition that causes over 100,000 strokes every year, according to a new study.

Heart health app Cardiogram and researchers from the University of California, San Francisco (UCSF) Cardiology Health eHeart project teamed up to take a closer look at just how effective the Watch can be at tracking the most clinically common heart abnormality, atrial fibrillation (AF).

The irregularity, which is treatable but tough to diagnose using current medical standard practices, is the leading cause of heart failure.

The mRhythm project that resulted from the pairing looked at the Apple Watch-sourced heart rate readings from 6,158 Cardiogram users. The data was then used to build an algorithm to detect the distinct heart rate variability pattern caused by AF.

SEE ALSO: Apple's new acquisition wants to watch you while you sleep (but not in a creepy way)

The team used an AI technique called semi-supervised deep learning to train a neural network to sift through the data to identify the heart rate irregularities. The method is similar to the recent work at Stanford that used an AI neural network to identify skin cancer, although that study depended on one of Google's image recognition algorithms, not an entirely new one.

After being trained, the research team's algorithm was able to detect atrial fibrillation accurately 97 percent of the time, which Cardiogram software engineer Avesh Singh claims beat existing methods of diagnosis in a blog post.

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The study's results were presented for the first time at the 2017 Heart Rhythm conference.

"The most promising finding of our study is proof that consumer-grade wearables can be used to detect disease," Singh wrote. "The future is bright here, and there are a few research directions that are particularly interesting to us."

We know the Apple Watch is an increasingly health and fitness focused device thanks to Tim Cook, but this is a whole new level of tracking prowess. While the Watch's sensors provide the means to collect the data, it's important to note it can only do so much. The real story is the algorithm and how it might potentially be used by medical professionals going forward.

Dr. Gregory M. Marcus, one of the study's lead researchers and director of clinical research for the Division of Cardiology at UCSF, made that abundantly clear in an emailed statement to Mashable.

"A lot of device companies market their sensors or trackers as means to enhance health," he wrote. "However, it’s important to emphasize that rigorous studies, involving major investments from those companies and meaningful involvement of clinicians and clinical researchers, is needed to obtain the kind of real 'outcomes data' that can convincingly demonstrate impacts on health."

So what's next? Singh imagines a new frontier in connected medicine, where the algorithm can be put to work to help Cardiogram detect AF in its users -- and then follow through in the treatment, too, guiding them through the process with smart notifications and continuous targeted monitoring.

"Using wearables, we can not only detect disease early, but can also guide patients down the road to recovery," he wrote.

Maybe smartwatches aren't so useless after all.

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【Yaar Pyaar Gaddar (2024) EP 5-7 Hindi Web Series】

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