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The Cough Doctor
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The Cough Doctor
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This is Dr. Peter Small, who worked in epidemiology since the beginning of HIV epidemic. He became a pioneer in the field of molecular epidemiology. As such, his work was a guiding beacon for the public health response to the resurgence of tuberculosis. He’s travelled the world spending years in various institutions studying all manner of respiratory illnesses…. These have ranged from tuberculosis to pneumonia to lung cancer and (back to epidemiology) Covid-19.
He’s now the Chief Medical Officer at…
Hyfe
Hyfe, a medical AI company, was founded in 2020. Its objective: to build acoustic tools for respiratory diagnostics and monitoring.
In other words: it records coughs and collects data about coughing.
❝It’s ironic how much people focus on counting steps while ignoring cough, which is far more consequential. Hyfe is a science-driven company with the technology to make cough count. Particularly now, with increased awareness of cough and the rapid growth of digital health driven by Covid-19, this technology can improve the lives of patients, the care provided by doctors, and the efficiency of health systems.❞
~ Dr. Peter Small, CMO, Hyfe
How does it do it?
Hyfe’s AI monitors the number of times a person coughs and the sound of the cough through any smartphone or other smart device.
This data collected over time provides increasingly more reliable information than a single visit to the doctor! By constantly listening and analyzing, it can detect patterns that might otherwise go unnoticed.
How big is this “big data” effort?
Hyfe maintains the largest cough dataset in the world. This means it can compare the sound of a patient’s cough with more than 400 million cough-like sounds from 83 countries across all continents.
The human brain doesn’t handle big numbers well. So, just to illustrate: if the average cough is 1 second long, that means it’d take more than 12 years to listen to them all.
Hyfe, meanwhile, can:
- listen to many things simultaneously
- index them all against user and location,
- use its ever-growing neural net to detect and illustrate patterns.
It’s so attentive, that it can learn to distinguish between different people’s coughs in the same household.
❝Companies like Google Health see even basic information such as getting an accurate count of the number of times a person coughs a day as a useful resource, and part of a larger need to collect and chronicle more health information to refine the way doctors diagnose disease and manage treatments in the future.❞
What are the public health implications?
The most obvious application is to note when there’s a spike in coughing, and see how such spikes grow and spread (if they do), to inform of contagion risks.
Another is to cross-reference it with data about local environmental allergens. Knowing how things like pollution and even pollen affect individuals differently could be helpful in identifying (and managing) chronic conditions like asthma.
What are the private health implications?
❝It’s going to transform the whole clinical approach for this common and chronic symptom. Patients will come in, have the data on how much they are coughing, and the physician can suggest a treatment based on that information to see if it makes the coughs better❞
~ Dr. Peter Small
Dr. Small’s colleague Dr. Cai, speaking for Google Health on this project, sees even more utility for diagnostics:
❝When I was in medical school, never ever did they teach us that we could listen to somebody cough and identify whether that person has TB (tuberculosis), COPD, or a tumor. But I keep seeing more and more studies of people coughing into a microphone, and an algorithm can detect whether somebody has TB with 95% specificity and sensitivity, or if someone has pneumonia or an exacerbation of COPD❞
~ Dr. Lawrence Cai
And the privacy implications?
Perhaps you don’t quite fancy the idea of not being able to cough without Google knowing about it. Hyfe’s software is currently opt-in, but…
If you cough near someone else’s Hyfe app, their app will recognize you’re not the app’s user, and start building a profile for you. Of course, that won’t be linked to your name, email address, or other IDs, as it would if you were the app’s user.
Hyfe will ask to connect to your social media, to collect more information about you and your friends.
Whether you’d like to try this or perhaps you’re just curious to learn more about this fascinating project, you can check out:
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The Toe-Tapping Tip For Better Balance
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Balance is critical for health especially in older age, since it’s amazing how much else can go dramatically and suddenly wrong after a fall. So, here’s an exercise to give great balance and stability:
How to do it
You will need:
- Something to hold onto, such as a countertop
- A target on the floor, such as a mark or a coin
The steps:
- Lift one leg up, bring your foot forward, and tap the object in front of you.
- Then, bring that foot back to where it started.
- Next, switch to the other leg and tap.
- Alternate between your right and left legs, shifting back and forth.
- Your goal is to do this for 10 repetitions on each leg without holding on.
How it works:
Whenever you tap, you have to lift one leg up and reach it out in front of you. Doing this requires you to stand on one leg while moving a weight (namely: your other leg), which is something many people, especially upon getting older, are hesitant to do. If you’re unable to stand on one leg, let alone move your center of gravity (per the counterbalance of the other leg) while doing so, you may end up shuffling and walking with your feet sliding across the ground—something you really want to avoid.
For more on all of this plus a visual demonstration, enjoy:
Click Here If The Embedded Video Doesn’t Load Automatically!
Want to learn more?
You might also like to read:
Fall Special ← this is about not falling, or, failing that, minimizing injury if you do
Take care!
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What’s the difference between miscarriage and stillbirth?
10almonds is reader-supported. We may, at no cost to you, receive a portion of sales if you purchase a product through a link in this article.
What’s the difference? is a new editorial product that explains the similarities and differences between commonly confused health and medical terms, and why they matter.
Former US First Lady Michelle Obama revealed in her memoir she had a miscarriage. UK singer-songwriter and actor Lily Allen has gone on the record about her stillbirth.
Both miscarriage and stillbirth are sadly familiar terms for pregnancy loss. They can be traumatic life events for the prospective parents and family, and their impacts can be long-lasting. But the terms can be confused.
Here are some similarities and differences between miscarriage and stillbirth, and why they matter.
christinarosepix/Shutterstock Let’s start with some definitions
In broad terms, a miscarriage is when a pregnancy ends while the fetus is not yet viable (before it could survive outside the womb).
This is the loss of an “intra-uterine” pregnancy, when an embryo is implanted in the womb to then develop into a fetus. The term miscarriage excludes ectopic pregnancies, where the embryo is implanted outside the womb.
However, stillbirth refers to the end of a pregnancy when the fetus is normally viable. There may have been sufficient time into the pregnancy. Alternatively, the fetus may have grown large enough to be normally expected to survive, but it dies in the womb or during delivery.
The Australian Institute of Health and Welfare defines stillbirth as a fetal death of at least 20 completed weeks of gestation or with a birthweight of at least 400 grams.
Internationally, definitions of stillbirth vary depending on the jurisdiction.
How common are they?
It is difficult to know how common miscarriages are as they can happen when a woman doesn’t know she is pregnant. There may be no obvious symptoms or something that looks like a heavier-than-normal period. So miscarriages are likely to be more common than reported.
Studies from Europe and North America suggest a miscarriage occurs in about one in seven pregnancies (15%). More than one in eight women (13%) will have a miscarriage at some time in her life.
Around 1–2% of women have recurrent miscarriages. In Australia this is when someone has three or more miscarriages with no pregnancy in between.
Australia has one of the lowest rates of stillbirth in the world. The rate has been relatively steady over the past 20 years at 0.7% or around seven per 1,000 pregnancies.
Who’s at risk?
Someone who has already had a miscarriage or stillbirth has an increased risk of that outcome again in a subsequent pregnancy.
Compared with women who have had a live birth, those who have had a stillbirth have double the risk of another. For those who have had recurrent miscarriages, the risk of another miscarriage is four-fold higher.
Some factors have a u-shaped relationship, with the risk of miscarriage and stillbirth lowest in the middle.
For instance, maternal age is a risk factor for both miscarriage and stillbirth, especially if under 20 years old or older than 35. Increasing age of the male is only a risk factor for stillbirth, especially for fathers over 40.
An older dad can be a risk factor for stillbirth, but not miscarriage. Elizaveta Galitckaia/Shutterstock Similarly for maternal bodyweight, women with a body mass index or BMI in the normal range have the lowest risk of miscarriage and stillbirth compared with those in the obese or underweight categories.
Lifestyle factors such as smoking and heavy alcohol drinking while pregnant are also risk factors for both miscarriage and stillbirth.
So it’s important to not only avoid smoking and alcohol while pregnant, but before getting pregnant. This is because early in the pregnancy, women may not know they have conceived and could unwittingly expose the developing fetus.
Why do they happen?
Miscarriage often results from chromosomal problems in the developing fetus. However, genetic conditions or birth defects account for only 7-14% of stillbirths.
Instead, stillbirths often relate directly to pregnancy complications, such as a prolonged pregnancy or problems with the umbilical cord.
Maternal health at the time of pregnancy is another contributing factor in the risk of both miscarriage and stillbirths.
Chronic diseases, such as high blood pressure, diabetes, hypothyroidism (underactive thyroid), polycystic ovary syndrome, problems with the immune system (such as an autoimmune disorder), and some bacterial and viral infections are among factors that can increase the risk of miscarriage.
Similarly mothers with diabetes, high blood pressure, and untreated infections, such as malaria or syphilis, face an increased risk of stillbirth.
In many cases, however, the specific cause of pregnancy loss is not known.
How about the long-term health risks?
Miscarriage and stillbirth can be early indicators of health issues later in life.
For instance, women who have had recurrent miscarriages or recurrent stillbirths are at higher risk of cardiovascular disease (such as heart disease or stroke).
Our research has also looked at the increased risk of stroke. Compared with women who had never miscarried, we found women with a history of three or more miscarriages had a 35% higher risk of non-fatal stroke and 82% higher risk of fatal stroke.
Women who had a stillbirth had a 31% higher risk of a non-fatal stroke, and those who had had two or more stillbirths were at a 26% higher risk of a fatal stroke.
We saw similar patterns in chronic obstructive pulmonary disease or COPD, a progressive lung disease with respiratory symptoms such as breathlessness and coughing.
Our data showed women with a history of recurrent miscarriages or stillbirths were at a 36% or 67% higher risk of COPD, respectively, even after accounting for a history of asthma.
Long-term health risks of recurrent miscarriages or stillbirths include developing lung disease later in life. PRPicturesProduction/Shutterstock Why is all this important?
Being well-informed about the similarities and differences between these two traumatic life events may help explain what has happened to you or a loved one.
Where risk factors can be modified, such as smoking and obesity, this information can be empowering for individuals who wish to reduce their risk of miscarriage and stillbirth and make lifestyle changes before they become pregnant.
More information and support about miscarriage and stillbirth is available from SANDS and Pink Elephants.
Gita Mishra, Professor of Life Course Epidemiology, Faculty of Medicine, The University of Queensland; Chen Liang, PhD student, reproductive history and non-communicable diseases in women, The University of Queensland, and Jenny Doust, Clinical Professorial Research Fellow, School of Public Health, The University of Queensland
This article is republished from The Conversation under a Creative Commons license. Read the original article.
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Why You Don’t Need 8 Glasses Of Water Per Day
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The idea that you need to drink eight glasses of water daily is a myth. For most people most of the time, this practice will not make your skin brighter, improve mental clarity, or boost energy levels. All that will happen as a result of drinking beyond your thirst, is that you’ll pee more.
A self-regulating system
Our kidneys regulate hydration by monitoring blood volume and salt levels. When blood becomes slightly saltier or its volume drops, such as through sweating, the kidneys absorb more water into the bloodstream. If needed, the body triggers thirst signals to encourage fluid intake.
In most cases, you can rely on your body’s natural thirst cues to manage hydration. Thirst is a reliable indicator of when you need to drink water, making constant monitoring of water intake unnecessary for most people.
There are some exceptions, though! Some people, such as those with kidney stones, especially older adults, or those with specific medical considerations and resultant advice from your doctor, may need to pay closer attention to their water intake.
Nor does hydration have to be a matter of “drinking water”: many foods and drinks, such as fruit, coffee, soups, etc, contribute to your daily water intake and (because the body processes it more slowly) are often more hydrating than plain water (which can just pass straight through if you take more than a certain amount at once). If you listen to your body’s thirst signals, there’s no need to rigidly count eight glasses of water each day.
For more on all of this, enjoy:
Click Here If The Embedded Video Doesn’t Load Automatically!
Want to learn more?
You might also like to read:
Hydration Mythbusting ← this also covers why urine color is not as good a guide as your thirst
Take care!
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Darwin’s Bed Rest: Worthwhile Idea?
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It’s Q&A Day at 10almonds!
Have a question or a request? You can always hit “reply” to any of our emails, or use the feedback widget at the bottom!
In cases where we’ve already covered something, we might link to what we wrote before, but will always be happy to revisit any of our topics again in the future too—there’s always more to say!
As ever: if the question/request can be answered briefly, we’ll do it here in our Q&A Thursday edition. If not, we’ll make a main feature of it shortly afterwards!
So, no question/request too big or small
❝I recall that Charles Darwin (of Evolution fame) used to spend a day a month in bed in order to maintain his physical and psychological equilibrium. Do you see merit in the idea?❞
Well, it certainly sounds wonderful! Granted, it may depend on what you do in bed :p
Descartes did a lot of his work from bed (and also a surprising amount of it while hiding in an oven, but that’s another story), which was probably not so good for the health.
As for Darwin, his health was terrible in quite a lot of ways, so he may not be a great model.
However! Certainly taking a break is well-established as an important and healthful practice:
How To Rest More Efficiently (Yes, Really)
❝I don’t like to admit it but I am getting old. Recently, I had my first “fall” (ominous word!) I was walking across some wet decking and, before I knew what had happened, my feet were shooting forwards, and I crashed to the ground. Luckily I wasn’t seriously damaged. But I was wondering whether you can give us some advice about how best to fall. Maybe there are some good videos on the subject? I would like to be able to practice falling so that it doesn’t come as such a shock when it happens!❞
This writer has totally done the same! You might like our recent main feature on the topic:
…if you’ll pardon the pun
Enjoy!
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Pelvic Floor Exercises (Not Kegels!) To Prevent Urinary Incontinence
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It’s a common threat, and if you think it couldn’t happen to you, then well, just wait. Happily, Dr. Christine Pieton, PT, DPT, a sport & women’s health physical therapist, has advice:
On the ball!
Or rather, we’re going to be doing ball-squeezing here, if you’ll pardon the expression. You will need a soccer-ball sized ball to squeeze.
Ball-squeeze breathing: lie on your back, ball between your knees, and inhale deeply, expanding your torso. Exhale, pressing your knees into the ball, engaging your abdominal muscles from lower to upper. Try to keep your spine long and avoid your pelvis tucking under during the exhalation.
Ball-squeeze bridge: lie on your back, ball between your knees, inhale to prepare, and then exhale, pressing up into a bridge, maintaining a firm pressure on the ball. Inhale as you lower yourself back down.
Ball-squeeze side plank: lie on your side this time, ball between your knees, supporting forearm under your shoulder, as in the video thumbnail. Inhale to prepare, and then exhale, lifting your hip a few inches off the mat. Inhale as you lower yourself back down.
Ball-squeeze bear plank: get on your hands and knees, ball between your thighs. Lengthen your spine, inhale to prepare, and exhale as you bring your knees just a little off the floor. Inhale as you lower yourself back down.
For more details and tips on each of these, plus a visual demonstration, plus an optional part 2 video with more exercises that aren’t ball-squeezes this time, enjoy:
Click Here If The Embedded Video Doesn’t Load Automatically!
Want to learn more?
You might also like to read:
Psst… A Word To The Wise About UTIs
Take care!
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Lychees vs Kumquats – Which is Healthier?
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Our Verdict
When comparing lychees to kumquats, we picked the kumquats.
Why?
In terms of macros, everything is comparable except for fiber, of which kumquats have 5–6x as much fiber, which means a very significant win for kumquats in this category.
When it comes to vitamins, lychees have slightly more of vitamins B3, B6, C, and K, while kumquats have a lot more of vitamins A and B1, and moderately more vitamins B2, B9, E, and choline. A fair win for kumquats here.
In the category of minerals, lychees have a little more copper, phosphorus, and selenium, while kumquats have 11x as much calcium, as well as a 2–3x more iron, magnesium, manganese and zinc. An easy win for kumquats.
Both fruits have great phenolic profiles, being both rich in antioxidants.
All in all, enjoy both, but if you’re going to pick one, kumquats easily win the day!
Want to learn more?
You might like to read:
- Level-Up Your Fiber Intake! (Without Difficulty Or Discomfort)
- When Bitter Is Better: Enjoy Bitter Foods For Your Heart & Brain ← kumquats have a bitter citrus taste, while lychees are quite sweet and mellow
Take care!
Don’t Forget…
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