ECG app and irregular rhythm notification on Apple Watch(apple.com)
apple.com
ECG app and irregular rhythm notification on Apple Watch
https://www.apple.com/newsroom/2019/03/ecg-app-and-irregular-rhythm-notification-on-apple-watch-available-today-across-europe-and-hong-kong/
71 comments
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...
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.
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.
I think PVCs in high counts can accompany more serious problems, like AV Block etc. I had read somewhere that AFib is often not treated. Maybe a statement about what is more serious in general isn't possible because both symptoms can be found in serious conditions.
Afib itself is hard to fix, but persistent Afib causes clotting which can lead to strokes, and sufferers are often put on blood thinners to help minimise their stroke risk.
There are medications to achieve "cardioversion", meaning transitioning the atria to a coordinated rhythm. Another way is to insert a catheter and use electric shocks to reset the myocardium.
But yes, it's not easy.
But yes, it's not easy.
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.
The watch is probably not completely reliable, and I don't know how good it is, but from my preliminary experiments in detecting AFib I would guess the detection should be quite useful.
Such a watch is probably faster and easier than any other option. Probably not as reliable as 24H ECG for catching transient AFib or a doctor-assessed ECG for manifest AFib, but a lot better than nothing.
Such a watch is probably faster and easier than any other option. Probably not as reliable as 24H ECG for catching transient AFib or a doctor-assessed ECG for manifest AFib, but a lot better than nothing.
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.
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.
One day, I got one out of four PVCs, regular as clockwork. That was... rather alarming. I knew what they were, but that was a ton more than I was used to. Yeah, I went to the ER for that...
What was the end result? Did they go away?
They went away that day after a few hours. They went away in general when I quit taking Claritin.
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.
Sounds like the data is there.
Determining PVCs vs afib is very trivial when you actually look at the strip. However, if Apple is only analyzing rate regularity and not actually doing analysis on the waveforms themselves they would be very difficult to differentiate.
If you're having so many PVCs that the watch thinks you're in afib, you should probably still see a doctor. As the grandparent noted, tens of thousands of PVCs in a couple day period is very unusual and should probably be seen by a specialist.
If you're having so many PVCs that the watch thinks you're in afib, you should probably still see a doctor. As the grandparent noted, tens of thousands of PVCs in a couple day period is very unusual and should probably be seen by a specialist.
No it's not. It's trivial to recognize a PVC if you see one, but it's a lot harder to rule out AFib.
To recognize a PVC at the frequency mentioned, you'd need to see much less than a minute of ECG data. You could see AFib in the same length of data, if the data is of good quality, but it can occur episodically, so the 24 Hour ECG is the right call.
I have only limited cardiological knowledge, especially regarding Humans, but at least in my model of cardiac pathology PVCs and AFib aren't mutually exclusive.
To recognize a PVC at the frequency mentioned, you'd need to see much less than a minute of ECG data. You could see AFib in the same length of data, if the data is of good quality, but it can occur episodically, so the 24 Hour ECG is the right call.
I have only limited cardiological knowledge, especially regarding Humans, but at least in my model of cardiac pathology PVCs and AFib aren't mutually exclusive.
Sorry, I may not have been clear.
The point I was trying to make is that PVCs and afib are not mutually exclusive - they're just not related entities. The parent brought up sinus rhythm, and I wanted to make sure everyone was on the same page regarding the fact that PVCs and afib are very different things that can seem similar if the only data point you look at is regularity of the rhythm.
The point I was trying to make is that PVCs and afib are not mutually exclusive - they're just not related entities. The parent brought up sinus rhythm, and I wanted to make sure everyone was on the same page regarding the fact that PVCs and afib are very different things that can seem similar if the only data point you look at is regularity of the rhythm.
Yes, maybe just looking at RR intervals maybe. Otherwise AFib leads to irregular undulations, at about the amplitude of a p-wave, whereas PVCs are longer and weird looking QRS complexes.
AFib is a "supraventricular" Tachycardia, whereas PVCs are more of a ventricular Tachycardia. Though I'm not sure if AFib always leads to significant Tachycardia at all.
AFib is a "supraventricular" Tachycardia, whereas PVCs are more of a ventricular Tachycardia. Though I'm not sure if AFib always leads to significant Tachycardia at all.
The reason I brought up “normal sinus rhythm” and “atrial fibrillation” a few posts up is because those are two of the four possible results produced by the Apple Watch EKG app, the other two being “low and high heart rate” and “inconclusive”.
Yeah, I’m currently going through the rounds of testing - just had the echocardiogram a week ago. Fortunately, that turned out normal. They gave me metoprolol, but that doesn’t seem to help. My potassium was kind of low, so they gave me a supplement for that, but it didn’t help either. If these PVCs keep up at the current rate, I suspect they will suggest ablation. Not really looking forward to that...
Anyway, I’m not sure exactly how Apple is analyzing the data. I’ve performed probably 15 EKGs with only one or two PVCs present, and it reported a normal sinus rhythm every time. It only reported afib once, and there were quite a few PVCs in that capture. I can email it to anyone interested.
Apparently, occasional (a few a day) PVCs are very common, so I imagine Apple had to encounter this situation during development.
Anyway, I’m not sure exactly how Apple is analyzing the data. I’ve performed probably 15 EKGs with only one or two PVCs present, and it reported a normal sinus rhythm every time. It only reported afib once, and there were quite a few PVCs in that capture. I can email it to anyone interested.
Apparently, occasional (a few a day) PVCs are very common, so I imagine Apple had to encounter this situation during development.
So it's worthwhile to make sure we all understand that we're talking about two different things: atrial fibrillation and sinus rhythm are two options in the same bucket: rhythm. You can have PVCs with afib, you can have PVCs with sinus rhythm. You can't simultaneously be in afib and sinus rhythm.
I'm guessing Apple is just looking at rhythm - it would be the most reliable datapoint, as opposed to trying to measure QRS duration or analyzing for presence of P-waves, both of which differ depending on which lead you're looking at. The lead being looked at depends on which two points on the body are used to produce the tracing as well, which is not something Apple can guarantee, so perhaps that's where the explanation lies, but I have no evidence or data to back up that conclusion.
I'm guessing Apple is just looking at rhythm - it would be the most reliable datapoint, as opposed to trying to measure QRS duration or analyzing for presence of P-waves, both of which differ depending on which lead you're looking at. The lead being looked at depends on which two points on the body are used to produce the tracing as well, which is not something Apple can guarantee, so perhaps that's where the explanation lies, but I have no evidence or data to back up that conclusion.
To be clear, you're transitioning to a related topic, not arguing for "The classifier can't get better with only one or two contacts", right?
Right.
I would argue it is possible for better classification; I don't have a reason why apple chose not to do this (especially if they're capturing the data) other than the algorithms are not as guaranteed as we would like and they don't want to assume that kind of liability. (ECG printouts include the computer's interpretation; a standard way of reading them is to completely ignore whatever the computer says, because it is not infrequently completely wrong. And those are the professional grade machines with 12-leads capturing 10 different points on the body)
Edit; As I thought more about this, I realized that analyzing QRS duration or presence of p-waves can be lead dependent, which can change based on which parts of the body are being used to generate the lead.
I would argue it is possible for better classification; I don't have a reason why apple chose not to do this (especially if they're capturing the data) other than the algorithms are not as guaranteed as we would like and they don't want to assume that kind of liability. (ECG printouts include the computer's interpretation; a standard way of reading them is to completely ignore whatever the computer says, because it is not infrequently completely wrong. And those are the professional grade machines with 12-leads capturing 10 different points on the body)
Edit; As I thought more about this, I realized that analyzing QRS duration or presence of p-waves can be lead dependent, which can change based on which parts of the body are being used to generate the lead.
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?
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).
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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.
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.
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.
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.
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.
I don’t think there ARE any other consumer devices with those features out.
It seems someone else has announced one but it’s not out and hasn’t gone through a clinical trial of 400k people.
It seems someone else has announced one but it’s not out and hasn’t gone through a clinical trial of 400k people.
Heart rate monitor watches are a dime a dozen but watches that can do ECGs or even analyze your heart rate are pretty rare.
I assume by this you mean Fitbits are not comparable as heart rate monitors?
Anecdotally I find fitbits are much more widespread than Apple Watches
Anecdotally I find fitbits are much more widespread than Apple Watches
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.
Another iOS thing the rest of the world is still missing is Voicemail Transcription.
Been out for nearly 3 years, yet remains USA-only to this day.
Been out for nearly 3 years, yet remains USA-only to this day.
I'm on Three in the UK and no visual voicemail, but subscribe instead fo HulloMail which does voicemail transcription and is a very low monthly/yearly cost.
Would still rather my network provided it though, but it's been 10 years now and Three still haven't updated their systems, so I doubt they ever will.
Would still rather my network provided it though, but it's been 10 years now and Three still haven't updated their systems, so I doubt they ever will.
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.
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?
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.
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
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
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.
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.
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.