Showing posts with label commercial devices. Show all posts
Showing posts with label commercial devices. Show all posts

Monday, November 18, 2019

Apple Watch 5: Heart Monitoring Capabilities -- Afib

The Apple Watch 5 has a heart rhythm monitoring capability that is tuned to detecting the presence of atrial fibrillation, AKA, Afib. Apple categorically states that the watch is unable to detect a heart attack. (And by implication, the likelihood of a heart attack occurring within minutes or hours.)

You have to manually enable your heart monitoring system (Watch and iPhone) to detect Afib. This not part of the default configuration. Here's the link for setting it up: https://support.apple.com/en-us/HT208931#afib

Here's what Apple says about the capabilities of their system and note that it requires both the Apple Watch 5 and an iPhone: 

INDICATIONS FOR USE (NON-EU REGIONS)

The Irregular Rhythm Notification Feature is a software-only mobile medical application that is intended to be used with the Apple Watch. The feature analyzes pulse rate data to identify episodes of irregular heart rhythms suggestive of atrial fibrillation (AF) and provides a notification to the user. The feature is intended for over-the-counter (OTC) use. It is not intended to provide a notification on every episode of irregular rhythm suggestive of AF and the absence of a notification is not intended to indicate no disease process is present; rather the feature is intended to opportunistically surface a notification of possible AF when sufficient data are available for analysis. These data are only captured when the user is still. Along with the user’s risk factors, the feature can be used to supplement the decision for AF screening. The feature is not intended to replace traditional methods of diagnosis or treatment.

The feature has not been tested for and is not intended for use in people under 22 years of age. It is also not intended for use in individuals previously diagnosed with AF.

INTENDED PURPOSE (EU REGION)

Intended Use

The Irregular Rhythm Notification Feature (IRNF) is intended to pre-screen and notify the user of the presence of irregular rhythms suggestive of atrial fibrillation (AF). The feature can be used to supplement a clinician’s decision to screen for possible AF. The feature is intended for over-the-counter (OTC) use.

The feature has not been tested for and is not intended for use in people under 22 years of age. It is also not intended for use in individuals previously diagnosed with AF.

Indications

The feature is indicated to pre-screen for irregular rhythms suggestive of AF for anyone aged 22 years and over.


USING THE IRREGULAR RHYTHM NOTIFICATION FEATURE Set-Up/On-boarding


  • Open the Health app on your iPhone.
  • Navigate to “Heart”, then select “Irregular Rhythm Notifications”.
  • Follow the onscreen instructions.

Receiving a Notification

Once the feature is turned on, you will receive a notification if the feature identified a heart rhythm suggestive of AF and confirmed it on multiple readings.
If you have not been diagnosed with AF by a GP, you should discuss the notification with your doctor.

All data collected and analysed by the Irregular Rhythm Notification Feature is saved to the Health app on your iPhone. If you choose to, you can share that information by exporting your health data in the Health app.

SAFETY AND PERFORMANCE

In a study of 226 participants aged 22 years or older who had received an AF notification while wearing Apple Watch and subsequently wore an electrocardiogram (ECG) patch for approximately one week, 41.6% (94/226) had AF detected by ECG patch. During concurrent wear of Apple Watch and an ECG patch, 57/226 participants received an AF notification. Of those, 78.9% (45/57) showed concordant AF on the ECG patch and 98.2% (56/57) showed AF and other clinically relevant arrhythmias. A total of 370 irregular rhythm notifications with readable ECG patch data was received by the 57 participants. Of those 370 notifications, 322 (87.0%) were assessed to be AF, 47 (12.7%) were arrhythmias other than AF and 1 (0.3%) was sinus rhythm. These results demonstrate that, while in the majority of cases the notification will accurately represent the presence of AF, in some instances, a notification may indicate the presence of an arrhythmia other than AF. No serious device adverse effects were observed.

CAUTIONS

The Irregular Rhythm Notification Feature cannot detect heart attacks. If you ever experience chest pain, pressure, tightness or what you think is a heart attack, call emergency services.

The Irregular Rhythm Notification Feature is not constantly looking for AF and should not be relied on as a continuous monitor. This means the feature cannot detect all instances of AF and people with AF may not get a notification.


  • Not intended for use by individuals previously diagnosed with AF.
  • Notifications made by this feature are potential findings, not a complete diagnosis of cardiac conditions. All notifications should be reviewed by a medical professional for clinical decision making.
  • Apple does not guarantee that you are not experiencing an arrhythmia or other health conditions even in the absence of an irregular rhythm notification. You should notify your GP if you experience any changes to your health.
  • For best results, make sure your Apple Watch fits snugly on top of your wrist. The heart rate sensor should stay close to your skin.

From the information provided I am unable to determine how the Afib monitoring system detects Afib. It does seem use an additional capability beyond heart rate system, but from what little I can understand, it uses software running on either the watch and/or the iPhone and uses as input the data from the heart rate system.

I have no idea what algorithms the Apple heart monitoring system is using to detect atrial fibrillation (AF), but if you read the study above, you'll note that apparently, the Apple system has significant false positive rate. Walking through the study, to qualify as a subject for the study, you had to have had a positive indication of AF by the Apple system. That's the one clear message from the study. Another clear message is that both the Apple system and the AF patch can detect heart arrhythmia  other than AF, but what those were is unclear. Unfortunately the way the data is reported does not provide full clarity into the procedure and results. So there's not much more that I can comfortably conclude.

I feel comfortable stating that if you're wearing the Apple Watch and using the AF detection system and you get an AF indication, it's worth your time to get it checked out even knowing full well that the indication is more than likely to be a false positive.

However, high AF false positive rate of nearly 60% is concerning from the standpoint of those who have the Apple AF detection system activated and receive false positive indications. Information like this gets around and users may have tendency to ignore the AF indications when in fact they should be paying attention to them. To curb the possibility that someone ignores an accurately reported AF indication from the Apple system, it would behove Apple to include with the AF notification a check list displayed on the iPhone the walk the user through to determine if in fact this is an AF event.



Saturday, August 4, 2018

Article: Wearable Technology Is the Future of Healthcare

A bit of light reading about wearable fitness and medical devices.


An interesting quote from the article ...

There is no doubt that the adoption and retention of medical wearable devices will, at least for now and the foreseeable future, outrun that of general fitness wearable devices. This is understandable, as they fulfill a direct and current need for the consumer. However, my belief is, and I assume yours too, if you believe in prevention over treatment, that the more general one of these two has the feared but powerful potential to truly change the status quo. Where now, overall health goes down just before the age of 50, general fitness wearable devices could move up that number.  ...

Monday, July 30, 2018

Apple Watch 4: Will it be suitable as a remote medical monitoring device? Part 1

When I first commented about the Apple Watch as being a possible platform for a remote medical monitoring system in 2015, I was initially excited about the possibilities. Sadly, the technology in 2015 was not quite ready as a platform for remote medical monitoring systems. However, Apple may be turning a corner with the Apple Watch 4 due to be released in Fall 2018. 

To be an effective remote medical monitoring and remote patient management device, the Apple Watch will need to reach acceptable levels of performance in the following seven areas of concern:

  1. Bio-sensors
    • Built in: are there enough bio sensors with enough resolution?
    • Extended: the capability to have additional bio sensors that communicate wirelessly with the watch?
  2. Communications over the Internet: Is there a reliable and secure means of communication back to the patient's monitoring system? And the means to communicate with the patient over that same communications channel(s)? 
  3. Processing capability, hardware and software: Does the watch have the processing capability to host medical applications?
  4. User interface: Visual, touch screen - will patients be able to interact with medical application using the touch screen? Will the watch have an effective audio user interface in order to hear instructions and make requests of the application running on the watch?
  5. Reliability: Will the hardware and software reliable enough for a remote medical monitoring and patient management application to run on it?
  6. Battery life: When running a remote medical monitoring and patient management application(s) on the watch, will the battery life before needing to recharge be acceptable?
  7. Rugged: Is the Apple Watch 4 rugged enough to be a remote medical monitoring and patient management device?
I'm going to touch on each of the areas of concern regarding the performance of the Apple Watch 4.

  1. Bio-sensors: I'm not going to address this issue until the Apple Watch 4 has been released. Once it has been released, I'll write an article specifically discussing this topic.
  2. Communications over the Internet: A model of the Apple Watch 3 does have the capability of communicating over 4G so reliable communication over the commercial wireless provider networks is possible. We can assume that this capability will continue to the next release. So communications capabilities are likely to be adequate. 
  3. Processing capability, hardware and software: Improvements in both are promised over the Apple Watch 3. We can probably assume that hardware and software capabilities will be adequate.
  4. User interface:
    • Visual, touch screen: The Apple Watch screen has been targeted to those with good visual acuity (with or without glasses) and fine finger control to be able to use the touch screen effectively. Current reports say that the screen will be larger than the Apple Watch 3. Nevertheless it's still a small screen. 
    • Auditory: The Apple Watch 3 has Siri, meaning it does have an auditory user interface. More on this after the release of Watch 4.
  5. Reliability: Apple has made positive strides in reliability with each release of the Apple Watch. We can assume that this will continue and that the Apple Watch 4 will be reliable enough to serve as a platform for remote medical monitoring and remote patient management applications.
  6. Battery life: The Apple Watch 3 has a reported battery life of up to 18 hours. Again Apple has continued its improvements in this area. Patient medical monitoring should be continuous and without long breaks. Even with one or more days of battery life, the watch will still need to be changed and that could take hours. However, having said that, the price of an Apple Watch (because of the ruggedness requirement) that would serve as a remote medical monitoring and patient management device would be around $600. As medical devices go, that's inexpensive and inexpensive enough so that the patient could or should have at least two Apple Watches that would enable the patient to switch watches when necessary. That would place a burden on application software developers to manage when patients change watches, however, this should be manageable.
  7. Rugged: The Apple Watch 3 has a version in a stainless steel case. This should be adequate for most situations. Also the issue of reasonably low price and the ability to have redundant watches should effectively address this issue.