Artificial Intelligence is getting better than humans at detecting breast cancer
Since the early 2000s, AI systems have eliminated more than 1.7 million jobs, and that number will only increase as AI improves. Some research estimates that by 2025, AI will eliminate more than 85 million jobs.
But for all the talk about job security, AI is also proving to be a powerful tool in healthcare—specifically, cancer detection. One recently published study has shown that, remarkably, artificial intelligence was able to detect 20 percent more cancers in imaging scans than radiologists alone.
Published in The Lancet Oncology, the study analyzed the scans of 80,000 Swedish women with a moderate hereditary risk of breast cancer who had undergone a mammogram between April 2021 and July 2022. Half of these scans were read by AI and then a radiologist to double-check the findings. The second group of scans was read by two researchers without the help of AI. (Currently, the standard of care across Europe is to have two radiologists analyze a scan before diagnosing a patient with breast cancer.)
The study showed that the AI group detected cancer in 6 out of every 1,000 scans, while the radiologists detected cancer in 5 per 1,000 scans. In other words, AI found 20 percent more cancers than the highly-trained radiologists.
Scientists have been using MRI images (like the ones pictured here) to train artificial intelligence to detect cancers earlier and with more accuracy. Here, MIT's AI system, MIRAI, looks for patterns in a patient's mammograms to detect breast cancer earlier than ever before. news.mit.edu
But even though the AI was better able to pinpoint cancer on an image, it doesn’t mean radiologists will soon be out of a job. Dr. Laura Heacock, a breast radiologist at NYU, said in an interview with CNN that radiologists do much more than simply screening mammograms, and that even well-trained technology can make errors. “These tools work best when paired with highly-trained radiologists who make the final call on your mammogram. Think of it as a tool like a stethoscope for a cardiologist.”
AI is still an emerging technology, but more and more doctors are using them to detect different cancers. For example, researchers at MIT have developed a program called MIRAI, which looks at patterns in patient mammograms across a series of scans and uses an algorithm to model a patient's risk of developing breast cancer over time. The program was "trained" with more than 200,000 breast imaging scans from Massachusetts General Hospital and has been tested on over 100,000 women in different hospitals across the world. According to MIT, MIRAI "has been shown to be more accurate in predicting the risk for developing breast cancer in the short term (over a 3-year period) compared to traditional tools." It has also been able to detect breast cancer up to five years before a patient receives a diagnosis.
The challenges for cancer-detecting AI tools now is not just accuracy. AI tools are also being challenged to perform consistently well across different ages, races, and breast density profiles, particularly given the increased risks that different women face. For example, Black women are 42 percent more likely than white women to die from breast cancer, despite having nearly the same rates of breast cancer as white women. Recently, an FDA-approved AI device for screening breast cancer has come under fire for wrongly detecting cancer in Black patients significantly more often than white patients.
As AI technology improves, radiologists will be able to accurately scan a more diverse set of patients at a larger volume than ever before, potentially saving more lives than ever.
Twice a day, morning and night, I use a neti pot to send a warm saltwater solution coursing through one nostril and out the other to flush out debris and pathogens. I started many years ago because of sinus congestion and infections and it has greatly reduced those problems. Along with vaccination when it became available, it seems to have helped with protecting me from developing Covid-19 symptoms despite being of an age and weight that puts me squarely at risk.
Now that supposition of protection has been backed up with evidence from a solidly designed randomized clinical trial. It found that irrigating your sinuses twice a day with a simple saltwater solution can lead to an 8.5-fold reduction in hospitalization from Covid-19. The study is another example of recent research that points to easy and inexpensive ways to help protect yourself and help control the epidemic.
Amy Baxter, the physician researcher behind the study at Augusta University, Medical College of Georgia, began the study in 2020, before a vaccine or monoclonal antibodies became available to counter the virus. She wanted to be able to offer another line of defense for people with limited access to healthcare.
The nasal cavity is the front door that the SARS-CoV-2 virus typically uses to enter the body, latching on to the ACE2 receptors on cells lining those tissue compartments to establish infection. Once the virus replicates here, infection spreads into the lungs and often other parts of the body, including the brain and gut. Some studies have shown that a mouthwash could reduce the viral load, but any effect on disease progression was less clear. Baxter reasoned that reducing the amount of virus in the nose might give the immune system a better chance to react and control that growth before it got out of hand.
She decided to test this approach in patients who had just tested positive for Covid-19, were over 55 years of age, and often had other risk factors for developing serious symptoms. It was the quickest and easiest way to get results. A traditional prevention study would have required many more volunteers, taken a longer period of follow up, and cost money she did not have.
The trial enrolled 79 participants within 24 hours of testing positive for Covid-19, and they agreed to follow the regimen of twice daily nasal irrigation. They were followed for 28 days. One patient was hospitalized; a 1.27% rate compared with 11% in a national sample control group of similar age people who tested positive for Covid-19. Patients who strictly adhered to nasal irrigation had fewer, shorter and less severe symptoms than people in the study who missed some of their saline rinses.
Baxter initially made the results of her clinical trial available as a preprint in the summer of 2021 and was dismayed when many of the comments were from anti-vaxxers who argued this was a reason why you did not need to get vaccinated. That was not her intent.
There are several mechanisms that explain why warm saltwater is so effective. First and most obvious is the physical force of the water that sweeps away debris just as a rainstorm sends trash into a street gutter and down a storm drain. It also lubricates the cilia, small hair-like structures whose job it is to move detritus away from cells for expulsion. Cilia are rich in ACE2 receptors and keeping them moving makes it harder for the virus to latch on to the receptors.
It turns out the saline has a direct effect on the virus itself. SARS-CoV-2 becomes activated when an enzyme called furin snips off part of its molecular structure, which allows the virus to grab on to the ACE2 receptor, but saline inhibits this process. Once inside a cell the virus replicates best in a low salt environment, but nasal cells absorb salt from the irrigation, which further slows viral replication, says Baxter.
Finally, “salt improves the jellification of liquid, it makes better and stickier mucus so that you can get those virus out,” she explains, lamenting, “Nobody cares about snot. I do now.”
She initially made the results of her clinical trial available as a preprint in the summer of 2021 and was dismayed when many of the comments were from anti-vaxxers who argued this was a reason why you did not need to get vaccinated. That was not her intent. Two journals rejected the paper, and Baxter believes getting caught up in the polarizing politics of Covid-19 was an important part of the reason why. She says that editors “didn't want to be associated with something that was being used by anti-vaxxers.” She strongly supports vaccination but realizes that additional and alternative approaches also are needed.
Premeasured packets of saline are inexpensive and can be purchased at any drug store. They are safe to use several times a day. Say you’re vaccinated but were in a situation where you fear you might have been exposed to SARS-CoV-2; an extra irrigation will clear out your sinuses and may reduce the risk of that possible exposure.
Baxter plans no further study in this area. She is returning to her primary research focus, which is pain control and reducing opioid use, but she hopes that others will expand on what she had done.
Podcast: The Friday Five Weekly Roundup in Health Research
The Friday Five covers five stories in research that you may have missed this week. There are plenty of controversies and troubling ethical issues in science – and we get into many of them in our online magazine – but this news roundup focuses on scientific creativity and progress to give you a therapeutic dose of inspiration headed into the weekend.
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Here are the promising studies covered in this week's Friday Five:
- A pill to prevent lung cancer?
- Ancient wisdom about Neti pots could pay off for Covid
- Breakthrough for precision medicine and obesity
- How to refreeze the north and south poles
- The connection between taking multivitamin pills and brain health