【】

The Apple 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.。

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.。
Thanks for signing up! 。
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 。
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.。
Maybe smartwatches aren't so useless after all.。
相关文章
Visualizing July's astounding global temperature records
July set a rare temperature record during a year that is featuring off the charts warmth. The month2025-03-13- 中超標王詳解任意球神技秘訣:每次訓練後加練10-15分鍾_斯坦丘_比賽_外援www.ty42.com 日期:2022-06-07 19:01:00| 評論(已有346338條評論)2025-03-13
- 什麽水平?石柯無人幹擾停球十米以外_山東泰山_卡蘭加得_對陣www.ty42.com 日期:2022-06-08 19:01:00| 評論(已有346486條評論)2025-03-13
- 打花了!吳少聰染紅斯坦丘任意球雙響 三鎮暫5-0廣州隊_助理裁判_下場_禁區www.ty42.com 日期:2022-06-07 19:01:00| 評論(已有346334條評論)2025-03-13
Nancy Pelosi warns colleagues after info hacked
House Minority Leader Nancy Pelosi warned fellow Democrats on Saturday to change their cellphone num2025-03-13- 石柯蹬踏多拉多被直紅罰下 泰山連續兩輪染紅_比賽_紅牌_黃牌www.ty42.com 日期:2022-06-08 19:01:00| 評論(已有346487條評論)2025-03-13
最新评论