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.”
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Fruit & Veg In The Fridge: Pros & Cons
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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
❝What effect does refrigeration have on the nutritional value of fruit and vegetables??❞
It’s difficult to give a single definitive answer, because naturally there are a lot of different fruits and vegetables, and a lot of different climates. The answer may be different for tomatoes in Alaska vs bananas in Arizona!
However, we can still generalize at least somewhat
Refrigeration will generally slow down any degradation process, and in the case of fruit and vegetables, that can mean slowing down their “ripening” too, as applicable.
However…
Refrigeration will also impede helpful bioactivity too, and that includes quite a list of things.
Here’s a good study that’s quite illustrative; we’d summarize the conclusions but the rather long title already does that nicely:
So, this really is a case of “there are pros and cons, but probably more cons on balance”.
In practical terms, a good take-away from this can be twofold:
- don’t keep fruit and veg in the fridge unless the ambient temperature really requires it
- if the ambient temperature does require it, it’s best to get the produce in fresh each day if that’s feasible, to minimize time spent in the fridge
An extra thing not included there: often when it comes to the spoilage of fruit and veg, the problem is that it respires and oxidizes; reducing the temperature does lower the rate of those, but often a far better way is to remove the oxygen. So for example, if you get carried away and chop too many carrot batons for your hummus night, then putting them in a sealed container can go a long way to keeping them fresh.
See also: How Does the Nutritional Value of Fruits and Vegetables Change Over Time?
Enjoy!
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The Sprout Book – by Doug Evans
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Sprouting seeds are more nutritious than most people think, and “seeds” is also a much broader category than people think. Beyond even chia and sunflower and such, this book bids us remember that onions do not just appear on supermarket shelves fully formed (to give just one example of many); most plants come from seeds and of those, most can be usefully sprouted.
The author, most well-known for his tech companies, here is selling us a very low-tech health kick with very little profit to be found except for our health. By sprouting seeds of many kinds at home, we can enjoy powerful superfoods that are not only better than, but also cheaper than, most supplements.
Nor are the benefits of sprouting things marginal; we’re not talking about a 1–10% increase in bioavailable so much as what’s often a 100–1000% increase.
After explaining the science and giving a primer on sprouting things for oneself, there is a wide selection of recipes, but the biggest benefit of the book is in just getting the reader up-and-running with at-home sprouting.
Bottom line: if you like the idea of letting food be your medicine and even like the idea of essentially growing your own food with zero gardening skills, then this is an excellent book for you.
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Pistachios vs Peanuts – Which is Healthier?
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Our Verdict
When comparing pistachios to peanuts, we picked the peanuts.
Why?
The choice might be surprising; after all, peanuts are usually the cheapest and most readily available nuts, popularly associated with calories and not much else. However! This one was super-close, and peanuts won very marginally, as you’ll see.
In terms of macros, pistachios have slightly more fiber and nearly 2x the carbs, while peanuts have slightly more protein and fats. What we all as individuals might prioritize more there is subjective, but this could arguably be considered a tie. About the fiber and carbs: peanuts have the lower glycemic index, but not by much. And about those fats: yes, they are healthy, and the fat breakdown for each is almost identical: pistachios have 53% monounsaturated, 33% polyunsaturated, and 14% saturated, while peanuts have 53% monounsaturated, 34% polyunsaturated, and 14% saturated. Yes, that adds up to 101% in the case of peanuts, but that’s what happens with rounding things to integers. However, the point is clear: both of these nuts have almost identical fats.
In the category of vitamins, pistachios have more of vitamins A, B1, B2, B6, and C, while peanuts have more of vitamins B3, B5, B9, E, and choline, So, a 5:5 tie on vitamins.
When it comes to minerals, pistachios have more calcium, copper, phosphorus, and potassium, while peanuts have more iron, magnesium, manganese, selenium, and zinc. So, a marginal victory for peanuts (and yes, the margins of difference were similar in each case).
Adding up the tie, the other tie, and the marginal victory for peanuts, means a marginal victory for peanuts in total.
A quick note in closing though: this was comparing raw unsalted nuts in both cases, so do take that into account when buying nuts, and at the very least, skip the salted, unless you are deficient in sodium. Or if you’re using them for cooking, then buying salted nuts because they’re usually cheaper is fine; just soak and rinse them to remove the salt.
Want to learn more?
You might like to read:
Why You Should Diversify Your Nuts
Take care!
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Elderly loss of energy
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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
❝Please please give some information on elderly loss of energy and how it can be corrected. Please!❞
A lot of that is the metabolic slump described above! While we certainly wouldn’t describe 60 as elderly, and the health impacts from those changes at 45–55 get a gentler curve from 60 onwards… that curve is only going in one direction if we don’t take exceptionally good care of ourselves.
And of course, there’s also a degree of genetic lottery, and external factors we can’t entirely control (e.g. injuries etc).
One factor that gets overlooked a lot, though, is really easy to fix: B-vitamins.
In particular, vitamins B1, B5, B6, and B12. Of those, especially vitamins B1 and B12.
(Vitamins B5 and B6 are critical to health too, but relatively few people are deficient in those, while many are deficient in B1 and/or B12, especially as we get older)
Without going so detailed as to make this a main feature: these vitamins are essential for energy conversion from food, and they will make a big big difference.
You might especially want to consider taking sulbutiamine, which is a synthetic version of thiamin (vitamin B1), and instead of being water-soluble, it’s fat-soluble, and it easily crosses the blood-brain barrier, which is a big deal.
As ever, always check with your doctor because your needs/risks may be different. Also, there can be a lot of reasons for fatigue and you wouldn’t want to overlook something important.
You might also want to check out yesterday’s sponsor, as they offer personalized at-home health testing to check exactly this sort of thing.
❝What are natural ways to lose weight after 60? Taking into account bad knees or ankles, walking may be out as an exercise, running certainly is.❞
Losing weight is generally something that comes more from the kitchen than the gym, as most forms of exercise (except HIIT; see below) cause the metabolism to slow afterwards to compensate.
However, exercise is still very important, and swimming is a fine option if that’s available to you.
A word to the wise: people will often say “gentle activities, like tai chi or yoga”, and… These things are not the same.
Tai chi and yoga both focus on stability and suppleness, which are great, but:
- Yoga is based around mostly static self-support, often on the floor
- Tai chi will have you very often putting most of your weight on one slowly-increasingly bent knee at a time, and if you have bad knees, we’ll bet you winced while reading that.
So, maybe skip tai chi, or at least keep it to standing meditations and the like, not dynamic routines. Qigong, the same breathing exercises used in tai chi, is also an excellent way to improve your metabolism, by the way.
Ok, back onto HIIT:
You might like our previous article: How To Do HIIT* (Without Wrecking Your Body)
*High-Intensity Interval Training (the article also explains what this is and why you want to do it)
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Parent Effectiveness Training – by Dr. Thomas Gordon
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Do you want your home (or workplace, for that matter) to be a place of peace? This book literally got the author nominated for a Nobel Peace Prize. Can’t really get much higher praise than that.
The title is “Parent Effectiveness Training”, but in reality, the advice in the book is applicable to all manner of relationships, including:
- romantic relationships
- friends
- colleagues
- …and really any human interaction.
It covers some of the same topics we did today (and more) in much more detail than we ever could in a newsletter. It lays out formulae to use, gives plenty of examples, and/but is free from undue padding.
- Pros: this isn’t one of those “should have been an article” books. It has so much valuable content.
- Cons: It is from the 1970s* so examples may feel “dated” now.
In addition to going into much more detail on some of the topics covered in today’s issue of 10almonds, Dr. Gordon also talks in-depth about the concept of “problem-ownership”.
In a nutshell, that means: whose problem is a given thing? Who “has” what problem? Everyone needs to be on the same page about everyone else’s problems in the situation… as well as their own, which is not always a given!
Dr. Gordon presents, in short, tools not just to resolve conflict, but also to pre-empt it entirely. With these techniques, we can identify and deal with problems (together!) well before they arise.
Everybody wins.
Get your copy of “Parent Effectiveness Training” from Amazon today!
*Note: There is an updated edition on the market, and that’s what you’ll find upon following the above link. This reviewer (hi!) has a battered old paperback from the 1970s and cannot speak for what was changed in the new edition. However: if the 70s one is worth more than its weight in gold (and it is), the new edition is surely just as good, if not better!
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It Didn’t Start with You – by Mark Wolynn
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There is a trend in psychology to “blame the parents” for “childhood trauma” that can result in problems later in life. Sometimes fairly, sometimes not. This book’s mostly not about that.
It does touch on our own childhood trauma, if applicable. But mostly, it’s about epigenetic trauma inheritance. In other words, not just trauma that’s passed on in terms of “the cycle of abuse”, but trauma that’s passed on in terms of “this generation experienced trauma x, developed trauma response y, encoded it epigenetically, and passed it on to their offspring”.
So, how does one heal from a trauma one never directly experienced, and just inherited the response to it? That’s what most of this book is about, after establishing how epigenetic trauma inheritance works.
The author, a therapist, provides practical advice for how to do the things that can be done to rewrite the epigenetic code we inherited. Better late than never!
Bottom line: it is well-established that trauma is inheritable. But unlike one’s eye color or the ability to smell asparagus metabolites in urine, we can rewrite epigenetic things, to a degree. This book explains how.
Click here to check out It Didn’t Start With You, and put things to rest!
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