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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Aging with Grace – by Dr. David Snowdon
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First, what this book is not: a book about Christianity. Don’t worry, we didn’t suddenly change the theme of 10almonds.
Rather, what this book is: a book about a famous large (n=678) study into the biology of aging, that took a population sample of women who had many factors already controlled-for, e.g. they ate the same food, had the same schedule, did the same activities, etc—for many years on end. In other words, a convent of nuns.
This allowed for a lot more to be learned about other factors that influence aging, such as:
- Heredity / genetics in general
- Speaking more than one language
- Supplementing with vitamins or not
- Key adverse events (e.g. stroke)
- Key chronic conditions (e.g. depression)
The book does also cover (as one might expect) the role that community and faith can play in healthy longevity, but since the subjects were 678 communally-dwelling people of faith (thus: no control group of faithless loners), this aspect is discussed only in anecdote, or in reference to other studies.
The author of this book, by the way, was the lead researcher of the study, and he is a well-recognised expert in the field of Alzheimer’s in particular (and Alzheimer’s does feature quite a bit throughout).
The writing style is largely narrative, and/but with a lot of clinical detail and specific data; this is by no means a wishy-washy book.
Bottom line: if you’d like to know what nuns were doing in the 1980s to disproportionally live into three-figure ages, then this book will answer those questions.
Click here to check out Aging with Grace, and indeed age with grace!
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Do Probiotics Work For Weight Loss?
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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
❝Can you talk about using probiotics for weight loss? Thanks❞
Great question! First, a quick catch-up:
How Much Difference Do Probiotic Supplements Make, Really?
Our above-linked article covers a number of important benefits of probiotic supplements, but we didn’t talk about weight loss at all. So let’s examine whether probiotics are useful for weight loss.
Up-front summary: the science is unclear
This 2021 systematic review found that they are indeed very effective:
❝The intake of probiotics or synbiotics could lead to significant weight reductions, either maintaining habitual lifestyle habits or in combination with energy restriction and/or increased physical activity for an average of 12 weeks.
Specific strains belonging to the genus Lactobacillus and Bifidobacterium were the most used and those that showed the best results in reducing body weight.
Both probiotics and synbiotics have the potential to help in weight loss in overweight and obese populations.❞
This slightly older (2015) systematic review and meta-analysis found the opposite:
❝Collectively, the RCTs examined in this meta-analysis indicated that probiotics have limited efficacy in terms of decreasing body weight and BMI and were not effective for weight loss.❞
Source: Probiotics for weight loss: a systematic review and meta-analysis
And in case that’s not balanced enough, this 2020 randomized controlled trial got mixed results:
❝Regression analysis performed to correlate abundance of species following supplementation with body composition parameters and biomarkers of obesity found an association between a decrease over time in blood glucose and an increase in Lactobacillus abundance, particularly in the synbiotic group.
However, the decrease over time in body mass, BMI, waist circumstance, and body fat mass was associated with a decrease in Bifidobacterium abundance.❞
Source: Effects of Synbiotic Supplement on Human Gut Microbiota, Body Composition and Weight Loss in Obesity
Summary
Probiotics may or may not work for weight loss.
In all likelihood, it depends on the blend of cultures contained in the supplement. It’s possible that Lactobacillus is more beneficial for weight loss than Bifidobacterium, which latter may actually reduce weight loss.
Or it might not, because that was just one study and correlation ≠ causation!
We’d love to give you a hard-and-fast answer, but if the data doesn’t support a hard-and-fast answer, we’re not going to lie to you.
What we can say for sure though is that probiotics come with very many health benefits, so whether or not weight loss is one of them, they’re a good thing to have for most people.
Some further articles that may interest you:
- How Much Difference Do Probiotic Supplements Make, Really? ← the aforementioned article
- Making Friends With Your Gut (You Can Thank Us Later) ← gut health 101
- Burn! How To Boost Your Metabolism ← these things can help change your metabolic base rate, which is highly relevant to weight loss
- How To Do HIIT (Without Wrecking Your Body) ←unlike most forms of exercise, which cause the body to slow the metabolism afterwards to compensate, high-intensity interval training results in an increased metabolic rate (so generally: fat-burning) for several hours after training.
Take care!
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The Squat Bible – by Dr. Aaron Horschig
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You probably know the following three things about squats:
- Squatting is great for the health in many ways
- There are many different ways to squat
- Not all of them are correct, and some may even do harm
Dr. Aaron Horschig makes the case for squats being a movement first, and an exercise second. To this end, he takes us on a joint-by-joint tour of the anatomy of squatting, so that we get it right from top to toe.
Or rather: from toe to top, since he starts with the best foundation.
What this means is that if you’ve struggled to squat because you find some discomfort in your ankles, or a weakness in the knees, or you can’t get your back quite right, Dr. Horschig will have a fix for you. He also takes a realistic look about how people’s anatomy varies from person to person, and what differences this makes to how we each should best squat.
The explanations are clear and so are the pictures—we recommend getting the color print edition (linked), as the image quality is better than the black and white and/or Kindle edition.
Bottom-line: squats are one of the single best exercises we can do for our health—but we can miss out on benefits (or even do ourselves harm) if we don’t do them well. This book is a comprehensive reference resource for making sure we get the most out of our squatting ability.
Click here to check out The Squat Bible, and master this all-important movement!
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What Is Earwax & Should You Get Rid Of It?
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.
Earwax (cerumen) forms in the outer ear canal when dead skin cells mix with oily sweat (a specialty of the apocrine glands) and sebum, a fatty substance mostly associated with facial oiliness. But, does it have a purpose, or is it just a waste product?
Nature is (mostly) best in this case
Earwax plays an important role in ear health, acting as a natural lubricant that prevents dryness and itchiness, trapping debris and microbes, and forming a protective barrier for the ear canal. It even contains proteins that help fight bacterial infections.
As for removal: the body has a natural mechanism for removing excess earwax: as skin cells grow, they migrate outward, carrying earwax with them.
In contrast, manual removal of earwax can do more harm than good. Using swabs or other items often pushes wax deeper, risks damaging the ear canal, and disrupts its protective barrier, potentially leading to infection.
Ear candling, which claims to extract earwax, not only does not work (its main premise has been actively disproven and clinical evidence shows unequivocally that it doesn’t work by any mysterious method either; it just plain doesn’t work), but also can cause injuries and will tend to leave more harmful debris behind than was there originally.
For those prone to earwax buildup, over-the-counter eardrops can help soften wax for natural removal, and medical professionals have safe methods to clear blockages if necessary.
To maintain ear health, it’s best to clean only the outer ear with a damp cloth, limit the use of earplugs or earbuds, and generally leave earwax alone unless it causes discomfort or hearing issues.
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:
Ear Candling: Is It Safe & Does It Work? ← the answer is “no and no”, but the science may interest you
Take care!
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What’s Missing from Medicine – by Dr. Saray Stancic
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Another from the ranks of “doctors who got a serious illness and it completely changed how they view the treatment of serious illness”, Dr. Stancic was diagnosed with multiple sclerosis, and wasn’t impressed with the treatments presented.
Taking an evidence-based lifestyle medicine approach, she was able to not only manage her illness sufficiently to resume her normal activities, but even when so far as to run a marathon, and today boasts a symptom-free, active life.
The subtitular six lifestyle changes are not too shocking, and include a plants-centric diet, good exercise, good sleep, stress management, avoidance of substance abuses, and a fostering of social connections, but the value here is in what she has to say about each, especially the ones that aren’t so self-explanatory and/or can even cause harm if done incorrectly (such as exercise, for example).
The style is on the academic end of pop-science, of the kind that has frequent data tables, lots of statistics, and an extensive bibliography, but is still very readable.
Bottom line: if you are faced with a chronic disease, or even just an increased risk of some chronic disease, or simply like to not take chances, then this is a high-value book for you.
Click here to check out What’s Missing From Medicine, and enjoy chronic good health!
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Is alcohol good or bad for you? Yes.
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This article originally appeared in Harvard Public Health magazine.
It’s hard to escape the message these days that every sip of wine, every swig of beer is bad for your health. The truth, however, is far more nuanced.
We have been researching the health effects of alcohol for a combined 60 years. Our work, and that of others, has shown that even modest alcohol consumption likely raises the risk for certain diseases, such as breast and esophageal cancer. And heavy drinking is unequivocally harmful to health. But after countless studies, the data do not justify sweeping statements about the effects of moderate alcohol consumption on human health.
Yet we continue to see reductive narratives, in the media and even in science journals, that alcohol in any amount is dangerous. Earlier this month, for instance, the media reported on a new study that found even small amounts of alcohol might be harmful. But the stories failed to give enough context or probe deeply enough to understand the study’s limitations—including that it cherry-picked subgroups of a larger study previously used by researchers, including one of us, who concluded that limited drinking in a recommended pattern correlated with lower mortality risk.
“We need more high-quality evidence to assess the health impacts of moderate alcohol consumption. And we need the media to treat the subject with the nuance it requires. Newer studies are not necessarily better than older research.”
Those who try to correct this simplistic view are disparaged as pawns of the industry, even when no financial conflicts of interest exist. Meanwhile, some authors of studies suggesting alcohol is unhealthy have received money from anti-alcohol organizations.
We believe it’s worth trying, again, to set the record straight. We need more high-quality evidence to assess the health impacts of moderate alcohol consumption. And we need the media to treat the subject with the nuance it requires. Newer studies are not necessarily better than older research.
It’s important to keep in mind that alcohol affects many body systems—not just the liver and the brain, as many people imagine. That means how alcohol affects health is not a single question but the sum of many individual questions: How does it affect the heart? The immune system? The gut? The bones?
As an example, a highly cited study of one million women in the United Kingdom found that moderate alcohol consumption—calculated as no more than one drink a day for a woman—increased overall cancer rates. That was an important finding. But the increase was driven nearly entirely by breast cancer. The same study showed that greater alcohol consumption was associated with lower rates of thyroid cancer, non-Hodgkin lymphoma, and renal cell carcinoma. That doesn’t mean drinking a lot of alcohol is good for you—but it does suggest that the science around alcohol and health is complex.
One major challenge in this field is the lack of large, long-term, high-quality studies. Moderate alcohol consumption has been studied in dozens of randomized controlled trials, but those trials have never tracked more than about 200 people for more than two years. Longer and larger experimental trials have been used to test full diets, like the Mediterranean diet, and are routinely conducted to test new pharmaceuticals (or new uses for existing medications), but they’ve never been done to analyze alcohol consumption.
Instead, much alcohol research is observational, meaning it follows large groups of drinkers and abstainers over time. But observational studies cannot prove cause-and-effect because moderate drinkers differ in many ways from non-drinkers and heavy drinkers—in diet, exercise, and smoking habits, for instance. Observational studies can still yield useful information, but they also require researchers to gather data about when and how the alcohol is consumed, since alcohol’s effect on health depends heavily on drinking patterns.
For example, in an analysis of over 300,000 drinkers in the U.K., one of us found that the same total amount of alcohol appeared to increase the chances of dying prematurely if consumed on fewer occasions during the week and outside of meals, but to decrease mortality if spaced out across the week and consumed with meals. Such nuance is rarely captured in broader conversations about alcohol research—or even in observational studies, as researchers don’t always ask about drinking patterns, focusing instead on total consumption. To get a clearer picture of the health effects of alcohol, researchers and journalists must be far more attuned to the nuances of this highly complex issue.
One way to improve our collective understanding of the issue is to look at both observational and experimental data together whenever possible. When the data from both types of studies point in the same direction, we can have more confidence in the conclusion. For example, randomized controlled trials show that alcohol consumption raises levels of sex steroid hormones in the blood. Observational trials suggest that alcohol consumption also raises the risk of specific subtypes of breast cancer that respond to these hormones. Together, that evidence is highly persuasive that alcohol increases the chances of breast cancer.
Similarly, in randomized trials, alcohol consumption lowers average blood sugar levels. In observational trials, it also appears to lower the risk of diabetes. Again, that evidence is persuasive in combination.
As these examples illustrate, drinking alcohol may raise the risk of some conditions but not others. What does that mean for individuals? Patients should work with their clinicians to understand their personal risks and make informed decisions about drinking.
Medicine and public health would benefit greatly if better data were available to offer more conclusive guidance about alcohol. But that would require a major investment. Large, long-term, gold-standard studies are expensive. To date, federal agencies like the National Institutes of Health have shown no interest in exclusively funding these studies on alcohol.
Alcohol manufacturers have previously expressed some willingness to finance the studies—similar to the way pharmaceutical companies finance most drug testing—but that has often led to criticism. This happened to us, even though external experts found our proposal scientifically sound. In 2018, the National Institutes of Health ended our trial to study the health effects of alcohol. The NIH found that officials at one of its institutes had solicited funding from alcohol manufacturers, violating federal policy.
It’s tempting to assume that because heavy alcohol consumption is very bad, lesser amounts must be at least a little bad. But the science isn’t there, in part because critics of the alcohol industry have deliberately engineered a state of ignorance. They have preemptively discredited any research, even indirectly, by the alcohol industry—even though medicine relies on industry financing to support the large, gold-standard studies that provide conclusive data about drugs and devices that hundreds of millions of Americans take or use daily.
Scientific evidence about drinking alcohol goes back nearly 100 years—and includes plenty of variability in alcohol’s health effects. In the 1980s and 1990s, for instance, alcohol in moderation, and especially red wine, was touted as healthful. Now the pendulum has swung so far in the opposite direction that contemporary narratives suggest every ounce of alcohol is dangerous. Until gold-standard experiments are performed, we won’t truly know. In the meantime, we must acknowledge the complexity of existing evidence—and take care not to reduce it to a single, misleading conclusion.
This article first appeared on The Journalist’s Resource and is republished here under a Creative Commons license.
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