Mammography AI Can Cost Patients Extra. Is It Worth It?
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As I checked in at a Manhattan radiology clinic for my annual mammogram in November, the front desk staffer reviewing my paperwork asked an unexpected question: Would I like to spend $40 for an artificial intelligence analysis of my mammogram? It’s not covered by insurance, she added.
I had no idea how to evaluate that offer. Feeling upsold, I said no. But it got me thinking: Is this something I should add to my regular screening routine? Is my regular mammogram not accurate enough? If this AI analysis is so great, why doesn’t insurance cover it?
I’m not the only person posing such questions. The mother of a colleague had a similar experience when she went for a mammogram recently at a suburban Baltimore clinic. She was given a pink pamphlet that said: “You Deserve More. More Accuracy. More Confidence. More power with artificial intelligence behind your mammogram.” The price tag was the same: $40. She also declined.
In recent years, AI software that helps radiologists detect problems or diagnose cancer using mammography has been moving into clinical use. The software can store and evaluate large datasets of images and identify patterns and abnormalities that human radiologists might miss. It typically highlights potential problem areas in an image and assesses any likely malignancies. This extra review has enormous potential to improve the detection of suspicious breast masses and lead to earlier diagnoses of breast cancer.
While studies showing better detection rates are extremely encouraging, some radiologists say, more research and evaluation are needed before drawing conclusions about the value of the routine use of these tools in regular clinical practice.
“I see the promise and I hope it will help us,” said Etta Pisano, a radiologist who is chief research officer at the American College of Radiology, a professional group for radiologists. However, “it really is ambiguous at this point whether it will benefit an individual woman,” she said. “We do need more information.”
The radiology clinics that my colleague’s mother and I visited are both part of RadNet, a company with a network of more than 350 imaging centers around the country. RadNet introduced its AI product for mammography in New York and New Jersey last February and has since rolled it out in several other states, according to Gregory Sorensen, the company’s chief science officer.
Sorensen pointed to research the company conducted with 18 radiologists, some of whom were specialists in breast mammography and some of whom were generalists who spent less than 75% of their time reading mammograms. The doctors were asked to find the cancers in 240 images, with and without AI. Every doctor’s performance improved using AI, Sorensen said.
Among all radiologists, “not every doctor is equally good,” Sorensen said. With RadNet’s AI tool, “it’s as if all patients get the benefit of our very top performer.”
But is the tech analysis worth the extra cost to patients? There’s no easy answer.
“Some people are always going to be more anxious about their mammograms, and using AI may give them more reassurance,” said Laura Heacock, a breast imaging specialist at NYU Langone Health’s Perlmutter Cancer Center in New York. The health system has developed AI models and is testing the technology with mammograms but doesn’t yet offer it to patients, she said.
Still, Heacock said, women shouldn’t worry that they need to get an additional AI analysis if it’s offered.
“At the end of the day, you still have an expert breast imager interpreting your mammogram, and that is the standard of care,” she said.
About 1 in 8 women will be diagnosed with breast cancer during their lifetime, and regular screening mammograms are recommended to help identify cancerous tumors early. But mammograms are hardly foolproof: They miss about 20% of breast cancers, according to the National Cancer Institute.
The FDA has authorized roughly two dozen AI products to help detect and diagnose cancer from mammograms. However, there are currently no billing codes radiologists can use to charge health plans for the use of AI to interpret mammograms. Typically, the federal Centers for Medicare & Medicaid Services would introduce new billing codes and private health plans would follow their lead for payment. But that hasn’t happened in this field yet and it’s unclear when or if it will.
CMS didn’t respond to requests for comment.
Thirty-five percent of women who visit a RadNet facility for mammograms pay for the additional AI review, Sorensen said.
Radiology practices don’t handle payment for AI mammography all in the same way.
The practices affiliated with Boston-based Massachusetts General Hospital don’t charge patients for the AI analysis, said Constance Lehman, a professor of radiology at Harvard Medical School who is co-director of the Breast Imaging Research Center at Mass General.
Asking patients to pay “isn’t a model that will support equity,” Lehman said, since only patients who can afford the extra charge will get the enhanced analysis. She said she believes many radiologists would never agree to post a sign listing a charge for AI analysis because it would be off-putting to low-income patients.
Sorensen said RadNet’s goal is to stop charging patients once health plans realize the value of the screening and start paying for it.
Some large trials are underway in the United States, though much of the published research on AI and mammography to date has been done in Europe. There, the standard practice is for two radiologists to read a mammogram, whereas in the States only one radiologist typically evaluates a screening test.
Interim results from the highly regarded MASAI randomized controlled trial of 80,000 women in Sweden found that cancer detection rates were 20% higher in women whose mammograms were read by a radiologist using AI compared with women whose mammograms were read by two radiologists without any AI intervention, which is the standard of care there.
“The MASAI trial was great, but will that generalize to the U.S.? We can’t say,” Lehman said.
In addition, there is a need for “more diverse training and testing sets for AI algorithm development and refinement” across different races and ethnicities, said Christoph Lee, director of the Northwest Screening and Cancer Outcomes Research Enterprise at the University of Washington School of Medicine.
The long shadow of an earlier and largely unsuccessful type of computer-assisted mammography hangs over the adoption of newer AI tools. In the late 1980s and early 1990s, “computer-assisted detection” software promised to improve breast cancer detection. Then the studies started coming in, and the results were often far from encouraging. Using CAD at best provided no benefit, and at worst reduced the accuracy of radiologists’ interpretations, resulting in higher rates of recalls and biopsies.
“CAD was not that sophisticated,” said Robert Smith, senior vice president of early cancer detection science at the American Cancer Society. Artificial intelligence tools today are a whole different ballgame, he said. “You can train the algorithm to pick up things, or it learns on its own.”
Smith said he found it “troubling” that radiologists would charge for the AI analysis.
“There are too many women who can’t afford any out-of-pocket cost” for a mammogram, Smith said. “If we’re not going to increase the number of radiologists we use for mammograms, then these new AI tools are going to be very useful, and I don’t think we can defend charging women extra for them.”
KFF Health News is a national newsroom that produces in-depth journalism about health issues and is one of the core operating programs at KFF—an independent source of health policy research, polling, and journalism. Learn more about KFF.
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Childhood Vaccination Rates, a Rare Health Bright Spot in Struggling States, Are Slipping
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Jen Fisher can do only so much to keep her son safe from the types of infections that children can encounter at school. The rest, she said, is up to other students and parents in their hometown of Franklin, Tennessee.
Fisher’s son Raleigh, 12, lives with a congenital heart condition, which has left him with a weakened immune system. For his protection, Raleigh has received all the recommended vaccines for a child his age. But even with his vaccinations, a virus that might only sideline another child could sicken him and land him in the emergency room, Fisher said.
“We want everyone to be vaccinated so that illnesses like measles and things that have basically been eradicated don’t come back,” Fisher said. “Those can certainly have a very adverse effect on Raleigh.”
For much of Raleigh’s life, Fisher could take comfort in the high childhood vaccination rate in Tennessee — a public health bright spot in a conservative state with poor health outcomes and one of the shortest life expectancies in the nation.
Mississippi and West Virginia, two similarly conservative states with poor health outcomes and short life expectancies, also have some of the highest vaccination rates for kindergartners in the nation — a seeming contradiction that stems from the fact that childhood vaccination requirements don’t always align with states’ other characteristics, said James Colgrove, a Columbia University professor who studies factors that influence public health.
“The kinds of policies that states have don’t map neatly on to ‘red’ versus ‘blue’ or one region or another,” Colgrove said.
Advocates, doctors, public health officials, and researchers worry such public health bright spots in some states are fading: Many states have recently reported an increase in people opting out of vaccines for their kids as Americans’ views shift.
During the 2023-24 school year, the percentage of kindergartners exempted from one or more vaccinations rose to 3.3%, the highest ever reported, with increases in 40 states and Washington, D.C., according to Centers for Disease Control and Prevention data. Tennessee and Mississippi were among those with increases. Nearly all exemptions nationally were for nonmedical reasons.
Vaccine proponents worry anti-vaccine messaging could accelerate a growing “health freedom” movement that has been pushed by leaders in states such as Florida. Momentum against vaccines is likely to continue to grow with the election of Donald Trump as president and his proposed nomination of anti-vaccine activist Robert F. Kennedy Jr. as secretary of the Department of Health and Human Services.
Pediatricians in states with high exemption rates, such as Florida and Georgia, say they’re concerned by what they see — declining immunization levels for kindergartners, which could lead to a resurgence in vaccine-preventable diseases such as measles. The Florida Department of Health reported nonmedical exemption rates as high as 50% for children in some areas.
“The religious exemption is huge,” said Brandon Chatani, a pediatric infectious disease doctor in Orlando. “That has allowed for an easy way for these kids to enter schools without vaccines.”
In many states, it’s easier to get a religious exemption than a medical one, which often requires signoff from a doctor.
Over the past decade, California, Connecticut, Maine, and New York have removed religious and philosophical exemptions from school vaccination requirements. West Virginia has not had them.
Idaho, Alaska, and Utah had the highest exemption rates for the 2023-24 school year, according to the CDC. Those states allow parents or legal guardians to exempt their children for religious reasons by submitting a notarized form or a signed statement.
Florida and Georgia, with some of the lowest reported minimum vaccination rates for kindergartners, allow parents to exempt their children by submitting a form with the child’s school or day care.
Both states have reported declines in uptake of the measles, mumps, and rubella vaccine, which is one of the most common childhood shots. In Georgia, MMR coverage for kindergartners dropped to 88.4% in the 2023-24 school year from 93.1% in 2019-20, according to the CDC. Florida dropped to 88.1% from 93.5% during the same period.
Andi Shane, a pediatric infectious disease specialist in Atlanta, traces Georgia’s declining rates to families who lack access to a pediatrician. State policies on exemptions are also key, she said.
“There’s lots of data to support the fact that when personal belief exemptions are not permitted, that vaccination rates are higher,” she said.
In December, Georgia public health officials put out an advisory saying the state had recorded significantly more whooping cough cases than in the prior year. According to CDC data, Georgia reported 280 cases in 2024 compared with 96 the year before.
Until 2023, Mississippi was one of the few states that allowed parents to opt out of vaccinating their kids only for medical reasons — and only with the approval of a doctor. That gave it among the highest vaccination rates in the nation as of the 2023-24 school year.
“It’s one of the few things Mississippi has done well,” said Anita Henderson, a pediatrician who has practiced in the southern part of the state for nearly 30 years. In terms of health, she said, childhood vaccination rates were the state’s one “shining star.”
But that changed in April 2023 when a federal judge ordered state officials to start allowing religious exemptions. The ruling has emboldened many families, Henderson said.
“We are seeing more and more skepticism, more and more vaccine hesitancy, and a lack of confidence because of this ruling,” she said.
State officials have granted more than 5,000 religious exemptions since the court order allowing them, according to the state health department. Daniel Edney, the state health officer, said most of the requests have come from “more affluent” residents in “pockets” of the state.
“Most people listen to the expert opinions of their pediatricians and family medicine doctors to stay on the vaccine schedule, because it’s what is best to protect their children,” he said.
West Virginia’s vaccine law — which hasn’t allowed nonmedical exemptions — also could soon change, Matthew Christiansen said in December before he resigned as the state’s health officer.
A bill that would have broadened exemptions made it through the legislature last year but was vetoed by outgoing Republican Gov. Jim Justice. The new governor, Republican Pat Morrisey, has been a vocal critic of vaccine mandates. And just a day after being inaugurated, he issued an executive order to propose provisions by Feb. 1 that could allow religious and conscientious exemptions.
“I want to send a message that if you have a religious belief, then we’re going to have an exception,” he said at a Jan. 14 press conference. “We’re not going to be the outlier.”
People asserting their personal freedoms to decline vaccines for their kids can ultimately curtail the ability of others to live full lives, Christiansen said. “Kids getting measles and mumps and polio and being paralyzed for their whole life is an impediment on personal freedom and autonomy for those kids,” he said.
Since the covid pandemic, anti-vaccine sentiment has been growing in Tennessee. One organization, Stand for Health Freedom, drafted a letter for constituents to send to their state lawmakers calling for the resignation of the medical director of Tennessee’s Vaccine-Preventable Diseases and Immunization Program. The group said she demonstrated a “lack of respect for the informed consent rights” of the people.
“They feel emboldened by the idea that this presidential administration seems to feel very strongly that a lot of these issues should be taken back to the states,” said Emily Delikat, director of Tennessee Families for Vaccines, a pro-vaccine group.
Ultimately, like many effective public health interventions, vaccines are a victim of their own success, said Henderson, the Mississippi pediatrician. Most people haven’t seen outbreaks of measles or polio, so they forget how dangerous the diseases are, she said.
“It may unfortunately take a resurgence of those diseases to raise awareness to the fact that these are dangerous, these are deadly, these are preventable,” she said. “I hope it doesn’t come to that.”
KFF Health News is a national newsroom that produces in-depth journalism about health issues and is one of the core operating programs at KFF—an independent source of health policy research, polling, and journalism. Learn more about KFF.
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KFF Health News is a national newsroom that produces in-depth journalism about health issues and is one of the core operating programs at KFF—an independent source of health policy research, polling, and journalism. Learn more about KFF.
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This article first appeared on KFF Health News and is republished here under a Creative Commons license.
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Water’s Counterintuitive Properties
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It’s Q&A Day at 10almonds!
Have a question or a request? We love to hear from you!
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
❝Why are we told to drink more water for everything, even if sometimes it seems like the last thing we need? Bloated? Drink water. Diarrhea? Drink water. Nose running like a tap? Drink water❞
While water will not fix every ill, it can fix a lot, or at least stop it from being worse!
Our bodies are famously over 60% water (exact figure will depend on how well-hydrated you are, obviously, as well as your body composition in terms of muscle and fat). Our cells (which are mostly full of mostly water) need replacing all the time, and almost everything that needs transporting almost anywhere is taken there by blood (which is also mostly water). And if we need something moving out of the body? Water is usually going to be a large part of how it gets ejected.
In the cases of the examples you gave…
- Bloating: bloating is often a matter of water retention, which often happens as a result of having too much salt, and/or sometimes too much fat. So the body’s homeostatic system (the system that tries to maintain all kinds of equilibrium, keeping salt balance, temperature, pH, and many other things in their respective “Goldilocks zones”) tries to add more water to where it’s needed to balance out the salt etc.
- Consequently, drinking more water means the body will note “ok, balance restored, no need to keep retaining water there, excess salts being safely removed using all this lovely water”.
- Diarrhea: this is usually a case of a bacterial infection, though there can be other causes. Whether for that reason or another, the body has decided that it needs to give your gut an absolute wash-out, and it can only do that from the inside—so it uses as much of the body’s water as it needs to do that.
- Consequently, drinking more water means that you are replenishing the water that the body has already 100% committed to using. If you don’t drink water, you’ll still have diarrhea, you’ll just start to get dangerously dehydrated.
- Runny nose: this is usually a case of either fighting a genuine infection, or else fighting something mistaken for a pathogen (e.g. pollen, or some other allergen). The mucus is an important part of the body’s defense: it traps the microbes (be they bacteria, virus, whatever) and water-slides them out of the body.
- Consequently, drinking more water means the body can keep the water-slide going. Otherwise, you’ll just get gradually more dehydrated (because as with diarrhea, your body will prioritize this function over maintaining water reserves—water reserves are there to be used if necessary, is the body’s philosophy) and if the well runs dry, you’ll just be dehydrated and have a higher pathogen-count still in your body.
Some previous 10almonds articles that might interest you:
- Hydration Mythbusting
- When To Take Electrolytes (And When We Shouldn’t!)
- Keeping Your Kidneys Healthy (Especially After 60)
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- Bloating: bloating is often a matter of water retention, which often happens as a result of having too much salt, and/or sometimes too much fat. So the body’s homeostatic system (the system that tries to maintain all kinds of equilibrium, keeping salt balance, temperature, pH, and many other things in their respective “Goldilocks zones”) tries to add more water to where it’s needed to balance out the salt etc.
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Hope Not Nope – by Dr. Dillon Caswell
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The author a Doctor of Physical Therapy, writes from both professional expertise and personal experience, when it comes to the treatment of long term injury / disability / chronic illness.
His position here is that while suffering is unavoidable, we don’t have to suffer as much or as long as many might tell us. We can do things to crawl and claw our way to a better position, and we do not have to settle for any outcome we don’t want. That doesn’t mean there’s always a miracle cure—we don’t get to decide that—but we do get to decide whether we keep trying.
Dr. Caswell’s advice is based mostly in psychology—a lot of it in sports psychology, which is no surprise given his long history as an athlete as well as his medical career.
The style is very easy-reading, and a combination of explanation, illustrative (often funny) anecdotes, and a backbone of actual research to keep everything within the realms of science rather than mere wishful thinking—he strikes a good balance.
Bottom line: if your current health outlook is more of an uphill marathon, then this book can give you the tools to carry yourself through the healthcare system that’s been made for numbers, not people.
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Hanging Exercises For Complete Beginners & Older Adults
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Hanging (not the kind with a gallows) is great for the heath, improving not just strength and mobility, but also—critically—looking after spinal health too. Amanda Raynor explains in this video how this exercise is accessible to anyone (unless you have no arms, in which case, sorry, this one is just not for you—though hanging by your legs will also give similar spinal benefits!).
Hanging out
Hanging can be done at home or at a park, with minimal equipment (a bar, a sturdy tree branch, etc).
Note: the greater the diameter of the bar, the more it will work your grip strength, and/but the harder it will be. So, it’s recommend to start with a narrow-diameter bar first.
Getting started:
- Start with a “dead hang”: grip the bar with hands shoulder-width apart, thumb wrapped around.
- Aim to hang without pulling up; build endurance gradually (10–30 seconds is fine at first).
- Work up to holding for 60 seconds in three sets as a fitness goal.
Progression:
- If unable to hang at all initially, use a chair or stool to support some body weight.
- Gradually reduce foot support to increase duration of free hanging.
- Start with 10 seconds, progressing by small increments (e.g: 15, 20, 25 seconds) until reaching 60 seconds.
Advanced variations:
- Move the body while hanging (e.g., circles, knee lifts).
- Experiment with different grips (overhand, underhand) for varied muscle engagement.
- Try scapular pulls or one-arm hangs for additional challenge and strength-building.
For more on all of this plus visual demonstrations, enjoy:
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Fall Special
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Some fall-themed advice…
It is now, nominally at least, fall. We’re going to talk about the other kind of “fall” though, the kind that results in broken hips and more.
If you’re thinking “not me; that happens to older more infirm people”, rest assured, it can and statistically probably will happen to you at some point. So, how to play the odds?
First, be robust!
We may not be able to make ourselves like children who bounce easily, but we also don’t have to crumble into dust at the slightest knock, either. There are two important ways we can start to make ourselves robust from the inside out, and they are simple: diet and exercise.
- Diet: The Bare-Bones Truth About Osteoporosis
- Exercise: Osteoporosis Exercises
“But I don’t have osteoporosis”—great! But osteoporosis is preceded by osteopenia, which is generally asymptomatic at first, and also if we’re not very careful about it, we will lose about 1% bone density per year from the age of about 35 onwards, with that rate of loss climbing sharply from the age of 50 onwards, and even more steeply in cases of untreated menopause.
So in other words, don’t take your bone strength for granted; there’s a first time for everything, and you don’t want to find out the hard (and yet, dare we say it, brittle) way.
Second, be dynamic!
Be able to fall and get up safely. If your later life is going to be a triathlon of things you need to train for now, then being able to fall and get up safely should be at the top of the list.
Being able to “deep squat” will help you a lot here, in being able to get up with minimal (or no) use of your hands. We shared a great instructional video about this last week.
It also means that the more your lower body can still take your weight while your torso is closer to the ground (without your legs buckling and collapsing, for instance), the softer and gentler you’ll hit the floor if you do fall, because the final “drop” will be from a lower height.
If at all possible, consider taking some classes of a martial art that involves safely falling—aikido is typically the softest and gentlest and is famously great for people of all ages, but judo or jujitsu will suffice if aikido isn’t available where you are. You don’t have to get a black belt (unless you want to), and any decent instructor will be happy to guide you through the basics of safely falling and then send you on your merry way, if that’s all you wanted.
The benefits of this are twofold:
- Obviously, if you fall, you will have better technique and thus be less likely to incur injury
- As you are falling, you will be less afraid, and thus less likely to tense up mid-fall (tensing up will exacerbate any falling injury)
Click here to find an aikido teacher near you (you can search by country, state, and city)
Third, be balanced!
Spending even just a few minutes each day working on your balance can go a long way.
Standing on one leg (and then the other) is a very good obvious starting point. Please, do so safely. The shower is not the best place to take up this practice, for instance. A nice safe grassy area is great. Your carpeted living room or bedroom is next-best.
Another great approach is the practice of bāguàzhǎng circle-walking.
Bāguà is tai chi’s lesser-known cousin, and those arts are two of the three main schools of wǔdāngquán. But, fear not, you don’t have to don orange robes and live atop the Wudang mountains to get what you need in this case.
To give a text-based summary: bāguàzhǎng circle-walking involves walking in a small circle, with a low center of gravity, moving one’s weight very purposefully from one leg to the other, keeping complete stability the whole time that one is (often!) on one leg.
Once you get good at this, you’ll see that this is essentially a super-enhanced version of the “standing on one leg” exercise, because it’s about keeping balance while on one leg, and/but while moving also.
Naturally, if you do get good at this, you’ll be very unlikely to fall in the first place.
Here’s a visual primer. This video will show the basic footwork, and the video that follows it (it’ll prompt you if you want to watch it) shows how to bring it up to a standard walking speed, without losing fluidity of movement:
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Sciatica Exercises & Home Treatment – by Dr. George Best
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Dr. Best is a doctor of chiropractic, but his work here is compelling. He starts by giving an overview of the relevant anatomy, and then the assorted possible causes of sciatica, before moving on to the treatments.
As is generally the case for chiropractic, nothing here will be “cured”, but it will give methods for ongoing management to keep you pain-free—which in the case of sciatica, is usually the single biggest thing that most people suffering from it most dearly want.
We get to read a lot about self-massage and exercises, of the (very well-evidenced; about the most well-evidenced thing there is for back pain) McKenzie technique exercises, as well as assorted acupressure-based techniques that are less well-evidenced but have good anecdotal support.
He also writes about preventing sciatica—which if you already have it, that doesn’t mean it’s too late; it just means, in that case do these things (along with the aforementioned exercises) to gradually reverse the harm done and get back to where you were pre-sciatica.
Lastly, he does also speak on when signs might point to your problems being beyond the scope of this book, and seeking professional examination if you haven’t already.
The style throughout is straight to the point, informative, and instructional. There is zero fluff or padding, and no sensationalization. There are diagrams and illustrative photos where appropriate.
Bottom line: if you have, or fear the threat of, sciatica, then this is an excellent book to have and use its exercises.
Click here to check out Sciatica Exercises & Home Treatment, and live pain-free!
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