A recent study in The Lancet Oncology showed that AI found 20 percent more cancers on mammogram screens than radiologists alone.
The Lancet Oncology
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.
Brain inflammation from Alzheimer's disease.
(NIH image gallery via Flickr)
Alzheimer's is a terrible disease that robs a person of their personality and memory before eventually leading to death. It's the sixth-largest killer in the U.S. and, currently, there are 5.8 million Americans living with the disease.
Wang's vaccine is a significant improvement over previous attempts because it can attack the Alzheimer's protein without creating any adverse side effects.
It devastates people and families and it's estimated that Alzheimer's and other forms of dementia will cost the U.S. $290 billion dollars this year alone. It's estimated that it will become a trillion-dollar-a-year disease by 2050.
There have been over 200 unsuccessful attempts to find a cure for the disease and the clinical trial termination rate is 98 percent.
Alzheimer's is caused by plaque deposits that develop in brain tissue that become toxic to brain cells. One of the major hurdles to finding a cure for the disease is that it's impossible to clear out the deposits from the tissue. So scientists have turned their attention to early detection and prevention.
One very encouraging development has come out of the work done by Dr. Chang Yi Wang, PhD. Wang is a prolific bio-inventor; one of her biggest successes is developing a foot-and-mouth vaccine for pigs that has been administered more than three billion times.
Mei Mei Hu
Brainstorm Health / Flickr.
In January, United Neuroscience, a biotech company founded by Yi, her daughter Mei Mei Hu, and son-in-law, Louis Reese, announced the first results from a phase IIa clinical trial on UB-311, an Alzheimer's vaccine.
The vaccine has synthetic versions of amino acid chains that trigger antibodies to attack Alzheimer's protein the blood. Wang's vaccine is a significant improvement over previous attempts because it can attack the Alzheimer's protein without creating any adverse side effects.
"We were able to generate some antibodies in all patients, which is unusual for vaccines," Yi told Wired. "We're talking about almost a 100 percent response rate. So far, we have seen an improvement in three out of three measurements of cognitive performance for patients with mild Alzheimer's disease."
The researchers also claim it can delay the onset of the disease by five years. While this would be a godsend for people with the disease and their families, according to Elle, it could also save Medicare and Medicaid more than $220 billion.
"You'd want to see larger numbers, but this looks like a beneficial treatment," James Brown, director of the Aston University Research Centre for Healthy Ageing, told Wired. "This looks like a silver bullet that can arrest or improve symptoms and, if it passes the next phase, it could be the best chance we've got."
"A word of caution is that it's a small study," says Drew Holzapfel, acting president of the nonprofit UsAgainstAlzheimer's, said according to Elle. "But the initial data is compelling."
The company is now working on its next clinical trial of the vaccine and while hopes are high, so is the pressure. The company has already invested $100 million developing its vaccine platform. According to Reese, the company's ultimate goal is to create a host of vaccines that will be administered to protect people from chronic illness.
"We have a 50-year vision -- to immuno-sculpt people against chronic illness and chronic aging with vaccines as prolific as vaccines for infectious diseases," he told Elle.
[Editor's Note: This article was originally published by Upworthy here and has been republished with permission.]
