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On a somewhat related note:

The Apple Watch gave me a false positive for atrial fibrillation. I was having premature ventricular contractions (PVCs), which are _generally_ benign as long as your heart has no structural abnormalities. Basically, your left ventricle contracts spontaneously on its own in beteeen regular beats, which throws off the timing of the next beat. The end result is an irregular heart beat, similar to that of atrial fibrillation, but can be easily distinguished by human inspection of the EKG.

Needless to say, the result scared the crap out of me. I made an appointment at the cardiologist the next day, and I couldn’t sleep until I was finally able to see him. The stress from this actually made the PVCs more frequent...

The cardiologist took one look at the EKG strip from the watch and was able to identify the abnormalities as PVCs rather than afib. He still had me wear a holter monitor for 48 hours though. It turns out I had over 38,000 PVCs in two days, which is a large enough amount to cause concern about the risk of cardiomyopathy (“they” say under 10,000 per day is okay as long as they’re not bothering you).

So, at the end of the day, I’m glad I got the alert. I probably wouldn’t have gone to the doctor if not.

I do hope they improve the classification though so that it can distinguish between afib and PVCs.

I am working on algorithms related to PVC and AFib detection. I can see why the app might make that mistake. PVCs and AFib are not mutually exclusive, and AFib can be "paroxysmal", meaning it doesn't occur all the time. Basically the way AFib "works" is that instead of steady and constant p-waves, where all the cells in the atria contract in one swoop (as they should), the excitation of the cells spreads chaotically without a clear beginning and end.

Of course, as a Human watching an ECG you can recognize the PVCs at one glance. AFib can be a lot harder to see, and it can start and stop. Also, AFib seems to be less of a problem than high PVC counts, speaking in general terms. Of course, don't take this as medical advice, I'm just a Veterinarian...

> PVCs and AFib are not mutually exclusive

Right. I didn’t mean to imply that they were, just that the watch misinterpreted frequent PVCs as being afib.

In my case, it was easy to determine that they were PVCs with a normal underlying rhythm because the underlying rhythm was steady like clockwork, and the PVCs were occurring in a telltale bigeminal pattern for a few seconds at a time.

> Also, AFib seems to be less of a problem than high PVC counts

I’m no doctor, but this doesn’t align with what I’ve been reading. It seems like they don’t even recommend treatment for PVCs most of the time unless they’re symptomatic. In extreme cases like mine (20,000/day), there’s a chance that it can weaken the heart over time, but I’m not sure how this compares to the risk of stroke for untreated afib sufferers. I’ve heard mentions of PVCs being an indicator for increased sudden cardiac death risk, but I can’t find any reference for this pertaining to people with otherwise normal hearts. I think it may be the case for people who have just had a heart attack or something though.

From what I gather, occasional singleton PVCs are generally harmless and occur in almost everyone. Apparently, the issue arises when you start having multiple PVCs in a row without a regular beat in between. After three in a row, it’s considered non-sustained ventricular tachycardia, which is very dangerous, I guess because there’s a chance it might never stop?

Once again, not a doctor, so please correct me if I’m wrong. This will probably show up in someone’s Google search one day.

For AFib, is there likely to be much predictive ability for the watch? Would the watch be able to warn of an onset of AFib before the wearer is aware of it? I was wondering if it was worth buying one for my dad, who has AFib attacks about 3-4 times a year.
I like your username
For what it’s worth I was told at one point that PVCs are the leading indicator for sudden cardiac death, so it may have been worthwhile to get checked out either way.
Citation needed.

Most people have dozens of PVCs every day.

Dozens != 20k. At a normal heart rate of 60 bpm, that's 1/4 beats in a day. And that's only an average. You might be getting strings of consecutive PVCs, which has some risk of sudden cardiac death.
The classifier can't get better with only one or two contacts.
"The cardiologist took one look at the EKG strip from the watch and was able to identify the abnormalities as PVCs rather than afib"

Sounds like the data is there.

Austria, Belgium, Denmark, Finland, France, Germany, Greece, Guam, Hong Kong, Hungary, Ireland, Italy, Luxembourg, Netherlands, Norway, Portugal, Puerto Rico, Romania, Spain, Sweden, Switzerland, the UK, US and US Virgin Islands.
Fingers crossed for Canada to be next.
It looks like Apple has still not applied in Canada as of March 2019 https://mobilesyrup.com/2019/03/21/health-canada-apple-apple...
I’m with you. I’ve been enjoying the Watch 4 for tracking my workouts and calorie burn heuristics and general heart rate. I’m interested to see the ECG results.
Not understanding the limited geographic rollout of this feature. Can somebody explain why is this done in such a way?
The feature is subject to approval process in each jurisdiction similar to FDA in US.
Presumably due to regulatory hurdles
Regulatory compliance, probably.
Missing Poland, Slovakia, Czech Republic ... :(
Slovakia still doesn’t have Apple Pay, Apple News and no operator supports an eSIM. I honestly don’t understand how this is possible.
Not entirely true - Orange has just announced eSIM support (http://dsl.sk/article.php?article=22304) and Apple Pay is definitely coming in next months (I have this confirmed from inside banks).
Are there any fitness trackers that offer this?

And whilst on the subject of fitness trackers - are there any that offer great heart monitoring but aren't a whole smart watch thing? I used to love the jawbone design, and I'm currently wearing an Alta HR - but I wear a proper watch. I have a phone to sync to. I want heart and steps and sleep without the bulk or screen.

For one that's still a watch but much less smartwatchy you might like the Withings Move ECG, which is "coming this spring".

https://www.withings.com/us/en/move-ecg

Or for no ECG but an on-face heartrate display, their Steel HR:

https://www.withings.com/us/en/steel-hr

Their least watchy one is the Pulse HR:

https://www.withings.com/us/en/pulse-hr

I have a pretty positive impression of them as a company. The iOS app aggregates its data into Apple Health (unlike FitBit where your data is stuck in their own apps last I checked), and it's back under the original founder. They had a stint as Nokia Health but separated off last year.

https://www.withings.com/us/en/event/nokia-withings

Note I haven't had any personal experience with their fitness tracker watch; I've got one of their scales.

I have the Steel HR. It's pretty nice, basically looks like a decent "normal" watch. good pedometer, heart rate tracker, sleep tracker.

I have an Apple Watch now, but I still wear the Steel HR when I go to bed for sleep tracking.

While I do use an Apple Watch, I can second the build quality of Withings’ products. I also use their scales!
There's a dedicated device, Kardia, which does this; it's fairly low-cost and claims to be able to reliably diagnose AFib. There's also another wearable heart monitor I can't remember the name of, but I had major issues with it because the electrodes weren't hypoallergenic and so caused an uncomfortable rash...
Withings recently announced a watch with the ECG capability: https://www.withings.com/us/en/move-ecg .
I'd also like to know this. Is the apple watch better or just better with marketing & PR?

The 'my watch told me i had heart issues' all seem to be Apple Watch related.

This might be because Apple Watch is significantly more popular than most heart rate monitors with comparable features.
Here is something you might be interested in: https://www.aidlab.com
There is a Xiaomi band I think (named Xiaomi Amazfit Health Band), but currently only sold in its Chinese version I think.
This was a lot faster than expected wasn't it?
I really wasn't expecting Ireland to be on the list this soon. I mean, we're still waiting for "visual voicemail" ..
Thats more a network limitation, the networks have to buy in the kit to do it and they dont bother. I think only o2 and possibly EE do it in the UK.
Looking forward to it arriving in Australia soon!
I'd really like to get one of these for my Mom but getting her to use an iPhone would probably be a bridge too far.
https://www.alivecor.com/
She has one of these and it works amazingly well. The reason the Apple Watch is interesting is because it offers this and fall detection.
Aww, Watch 4; I still love my Watch 2 though, any alternative app to replace it?
It's not just an app, there's dedicated hardware to support it.
There's a hardware band for any Apple watch that you can buy from AliveCor called KardiaBand.
My dad has aFib... should I get him this or Kardia?
> With over 400,000 participants, the Apple Heart Study was the largest screening study on atrial fibrillation ever conducted, and one of the largest cardiovascular trials to date.

Were the users aware that they were participating in a medical study? Or was this burried in the EULA.

Yes: it was opt-in and conducted in conjunction with Stanford. You had to download the app and enroll: https://med.stanford.edu/appleheartstudy.html
Very cool

Most health survey apps I'd seen over the last decade had the worst designs and glitchy user experience, it was clear the app itself was a total after thought while fawning over the possibilities of the technology, likely a testament to cash-strapped reseachers

Apple's privilege being put to good use here

They were very open about the study and it needed a separate app to be installed https://med.stanford.edu/appleheartstudy.html
I bought a premium series 4 last week because of this ECG talk

Tried to see if my carrier t-mobile had the same 24 month payment plan, but not for this specific model and combination and I wanted it now

Imagined the idea of trying to get approved for my tax-free health account, but then realized I'm already paying for my whole healthcare plan by myself instead of an employer, so it would be redundant even if I could get the doctor plus tax authority to agree

briefly looked at all the cheaper alternatives to Apple Watch Series 4 GPS+Cellular Aluminum body, metal wristband. Quickly dismissed them.

so I just made the big consumptive purchase because my health is more important :)

love the device

If by tax-free health account that you pay for yourself you mean an HSA plan, then if you could putting it on that would be a net win because you'd be paying with pre-tax dollars. It would effectively be a discount equal to your marginal federal tax rate.

Unfortunately, as far as I've been able to find you cannot put one on an HSA yet, but many people seem to think the IRS will eventually allow it.