Baseline for Desaturations and Flow rates

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Re: Baseline for Desaturations and Flow rates

Post by robysue1 » Thu Dec 01, 2022 9:48 pm

Rubicon wrote:
Thu Dec 01, 2022 6:16 pm
Okay
Thanks for those screenshots. That really is an interesting tibit of information.

I've been around long enough to remember discussions when the S9 first was released about how the number of Hs scored by Resmed S8s seemed to be significantly higher than the number of Hs scored by Resmed S9s. (And how many people using S8s routinely cut the HI in half because of the suspicion that the S8s may be flagging a lot of false positive Hs.) Well, since they added the requirement that a hypopnea has to have at least one flow limited inhalation with the S9, that could explain why there was a drop in the number of Hs scored.

It also raises the question (based on my own diagnosis): If a person's main problem is hypopneas with arousal constantly interrupting sleep, would it be possible for these things to continue occurring, but not be flagged by a Resmed machine?

And another serious question: Does PR also require some kind of a flow limitation to occur before an H can be flagged?
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Re: Baseline for Desaturations and Flow rates

Post by robysue1 » Thu Dec 01, 2022 9:50 pm

palerider wrote:
Thu Dec 01, 2022 5:19 pm
robysue1 wrote:
Thu Dec 01, 2022 4:20 pm
Wondering1 wrote:
Thu Dec 01, 2022 3:28 pm
annoying noise
Ah, the chance to talk about the definite integral in a public forum full of non mathematicians. Can I keep my heart from going pitter-patter?
You math types are weird... not bad weird, interesting weird. :D <3
Mathematicians are a bit weird. In the same way artists and musicians are quite frankly. :)
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Re: Baseline for Desaturations and Flow rates

Post by ozij » Thu Dec 01, 2022 10:09 pm

robysue1 wrote:
Thu Dec 01, 2022 9:48 pm
It also raises the question (based on my own diagnosis): If a person's main problem is hypopneas with arousal constantly interrupting sleep, would it be possible for these things to continue occurring, but not be flagged by a Resmed machine.
Maybe they won't be flagged as hypopneas, but wouldn't you expect to see flow limitations?

Says ozij, whose flow limitations never go away....(95% at about 0.25, min 0, 50% at about 0.02 or less) but drive the autoset up and up and up....

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Re: Baseline for Desaturations and Flow rates

Post by palerider » Thu Dec 01, 2022 10:10 pm

robysue1 wrote:
Thu Dec 01, 2022 9:50 pm
palerider wrote:
Thu Dec 01, 2022 5:19 pm
robysue1 wrote:
Thu Dec 01, 2022 4:20 pm
Wondering1 wrote:
Thu Dec 01, 2022 3:28 pm
annoying noise
Ah, the chance to talk about the definite integral in a public forum full of non mathematicians. Can I keep my heart from going pitter-patter?
You math types are weird... not bad weird, interesting weird. :D <3
Mathematicians are a bit weird. In the same way artists and musicians are quite frankly. :)
Personally, I think there's an element of artistry when you get into higher mathematics.

I had a co-worker that was taking physics classes in the evenings, he'd come into my cube at work and fill my whiteboard with esoteric (not to YOU, but to normal people) calculations while explaining whatever he was excited about that day, and I loved leaving that up because every now and then I'd see people walking by, glance in, and just stop in confusion (the same thing would happen sometimes when the network people would draw complex network diagrams on there, which are also incomprehensible to the average person).

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Re: Baseline for Desaturations and Flow rates

Post by robysue1 » Fri Dec 02, 2022 12:18 am

ozij wrote:
Thu Dec 01, 2022 10:09 pm
robysue1 wrote:
Thu Dec 01, 2022 9:48 pm
It also raises the question (based on my own diagnosis): If a person's main problem is hypopneas with arousal constantly interrupting sleep, would it be possible for these things to continue occurring, but not be flagged by a Resmed machine.
Maybe they won't be flagged as hypopneas, but wouldn't you expect to see flow limitations?

Says ozij, whose flow limitations never go away....(95% at about 0.25, min 0, 50% at about 0.02 or less) but drive the autoset up and up and up....
Certainly that was true with my own data way back when I was just starting CPAP/APAP while using a Resmed S9. (I just spot checked a bunch of days from way back in 2010 in Oscar.)

And I did do some experimenting with trying to see where my PR DreamStation "wanted" to go by increasing Max IPAP. And inevitably, my 90% or 95% IPAP pressure when up just about as high as max IPAP with no real decrease in AHI or the number of flow limitations flagged. (And in looking through the data, as often as not, it was flow limitations or the dang "search" algorithm finding something that it didn't like that was driving the IPAP up.)

So far with the AirCurve? I've not been willing to experiment with allowing max IPAP to go higher than 9cm. The AHI is down from where it was running with the PR machine a bit. But the surprising thing to me is that my flow limitation curves look far, far better with the AirCurve now than they did with the S9 way back when. Or more precisely, on the first couple of nights with the AirCurve, the flow limitation curve looked similar to the way did with the S9. But after tweaking Trigger and Cycle a bit so that the switching between IPAP and EPAP felt more natural to me, the flow limitations have been almost non-existent. But I'm still not willing to increase the Max IPAP setting.
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Re: Baseline for Desaturations and Flow rates

Post by Rubicon » Fri Dec 02, 2022 2:27 am

robysue1 wrote:
Thu Dec 01, 2022 9:48 pm
It also raises the question (based on my own diagnosis): If a person's main problem is hypopneas with arousal constantly interrupting sleep, would it be possible for these things to continue occurring, but not be flagged by a Resmed machine?
If your question is really "When can I look at just "The Number" and be confident that my settings are on target?" then I would say if Flow Rate in SkyLab View is an absolutely solid black ribbon then you're fine.

Other than that, you have to go to 1, 2, 5 and/or 10 minute windows and wade through breath-by-breath.

That said, I think it's helpful in what we're talking about now to move FL channel up to below FR channel to see what ResMed algorithm is thinking:

Image

In this example you can see the FL breaths in FR, FL channel notes them, and hypopnea is scored.

If the hypopnea is w/o FL, then you have to determine if it's some central stuff like periodic breathing, CompSAS, SWJ, or plain ol' J.

And another serious question: Does PR also require some kind of a flow limitation to occur before an H can be flagged?
No, I think they look for a recovery breath.
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Re: Baseline for Desaturations and Flow rates

Post by Rubicon » Fri Dec 02, 2022 2:44 am

Wondering1 wrote:
Thu Dec 01, 2022 7:24 pm

To get to a better understanding I asked the folks over at Apneaboard about the misnaming of the graph:
Yeah that's a thread that's definitely going to make "Best of AB":
Other flow rates in Oscar include the tidal volume (milliliters/second) ...

To fully refute the contention that the graph represents "Flow", the flow being measured is a volume (milliliters). Without time, or zero, we have a divide by zero error. Give that a try and you are left with a meaningless static measurement.
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Re: Baseline for Desaturations and Flow rates

Post by ozij » Fri Dec 02, 2022 5:21 am

robysue1 wrote:
Fri Dec 02, 2022 12:18 am
But the surprising thing to me is that my flow limitation curves look far, far better with the AirCurve now than they did with the S9 way back when. Or more precisely, on the first couple of nights with the AirCurve, the flow limitation curve looked similar to the way did with the S9. But after tweaking Trigger and Cycle a bit so that the switching between IPAP and EPAP felt more natural to me, the flow limitations have been almost non-existent.


I was looking in sheer wonder (and envy) at all those lovely graphs of yours....
But I'm still not willing to increase the Max IPAP setting.
I can imagine why.

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Re: Baseline for Desaturations and Flow rates

Post by robysue1 » Fri Dec 02, 2022 10:33 am

Rubicon wrote:
Fri Dec 02, 2022 2:44 am
Wondering1 wrote:
Thu Dec 01, 2022 7:24 pm

To get to a better understanding I asked the folks over at Apneaboard about the misnaming of the graph:
Yeah that's a thread that's definitely going to make "Best of AB":
Other flow rates in Oscar include the tidal volume (milliliters/second) ...

To fully refute the contention that the graph represents "Flow", the flow being measured is a volume (milliliters). Without time, or zero, we have a divide by zero error. Give that a try and you are left with a meaningless static measurement.
Ok, I guess this quote comes from apneaboard. Just like here, I can no longer access my robysue account over there and for the same reason: I don't remember the password and the email account that I used back then is on a computer that has long since went to the great computer trash heap in the sky. And I haven't felt inclined to create a robysue1 over there.

But I have to say, this piece of nonsense is almost enough for me to do that.

First of all: Whoever posted this nonsense hasn't looked at the units for the Tidal Volume graph in Oscar: They're clearly labeled as mL, not mL/sec. So that immediately calls into mind the competence and/or overall intelligence of the poster.

And then, there's the stuff about "divide by zero" nonsense. Once again my heart is going pitter-patter because I have a chance to talk about Calculus in a public forum full of non mathematicians. Today's topic is the derivative.

The derivative is exactly how mathematicians, starting with Isaac Newton and Gottfried Leibniz, get around the need to "divide by zero" in order to both define and calculate instantaneous rates of change for functions that are defined either algebraically or graphically. If f(t) is the quantity function (i.e. f might represent the volume of air in your lungs at time t), then the instantaneous rate of change in f with respect to t, which is called the derivative and which is denoted by f ' (t), is defined as a limit as the difference in time goes to zero. In formal mathematical language:

Image

Graphically, the fraction Image represents the slope of the line through the points (x, f(x)) and (t, f(t)). Analytically this fraction represents the average rate of change in f(t) over the interval between time = x and time = t. When we take the limit as the denominator goes to zero, we get the slope of the line that is tangent to y = f(t) at the point (t, f(t)). The limiting process allows us to avoid the "divide by zero" problem and still find the rate the function f(t) is changing instantaneously at the point in question.

It's also worth noting that computing the value of Image for specific values of x and t that are extremely close to each other gives a pretty good approximation of the value of f ' (t). It gives an even better approximation of the value of f ' (m) where m = (x-t)/2---i.e. where m is the midpoint between x and t.

Now in some real world problems, it is actually easier to compute/evaluate the derivative f ' (t) or get an extremely accurate approximation of the derivative directly from measurement devices than it is to compute the quantity function f(t). As a basic example, the speedometer in your car is designed to measure your speed, and speed is the derivative of the position function. (Well, technically velocity is the derivative of speed, and velocity's plus/minus sign is used to indicate which way you are traveling---i.e. on an east/west interstate, a velocity of +70 mph indicates you are traveling in east at 70 mph and a velocity of -70 mph indicates you are traveling west at 70 mph.)

Likewise, engineers long ago cracked the problem of coming up with a reasonably accurate way of measuring airflow---the volume of air being moved by a fan with respect to time---i.e. air flow always measured units like L/min.

And in xPAP, we have a pressurized system with a leak comprising the blower unit (i.e. fan), the hose, the mask, and the patient's respiratory system where the leak is the combination of the intentional leak built in the mask along any unintentional leaks.

Since the critical idea in a pressurized system with a leak is to maintain the pressure by blowing air into the system at the rate that air is being lost, the blower (i.e. fan) in the CPAP is the driving force in the system. Because the rate of flow needed to maintain the desired pressure depends on the flow of air into and out of the lungs, the designers of xPAP equipment were able to easily figure out a way of measuring that air flow into and out of the lungs. Tracking that data and analyzing it in real-time is necessary for an xPAP machine both to flag events and to auto-adjust the pressure in an appropriate fashion for APAPs.

In other words, from an engineering point of view, it is easy to measure the flow of air into and out of the lungs. And this flow is, in fact, measured in L/min. And this flow is the derivative of the volume of air in the lungs at time t, which cannot easily be measured directly.

Now to tie this all back to wondering1's mistaken notion that tidal volume (i.e. the amount of air inhaled in one inhalation) is somehow a "flow" function. The amount of air inhaled in one inhalation, or the tidal volume, is the net increase in volume of air in the lungs over the course of one inhalation. And that is a definite integral of the flow curve. In other words, we can say:

Image

where flow(t) is the flow (or flow rate) function and a is the time the inhalation starts and b is the time the inhalation ends. A technical note: Since flow is measured in L/min, this definition of TV gives the TV measured in L, not mL. You still need to do a unit conversion to get the actual numbers given in the TV graph as shown in Oscar, SleepHQ and ResScan where TV is measured in mL. If I recall correctly, however, TV is usually averaged over several breaths in the data presented as the TV graph in Oscar, SleepHQ, and ResScan.

But the fundamental problem that wondering1 still has is that he simply will not accept that the sleep medicine community long ago decided that the definitions of apnea and hypopnea should be based on the air flow into the lungs---i.e. the rate function, and not the volume of air in the lungs or the "net increase in volume" (i.e. TV).

I'll end with this: If anybody wants to "steal" this post and put it on apnea board, feel free to do so.

If you really think I should do it, let me know that and I'll reconsider registering over there under a new (robysue1) name since I can't recover my old robysue account over there.
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Re: Baseline for Desaturations and Flow rates

Post by dataq1 » Fri Dec 02, 2022 11:17 am

robysue1 wrote:
Thu Dec 01, 2022 2:10 pm
[But I'm inclined to say, "No, there's no need to examine the tidal volume graph to understand why a hypopnea was scored." The tidal volume data is calculated from the flow data by the xPAP as near as I can tell. And it's certainly not "sampled" at the same level of frequency, so it's less high resolution data than the flow data is.
For what I can make out, TV data does not have a "resolution" as such but rather TV data can not be determined until an inhalation is completed. The accuracy of the TV data points (which I believe is important to the discussion) is entirely determined by the calculation method used by the manufacturer.
Resolution of the TV has nothing to do with it's accuracy.

Assuming that the TV for any inhalation is calculated (by integration) of the flow curve, resolution of the flow curve is significant.
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Re: Baseline for Desaturations and Flow rates

Post by robysue1 » Fri Dec 02, 2022 11:51 am

dataq1 wrote:
Fri Dec 02, 2022 11:17 am
robysue1 wrote:
Thu Dec 01, 2022 2:10 pm
[But I'm inclined to say, "No, there's no need to examine the tidal volume graph to understand why a hypopnea was scored." The tidal volume data is calculated from the flow data by the xPAP as near as I can tell. And it's certainly not "sampled" at the same level of frequency, so it's less high resolution data than the flow data is.
For what I can make out, TV data does not have a "resolution" as such but rather TV data can not be determined until an inhalation is completed. The accuracy of the TV data points (which I believe is important to the discussion) is entirely determined by the calculation method used by the manufacturer.
Resolution of the TV has nothing to do with it's accuracy.
Loosely speaking "resolution" means how many data points are collected in a fixed amount of time to calculate the number you are trying to track.

As a calculated value, the resolution of TV cannot be any greater than the resolution of the data it is calculated from. If you don't have enough data points to accurately track the actual flow during an inhalation, you cannot accurately compute the TV from the given data that you have. And because TV is a calculated number, its accuracy will be less than the accuracy of the numbers used to calculate it due to round off errors propagating during the calculation.

If the flow data is not accurate enough to detect 50% decreases in the amplitude of flow (part of Resmed's criteria for flagging a hypopnea), then it is not accurate enough to use to calculate the TV on a breath by breath basis.

It's also worth pointing out (again) that the AASM definition of hypopnea is in terms of a decrease in flow, not a decrease in TV.
Assuming that the TV for any inhalation is calculated (by integration) of the flow curve, resolution of the flow curve is significant.
The only things an xPAP is capable of measuring is pressure and air flow. Hence TV must be calculated from the air flow data, and the only way to do that is through numerical integration of some sort---i.e. an appropriately weighted average of a sample of the points on the flow graph.

And you are right: The resolution of the flow curve is significant in terms of the accuracy of the TV calculation.

And that is why you do not need to take TV into account when looking for hypopneas: Either (the flow data is accurate enough to be used to detect a 50% reduction in flow and you don't need the TV) or (the flow data is not accurate enough and hence the TV data calculated from the flow data is also not accurate enough).
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Re: Baseline for Desaturations and Flow rates

Post by dataq1 » Fri Dec 02, 2022 12:30 pm

robysue1 wrote:
Fri Dec 02, 2022 11:51 am
My interpretation of Wonder's thinking is this:

Why would a 500ml inhalation taken over a 1.4 second interval be considered to be inferior to a 500 ml inhalation taken over a 1.7 second interval.

Both move the same amount air to the lungs.

I'd agree if the definition of hypopnic breathing were based on velocity of air moved, it would be significantly clearer, and the volume would not be in question.

But, as it is, you have your interpretation of the word "flow" (meaning a rate)
while others may interpret the word "flow" as meaning a volume.
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Re: Baseline for Desaturations and Flow rates

Post by robysue1 » Fri Dec 02, 2022 2:21 pm

dataq1 wrote:
Fri Dec 02, 2022 12:30 pm
robysue1 wrote:
Fri Dec 02, 2022 11:51 am
My interpretation of Wonder's thinking is this:

Why would a 500ml inhalation taken over a 1.4 second interval be considered to be inferior to a 500 ml inhalation taken over a 1.7 second interval.

Both move the same amount air to the lungs.
A 500ml inhalation taken over 1.4 second interval and a 500 ml inhalation taken over a 1.7 second interval can both represent perfectly normal breathing: People's respiratory rates vary, and hence the amount of time inhaling varies. People's lung capacity's also vary. A small person like me is not going to have a tidal volume of 500ml unless I'm taking a very deep breath, most likely while I'm awake.

Take all of this into account and the numbers for "normal" sleep breathing are going to vary from person to person. Looking at my own xPAP generated data, my "normal" sleep breathing pattern seems to have:
  • RR = 12-14
  • TV = 320-350
  • Inspiratory time = 1.2-1.5 seconds
  • Expiratory time = 2.7-3.4 seconds
  • typical heights (peak airflow) of my inhalations in really regular, high quality sleep breathing are usually around 15 L/min
Looking at my husband's xPAP data, his "normal" sleep breathing pattern seems to have:
  • RR = 16-18
  • TV = 400-450
  • Inspiratory time = 1.2-1.6 seconds
  • Expiratory time = 1.2-1.7 seconds
  • typical heights (peak airflow) of hubby's inhalations in really regular, high quality sleep breathing are usually around 20 L/min
My data is neither better than nor worse than my husband's data. My data is "normal" for me. My husband's data is "normal" for him.

And again, it's important to remember that what we're trying to get at are the characteristics of sleep disordered breathing. And peak airflow into your lungs during an inhalation in sleep breathing is a measure of whether you are breathing comfortably (i.e. there is no obstruction of the upper airway) or whether you may be struggling to get air into the lungs. If you are asleep and breathing comfortably with no obstructed airway, all of your inhalations pretty much look about the same, both in terms of peak airflow (height) during the inhalation and duration (length) of the inhalation. But if the airway becomes partially obstructed, the peak airflow into the lungs is inhibited. So the height of the inhalations goes down even though the lengths of the inhalations stays about the same. And a hypopnea is basically defined as a 10 second interval where the peak airflow into the lungs during inhalation has suddenly decreased by certain amount. How much the decrease has to be depends on whether you're looking at one of the two AASM definitions of hypopnea, the Resmed definition of hypopnea, or the PR definition of hypopnea.

On a Resmed machine, those peaks in the flow curve need to decrease by at least 50% from the baseline peaks. Loosely you can think about the baseline as being the regular sized peaks in decent quality sleep breathing before the event. If the inhalation peaks are all over the place, like they can be in SWJ, it can be much harder to informally get an idea of what the calculated baseline amplitude for the flow graph should be, and that's when we see things flagged as hypopneas that look questionable.

dataq1 wrote:
Fri Dec 02, 2022 12:30 pm
I'd agree if the definition of hypopnic breathing were based on velocity of air moved, it would be significantly clearer, and the volume would not be in question.
Velocity is how fast the air is moving in a particular direction with respect to time. Flow is the amount (volume) of air being moved with respect to time. Both are rate functions, but they measure different things:
  • Velocity is the derivative of position = rate the position is changing with respect to time and is measured in things like m/min
  • Flow is the derivative of volume = rate the volume is changing with respect to time and is measured in things like L/min
Nobody tries to measure the velocity of the air you are inhaling during a PSG. And as near as I know nobody in the sleep medicine world cares about velocity. (It may be the case where velocity has some medical relevance in the treating of certain lung diseases, but I'm not aware of them.)

What is measured during a PSG is flow---the rate the volume of air in your lungs is changing with respect to time. And the world of sleep medicine has defined both apneas and hypopneas in terms of decreased amplitude in the flow graph.

dataq1 wrote:
Fri Dec 02, 2022 12:30 pm
But, as it is, you have your interpretation of the word "flow" (meaning a rate)
while others may interpret the word "flow" as meaning a volume.
This is not my "interpretation" of the word flow. It is the standard scientific definition of the word flow

From LiveScience:
What is flow?

The movement of liquids and gases is generally referred to as "flow," a concept that describes how fluids behave and how they interact with their surrounding environment — for example, water moving through a channel or pipe, or over a surface. Flow can be either steady or unsteady.
You don't have "flow" unless the liquid or gas is moving. And once the liquid or gas is in motion, the amount of flow is the amount of the liquid/gas that is moved over a period of time. (Derivatives allow us to think about the "instantaneous rate of flow" at a particular instant in time without the need to divide by 0.)

There are two basic ways to measure "how much" liquid/gas is moving in a flow: You can either measure the volume of the liquid/gas or you can measure its mass. Hence, the standard ways of measuring "flow", depend on what is flowing and what particular properties of flow you concerned with:
  • Volumetric flow rates are measured in Volume/time---things like L/min
  • Mass flow rates are measured in Mass/time---things like Kg/min
Because xPAPs are dealing with air flow, the standard measurement for flow is a volumetric flow rate: In other words, air flow is measured in L/min specifically because the volume of air is measured in L.
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Re: Baseline for Desaturations and Flow rates

Post by dataq1 » Fri Dec 02, 2022 3:19 pm

robysue1 wrote:
Fri Dec 02, 2022 2:21 pm
Why would a 500ml inhalation taken over a 1.4 second interval be considered to be inferior to a 500 ml inhalation taken over a 1.7 second interval.
Take it for granted we are talking about one person and a slight and temporary variation in inhalation interval.

Why would one breath be considered inferior to the other?

String together 4 of these 1.4 second inhalations (to get 10 seconds worth) and you get hypopnea flag.

That is the issue (I believe) that @wonder is perplexed about.
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Re: Baseline for Desaturations and Flow rates

Post by robysue1 » Fri Dec 02, 2022 3:52 pm

dataq1 wrote:
Fri Dec 02, 2022 3:19 pm
robysue1 wrote:
Fri Dec 02, 2022 2:21 pm
Why would a 500ml inhalation taken over a 1.4 second interval be considered to be inferior to a 500 ml inhalation taken over a 1.7 second interval.
Take it for granted we are talking about one person and a slight and temporary variation in inhalation interval.

Why would one breath be considered inferior to the other?
It wouldn't.

String together 4 of these 1.4 second inhalations (to get 10 seconds worth) and you get hypopnea flag.
That doesn't follow from what you've said.

If both breaths have a tidal volume of 500ml, then it is likely that the inhalation that lasted only 1.4 seconds will have a greater peak in the flow graph than the breath that has an inhalation that lasts 1.7 seconds: Very crudely---think of two rectangles with the same area. The skinnier one (inhalation time = 1.4 seconds) will have to be taller than the fatter one (inhalation time = 1.7 seconds).

The skinnier rectangle will be 1.4 units wide by 357.143 units high. The fatter rectangle will be 1.7 units wide by 294.118 units high.

The heights of those two rectangles represent the average flow over the course of the inhalation, and while it's possible to have some crazy patterns with severely flow limited breathing, if neither breath has any flow limitations, the shorter breath is going to have a higher peak than the longer breath does.

Moreover, the decrease in height from the taller, skinnier rectangle to the shorter, fatter rectangle is only about 17%, which is far too small of a decrease to be flagged as a hypopnea.

Also, typically when a few breaths get flagged as a hypopnea, the inspiration time is about the same as the breaths before them---if the breathing is nice, regular sleep breathing. And the heights of the flagged breaths are substantially less than the breaths in the nice, regular sleep breathing that precedes them. (The respiration rate does go up, however, when you look at recovery breaths after an OA or an H occur. The respiration rate can also increase during a spontaneous arousal/micro wake. And the respiration rate often increases and becomes more variable when you enter REM.)

The upshot of all this means that if you have a spontaneous arousal/micro-wake that is not related to sleep disordered breathing and you take a few big breaths during that arousal/micro-wake, those big breaths just might bump up the base line amplitude of the flow curve just enough to flag a few transitional breaths as an H when you immediately go back to sleep. In this case, those transitional breaths may in fact look be smaller than normal sleep breathing breaths, and those smaller breaths are caused by the process of resetting the CO2 trigger for inhalation a bit higher for sleep than it is for wake. In that case, the H would most likely not be scored on an in-lab PSG, but the xPAP doesn't know you had an EEG arousal/wake and you are transitioning back to real sleep. All it can tell is that the amplitude of the flow wave has decreased by 50% from baseline for at least 10 seconds. And if the machine is a Resmed and any of those small transitional breaths looks even remotely like there's a flow limitation, the machine is exceptionally likely to flag an H.
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