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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Deskbound – by Kelly Starrett and Glen Cordoza
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We’ve all heard that “sitting is the new smoking”, and whether or not that’s an exaggeration (the jury’s out), one thing that is clear is that sitting is very bad.
Popular advice is “here’s how to sit with good posture and stretch your neck sometimes”… but that advice tends to come from companies that pay people to sit for a long time. They might not be the a very unbiased source.
Starrett and Cordoza offer better. After one opening chapter covering the multifarious ways sitting ruins our health, the rest of the book is all advice, covering:
- The principles of how the body is supposed to be
- The most important movements that we should be doing
- A dynamic workstation setup
- This is great, because “get a standing desk” tends to present more questions than answers, and can cause as much harm as good if done wrong
- The authors also cover how to progressively cut down on sitting, rather than try to go cold-turkey.
- They also recognize that not everyone can stand at all, and…
- Optimizing the sitting position, for when we must sit
- Exercises to maintain our general mobility and compensate about as well as we can for the body-unfriendly nature of modern life.
The book is mostly explanations, so at 682 pages, you can imagine it’s not just “get up, lazybones!”. Rather, things are explained in such detail (and with many high-quality medical diagrams) so that we can truly understand them.
Most of us have gone through life knowing we should have “better posture” and “move more”… but without the details, that can be hard to execute correctly, and worse, we can even sabotage our bodies unknowingly with incorrect form.
This book straightens all that out very comprehensively, and we highly recommend it.
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PCOS Repair Protocol – by Tamika Woods
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PCOS (Polycystic Ovary Syndrome) affects about 1 in 5 women, and the general position of the medical establishment is “Oh dear, how sad; never mind”.
…which leaves a lot of people suffering with symptoms with little to no help.
This book looks to address that, and while it doesn’t claim to cure PCOS, it offers a system for managing (including: reducing) the symptoms. The author, a clinical nutritionist by academic background, tackles this in large part via being mindful about what one eats, in the context of the gut and endocrine system specifically.
It’s not just “have a gut healthy diet and eat foods with these nutrients”, though (although yes: also that). Rather, the author walks us through in-depth quizzes and lab testing advice, to advise the reader on how to understand the root cause of your PCOS symptoms, and then address each of those with an individualized management plan.
The style is on the low-end of pop-science, notwithstanding the clinically-informed content. For those who like a very chatty informal approach, you’ll find this one perfect. For those who don’t, well, you won’t find this one perfect, but you will most likely find it informative all the same.
Bottom line: if you or someone you care about (do you know 5 women?) has PCOS, the information in here could make a difference.
Click here to check out PCOS Repair Protocol, and suffer less!
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Stuck in fight-or-flight mode? 5 ways to complete the ‘stress cycle’ and avoid burnout or depression
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Can you remember a time when you felt stressed leading up to a big life event and then afterwards felt like a weight had been lifted? This process – the ramping up of the stress response and then feeling this settle back down – shows completion of the “stress cycle”.
Some stress in daily life is unavoidable. But remaining stressed is unhealthy. Chronic stress increases chronic health conditions, including heart disease and stroke and diabetes. It can also lead to burnout or depression.
Exercise, cognitive, creative, social and self-soothing activities help us process stress in healthier ways and complete the stress cycle.
What does the stress cycle look like?
Scientists and researchers refer to the “stress response”, often with a focus on the fight-or-flight reactions. The phrase the “stress cycle” has been made popular by self-help experts but it does have a scientific basis.
The stress cycle is our body’s response to a stressful event, whether real or perceived, physical or psychological. It could be being chased by a vicious dog, an upcoming exam or a difficult conversation.
The stress cycle has three stages:
- stage 1 is perceiving the threat
- stage 2 is the fight-or-flight response, driven by our stress hormones: adrenaline and cortisol
- stage 3 is relief, including physiological and psychological relief. This completes the stress cycle.
Different people will respond to stress differently based on their life experiences and genetics.
Unfortunately, many people experience multiple and ongoing stressors out of their control, including the cost-of-living crisis, extreme weather events and domestic violence.
Remaining in stage 2 (the flight-or-flight response), can lead to chronic stress. Chronic stress and high cortisol can increase inflammation, which damages our brain and other organs.
When you are stuck in chronic fight-or-flight mode, you don’t think clearly and are more easily distracted. Activities that provide temporary pleasure, such as eating junk food or drinking alcohol are unhelpful strategies that do not reduce the stress effects on our brain and body. Scrolling through social media is also not an effective way to complete the stress cycle. In fact, this is associated with an increased stress response.
Stress and the brain
In the brain, chronic high cortisol can shrink the hippocampus. This can impair a person’s memory and their capacity to think and concentrate.
Chronic high cortisol also reduces activity in the prefrontal cortex but increases activity in the amygdala.
The prefrontal cortex is responsible for higher-order control of our thoughts, behaviours and emotions, and is goal-directed and rational. The amygdala is involved in reflexive and emotional responses. Higher amygdala activity and lower prefrontal cortex activity explains why we are less rational and more emotional and reactive when we are stressed.
There are five types of activities that can help our brains complete the stress cycle. https://www.youtube.com/embed/eD1wliuHxHI?wmode=transparent&start=0 It can help to understand how the brain encounters stress.
1. Exercise – its own complete stress cycle
When we exercise we get a short-term spike in cortisol, followed by a healthy reduction in cortisol and adrenaline.
Exercise also increases endorphins and serotonin, which improve mood. Endorphins cause an elated feeling often called “runner’s high” and have anti-inflammatory effects.
When you exercise, there is more blood flow to the brain and higher activity in the prefrontal cortex. This is why you can often think more clearly after a walk or run. Exercise can be a helpful way to relieve feelings of stress.
Exercise can also increase the volume of the hippocampus. This is linked to better short-term and long-term memory processing, as well as reduced stress, depression and anxiety.
2. Cognitive activities – reduce negative thinking
Overly negative thinking can trigger or extend the stress response. In our 2019 research, we found the relationship between stress and cortisol was stronger in people with more negative thinking.
Higher amygdala activity and less rational thinking when you are stressed can lead to distorted thinking such as focusing on negatives and rigid “black-and-white” thinking.
Activities to reduce negative thinking and promote a more realistic view can reduce the stress response. In clinical settings this is usually called cognitive behaviour therapy.
At home, this could be journalling or writing down worries. This engages the logical and rational parts of our brain and helps us think more realistically. Finding evidence to challenge negative thoughts (“I’ve prepared well for the exam, so I can do my best”) can help to complete the stress cycle.
3. Getting creative – a pathway out of ‘flight or fight’
Creative activities can be art, craft, gardening, cooking or other activities such as doing a puzzle, juggling, music, theatre, dancing or simply being absorbed in enjoyable work.
Such pursuits increase prefrontal cortex activity and promote flow and focus.
Flow is a state of full engagement in an activity you enjoy. It lowers high-stress levels of noradrenaline, the brain’s adrenaline. When you are focussed like this, the brain only processes information relevant to the task and ignores non-relevant information, including stresses.
4. Getting social and releasing feel-good hormones
Talking with someone else, physical affection with a person or pet and laughing can all increase oxytocin. This is a chemical messenger in the brain that increases social bonding and makes us feel connected and safe.
Laughing is also a social activity that activates parts of the limbic system – the part of the brain involved in emotional and behavioural responses. This increases endorphins and serotonin and improves our mood.
5. Self-soothing
Breathing exercises and meditation stimulate the parasympathetic nervous system (which calms down our stress responses so we can “reset”) via the vagus nerves, and reduce cortisol.
A good cry can help too by releasing stress energy and increasing oxytocin and endorphins.
Emotional tears also remove cortisol and the hormone prolactin from the body. Our prior research showed cortisol and prolactin were associated with depression, anxiety and hostility.
Action beats distraction
Whether it’s watching a funny or sad movie, exercising, journalling, gardening or doing a puzzle, there is science behind why you should complete the stress cycle.
Doing at least one positive activity every day can also reduce our baseline stress level and is beneficial for good mental health and wellbeing.
Importantly, chronic stress and burnout can also indicate the need for change, such as in our workplaces. However, not all stressful circumstances can be easily changed. Remember help is always available.
If you have concerns about your stress or health, please talk to a doctor.
If this article has raised issues for you, or if you’re concerned about someone you know, call Lifeline on 13 11 14 or Kids Helpline on 1800 55 1800.
Theresa Larkin, Associate professor of Medical Sciences, University of Wollongong and Susan J. Thomas, Associate professor in Mental Health and Behavioural Science, University of Wollongong
This article is republished from The Conversation under a Creative Commons license. Read the original article.
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Simple, 10-Minute Hip Opening Routine
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Hips Feeling Stiff?
If so, Flow with Adee’s video (below) has just the solution with a quick 10-minute hip-opening routine. Designed for intermediates but open to all, we love Adee’s work and recommend that you reach out to her to tell her what you’d like to see next.
Other Methods
If you’re a book lover, we’ve reviewed a fantastic book on reducing hip pain. Alternatively, learn stretching from a ballerina with Jasmine McDonald’s ballet stretching routine.
Otherwise, enjoy today’s video:
How was the video? If you’ve discovered any great videos yourself that you’d like to share with fellow 10almonds readers, then please do email them to us!
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Coenzyme Q10 From Foods & Supplements
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Coenzyme Q10 and the difference it makes
Coenzyme Q10, often abbreviated to CoQ10, is a popular supplement, and is often one of the more expensive supplements that’s commonly found on supermarket shelves as opposed to having to go to more specialist stores or looking online.
What is it?
It’s a compound naturally made in the human body and stored in mitochondria. Now, everyone remembers the main job of mitochondria (producing energy), but they also protect cells from oxidative stress, among other things. In other words, aging.
Like many things, CoQ10 production slows as we age. So after a certain age, often around 45 but lifestyle factors can push it either way, it can start to make sense to supplement.
Does it work?
The short answer is “yes”, though we’ll do a quick breakdown of some main benefits, and studies for such, before moving on.
First, do bear in mind that CoQ10 comes in two main forms, ubiquinol and ubiquinone.
Ubiquinol is much more easily-used by the body, so that’s the one you want. Here be science:
What is it good for?
Benefits include:
- Against aging
- Against skin cancer
- Against breast cancer
- Against prostate cancer
- Against heart failure
- Against obesity
- Against diabetes
- Against Alzheimer’s
- Against Parkinson’s
Can we get it from foods?
Yes, and it’s equally well-absorbed through foods or supplementation, so feel free to go with whichever is more convenient for you.
Read: Intestinal absorption of coenzyme Q10 administered in a meal or as capsules to healthy subjects
If you do want to get it from food, you can get it from many places:
- Organ meats: the top source, though many don’t want to eat them, either because they don’t like them or some of us just don’t eat meat. If you do, though, top choices include the heart, liver, and kidneys.
- Fatty fish: sardines are up top, along with mackerel, herring, and trout
- Vegetables: leafy greens, and cruciferous vegetables e.g. cauliflower, broccoli, sprouts
- Legumes: for example soy, lentils, peanuts
- Nuts and seeds: pistachios come up top; sesame seeds are great too
- Fruit: strawberries come up top; oranges are great too
If supplementing, how much is good?
Most studies have used doses in the 100mg–200mg (per day) range.
However, it’s also been found to be safe at 1200mg (per day), for example in this high-quality study that found that higher doses resulted in greater benefit, in patients with early Parkinson’s Disease:
Effects of coenzyme Q10 in early Parkinson disease: evidence of slowing of the functional decline
Wondering where you can get it?
We don’t sell it (or anything else for that matter), and you can probably find it in your local supermarket or health food store. However, if you’d like to buy it online, here’s an example product on Amazon
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We looked at genetic clues to depression in more than 14,000 people. What we found may surprise you
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The core experiences of depression – changes in energy, activity, thinking and mood – have been described for more than 10,000 years. The word “depression” has been used for about 350 years.
Given this long history, it may surprise you that experts don’t agree about what depression is, how to define it or what causes it.
But many experts do agree that depression is not one thing. It’s a large family of illnesses with different causes and mechanisms. This makes choosing the best treatment for each person challenging.
Reactive vs endogenous depression
One strategy is to search for sub-types of depression and see whether they might do better with different kinds of treatments. One example is contrasting “reactive” depression with “endogenous” depression.
Reactive depression (also thought of as social or psychological depression) is presented as being triggered by exposure to stressful life events. These might be being assaulted or losing a loved one – an understandable reaction to an outside trigger.
Endogenous depression (also thought of as biological or genetic depression) is proposed to be caused by something inside, such as genes or brain chemistry.
Many people working clinically in mental health accept this sub-typing. You might have read about this online.
But we think this approach is way too simple.
While stressful life events and genes may, individually, contribute to causing depression, they also interact to increase the risk of someone developing depression. And evidence shows that there is a genetic component to being exposed to stressors. Some genes affect things such as personality. Some affect how we interact with our environments.
What we did and what we found
Our team set out to look at the role of genes and stressors to see if classifying depression as reactive or endogenous was valid.
In the Australian Genetics of Depression Study, people with depression answered surveys about exposure to stressful life events. We analysed DNA from their saliva samples to calculate their genetic risk for mental disorders.
Our question was simple. Does genetic risk for depression, bipolar disorder, schizophrenia, ADHD, anxiety and neuroticism (a personality trait) influence people’s reported exposure to stressful life events?
You may be wondering why we bothered calculating the genetic risk for mental disorders in people who already have depression. Every person has genetic variants linked to mental disorders. Some people have more, some less. Even people who already have depression might have a low genetic risk for it. These people may have developed their particular depression from some other constellation of causes.
We looked at the genetic risk of conditions other than depression for a couple of reasons. First, genetic variants linked to depression overlap with those linked to other mental disorders. Second, two people with depression may have completely different genetic variants. So we wanted to cast a wide net to look at a wider spectrum of genetic variants linked to mental disorders.
If reactive and endogenous depression sub-types are valid, we’d expect people with a lower genetic component to their depression (the reactive group) would report more stressful life events. And we’d expect those with a higher genetic component (the endogenous group) would report fewer stressful life events.
But after studying more than 14,000 people with depression we found the opposite.
We found people at higher genetic risk for depression, anxiety, ADHD or schizophrenia say they’ve been exposed to more stressors.
Assault with a weapon, sexual assault, accidents, legal and financial troubles, and childhood abuse and neglect, were all more common in people with a higher genetic risk of depression, anxiety, ADHD or schizophrenia.
These associations were not strongly influenced by people’s age, sex or relationships with family. We didn’t look at other factors that may influence these associations, such as socioeconomic status. We also relied on people’s memory of past events, which may not be accurate.
How do genes play a role?
Genetic risk for mental disorders changes people’s sensitivity to the environment.
Imagine two people, one with a high genetic risk for depression, one with a low risk. They both lose their jobs. The genetically vulnerable person experiences the job loss as a threat to their self-worth and social status. There is a sense of shame and despair. They can’t bring themselves to look for another job for fear of losing it too. For the other, the job loss feels less about them and more about the company. These two people internalise the event differently and remember it differently.
Genetic risk for mental disorders also might make it more likely people find themselves in environments where bad things happen. For example, a higher genetic risk for depression might affect self-worth, making people more likely to get into dysfunctional relationships which then go badly.
What does our study mean for depression?
First, it confirms genes and environments are not independent. Genes influence the environments we end up in, and what then happens. Genes also influence how we react to those events.
Second, our study doesn’t support a distinction between reactive and endogenous depression. Genes and environments have a complex interplay. Most cases of depression are a mix of genetics, biology and stressors.
Third, people with depression who appear to have a stronger genetic component to their depression report their lives are punctuated by more serious stressors.
So clinically, people with higher genetic vulnerability might benefit from learning specific techniques to manage their stress. This might help some people reduce their chance of developing depression in the first place. It might also help some people with depression reduce their ongoing exposure to stressors.
If this article has raised issues for you, or if you’re concerned about someone you know, call Lifeline on 13 11 14.
Jacob Crouse, Research Fellow in Youth Mental Health, Brain and Mind Centre, University of Sydney and Ian Hickie, Co-Director, Health and Policy, Brain and Mind Centre, University of Sydney
This article is republished from The Conversation under a Creative Commons license. Read the original article.
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