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.
Blood Donated from Recovered Coronavirus Patients May Soon Yield a Stopgap Treatment
In October 1918, Lieutenant L.W. McGuire of the United States Navy sent a report to the American Journal of Public Health detailing a promising therapy that had already saved the lives of a number of officers suffering from pneumonia complications due to the Spanish influenza outbreak.
"These antibodies then become essentially drugs."
McGuire described how transfusions of blood from recovered patients – an idea which had first been trialed during a polio epidemic in 1916 – had led to rapid recovery in a series of severe pneumonia cases at a Naval Hospital in Massachusetts. "It is believed the serum has a decided influence in shortening the course of the disease, and lowering the mortality," he wrote.
Now more than a century on, this treatment – long forgotten in the western world - is once again coming to the fore during the current COVID-19 pandemic. With fatalities continuing to rise, and no vaccine expected for many months, experts are urging medical centers across the U.S. and Europe to initiate collaborations between critical care and transfusion services to offer this as an emergency treatment for those who need it most.
As of March 20, there are more than 90,000 individuals globally who have recovered from the disease. Some scientists believe that the blood of many of these people contains high levels of neutralizing antibodies that can kill the virus.
"These antibodies then become essentially drugs," said Arturo Casadevall, professor of Molecular Microbiology & Immunology at John Hopkins Bloomberg School of Public Health, who is currently co-ordinating a clinical trial of convalescent serum for COVID-19 involving 20 institutions across the US.
"We're talking about preparing a therapy right out of the serum of those that have recovered. It could also be used in patients who are already sick, but have not progressed to respiratory failure, to treat them before they enter intensive care units. That will provide a lot of support because there's a limited number of respirators and resources."
The first conclusive data on how the blood of recovered patients can help tackle COVID-19 is set to come out of China, where it was also used as an emergency treatment during the SARS and MERS outbreaks. On February 9, a severely ill patient in Wuhan was treated with convalescent serum and since then, hospitals across China have used the therapy on a total of 245 patients, with 91 reportedly showing an improvement in symptoms.
In China alone, more than 58,000 patients have now recovered from COVID-19. Casadevall said that last week the country shipped 90 tons of serum and plasma from these patients to Italy – the center of the pandemic in Europe – for emergency use.
Some of the first people to be treated are likely to be doctors and nurses in hospitals who are most at risk of exposure.
A current challenge, however, is that the blood donation from the recovered patients must be precisely timed in order to maximize the number of antibodies a future patient receives. Doctors in China say that obtaining the necessary blood samples at the right time is one of the major barriers to applying the treatment on a larger scale.
"It's difficult to get the donations," said Dr. Yuan Shi of Chongqing Medical University. "When patients have recovered from the disease, we would like to collect their blood two to four weeks afterwards. We try our best to call back the patients, but it's sometimes difficult to get them to come back within that time period."
Because of such hurdles, Japan's largest drugmaker, Takeda Pharmaceuticals, is now working to turn neutralizing antibodies from recovered COVID-19 patients into a standardized drug product. They hope to launch a clinical trial for this in the next few months.
In the U.S., Casadevall hopes blood transfusions from recovered patients can become clinically available as a therapy within the next four weeks, once regulatory approval has been received. Some of the first people to be treated are likely to be doctors and nurses in hospitals who are most at risk of exposure, to provide a protective boost in their immunity.
"A lot of healthcare workers in the U.S. have already been asked to quarantine, and you can imagine what effect that's going to have on the healthcare system," he said. "It can't take large numbers of people staying home; there's not the capacity."
But not all medical experts are convinced it's the way to go, especially when it comes to the most severe cases of COVID-19. "There's no knowing whether that treatment would be useful or not," warned Dr. Andrew Freedman, head of Cardiff University's School of Medicine in the U.K.
"There are going to be better things available in a few months, but we are facing, 'What do you do now?'"
However, Casadevall says that the treatment is not envisioned as a panacea to treating coronavirus, but simply a temporary measure which could give doctors some options until stronger options such as vaccines or new drugs are available.
"This is a stopgap option," he said. "There are going to be better things available in a few months, but we are facing, 'What do you do now?' The only thing we can offer severely ill people at the moment is respiratory support and oxygen, and we don't have anything to prevent those exposed from going on and getting ill."
Kira Peikoff was the editor-in-chief of Leaps.org from 2017 to 2021. As a journalist, her work has appeared in The New York Times, Newsweek, Nautilus, Popular Mechanics, The New York Academy of Sciences, and other outlets. She is also the author of four suspense novels that explore controversial issues arising from scientific innovation: Living Proof, No Time to Die, Die Again Tomorrow, and Mother Knows Best. Peikoff holds a B.A. in Journalism from New York University and an M.S. in Bioethics from Columbia University. She lives in New Jersey with her husband and two young sons. Follow her on Twitter @KiraPeikoff.