Health
AI tech aims to detect breast cancer by mimicking radiologists’ eye movements: ‘A critical friend’
Researchers in the U.K. are training artificial intelligence models to “read” mammogram images by mimicking the gaze of human radiologists, according to Hantao Liu, an associate professor at Cardiff University who is leading the initiative.
The goal is for the AI solution to improve the accuracy and efficiency of scans, thus leading to earlier detection of breast cancer and more informed decision-making.
“We worked with radiologists from hospitals in Wales and England, using an eye-tracking system to record their gazes as they read medical images,” Liu told Fox News Digital.
“This is human-centric AI.”
WHAT IS ARTIFICIAL INTELLIGENCE (AI)?
Once the AI is trained, the system theoretically will be able to identify regions where radiologists are most likely to look when making diagnoses.
The goal is not to replace the radiologists — but to enhance their diagnostic performance, the researcher explained.
“We hope this AI system can act as a ‘critical friend’ or colleague,” Lui said. “The technology is not a replacement, but a collaborative tool.”
The AI doesn’t actually make the diagnoses. Instead, it can help pinpoint which areas on a scan might look “suspicious,” he said.
The system is still in development, with a goal of deploying it across radiology departments in the U.K. in the future.
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Training and education likely will be the first application of the new AI technology, Liu said.
“We have already used it for some internal training programs,” he said. “Our goal is to develop AI-enabled training tools for junior radiologists.”
The U.K. currently has a 30% staffing shortage in radiology, so the researchers hope that the AI technology will relieve some of the burden of manual tasks, giving the medical professionals more time to focus on key decision-making work.
While the current focus is on mammograms, the team is working to extend the AI’s capability to other medical images, such as chest X-rays.
Beyond working with a team of 10 radiologists to train the AI, the researchers have also received support from Breast Test Wales, a government organization that provides a mammogram screening program in the U.K.
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“This is just the first milestone of our work,” Liu told Fox News Digital.
“Next, we need to learn more about the specific needs of radiologists and hospitals so we can better deploy the system and adapt to different environments.”
‘Innovative development,’ but concerns remain
Dr. Harvey Castro, a Dallas, Texas-based board-certified emergency medicine physician and national speaker on artificial intelligence in health care, reviewed the details of Liu’s AI model and called it an “innovative development in the intersection of AI and health care.”
“This technology has the potential to significantly enhance the early detection of breast cancer and improve the efficiency of diagnosis,” he told Fox News Digital.
“This is human-centric AI.”
“By processing a large number of scans, AI can leave radiologists more time to focus on complex cases, potentially speeding up the diagnostic process and allowing for quicker treatment initiation.”
In terms of education and training, this technology could serve as a valuable tool for medical students and junior doctors, Castro said.
“By observing how the AI system identifies areas of concern on a scan, they could learn to mimic this approach, enhancing their diagnostic skills,” he said.
The technology, however, is not without its limitations and concerns, said Castro.
“One of the main concerns is the system’s reliance on the eye movements of radiologists,” Castro said.
“The ultimate goal is to improve patient outcomes and make health care more accessible and efficient for all.”
“This approach means the system potentially could inherit any biases or blind spots that the radiologists may have.”
“Additionally, while AI can process a large number of scans, the interpretation of these scans still requires a human touch,” he continued.
“AI can highlight areas of concern, but the final diagnosis lies with the radiologist.”
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“As we continue to explore the intersection of AI and health care, it’s crucial that we leverage these technologies to enhance patient care, while also addressing any potential limitations and concerns,” he said.
“The ultimate goal is to improve patient outcomes and make health care more accessible and efficient for all.”
Health
Jennifer Hudson Lost 80-Lbs Without Depriving Herself—Learn Her Secrets
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Health
Kennedy’s Plan for the Drug Crisis: A Network of ‘Healing Farms’
Though Mr. Kennedy’s embrace of recovery farms may be novel, the concept stretches back almost a century. In 1935, the government opened the United States Narcotic Farm in Lexington, Ky., to research and treat addiction. Over the years, residents included Chet Baker and William S. Burroughs (who portrayed the institution in his novel, “Junkie: Confessions of an Unredeemed Drug Addict”). The program had high relapse rates and was tainted by drug experiments on human subjects. By 1975, as local treatment centers began to proliferate around the country, the program closed.
In America, therapeutic communities for addiction treatment became popular in the 1960s and ’70s. Some, like Synanon, became notorious for cultlike, abusive environments. There are now perhaps 3,000 worldwide, researchers estimate, including one that Mr. Kennedy has also praised — San Patrignano, an Italian program whose centerpiece is a highly regarded bakery, staffed by residents.
“If we do go down the road of large government-funded therapeutic communities, I’d want to see some oversight to ensure they live up to modern standards,” said Dr. Sabet, who is now president of the Foundation for Drug Policy Solutions. “We should get rid of the false dichotomy, too, between these approaches and medications, since we know they can work together for some people.”
Should Mr. Kennedy be confirmed, his authority to establish healing farms would be uncertain. Building federal treatment farms in “depressed rural areas,” as he said in his documentary, presumably on public land, would hit political and legal roadblocks. Fully legalizing and taxing cannabis to pay for the farms would require congressional action.
In the concluding moments of the documentary, Mr. Kennedy invoked Carl Jung, the Swiss psychiatrist whose views on spirituality influenced Alcoholics Anonymous. Dr. Jung, he said, felt that “people who believed in God got better faster and that their recovery was more durable and enduring than people who didn’t.”
Health
Children exposed to higher fluoride levels found to have lower IQs, study reveals
The debate about the benefits and risks of fluoride is ongoing, as RFK Jr. — incoming President Trump’s pick for HHS secretary — pushes to remove it from the U.S. water supply.
“Fluoride is an industrial waste associated with arthritis, bone fractures, bone cancer, IQ loss, neurodevelopmental disorders and thyroid disease,” RFK wrote in a post on X in November.
A new study published in JAMA Pediatrics on Jan. 6 found another correlation between fluoride exposure and children’s IQs.
RFK JR. CALLS FOR REMOVAL OF FLUORIDE FROM DRINKING WATER, SPARKING DEBATE
Study co-author Kyla Taylor, PhD, who is based in North Carolina, noted that fluoridated water has been used “for decades” to reduce dental cavities and improve oral health.
“However, there is concern that pregnant women and children are getting fluoride from many sources, including drinking water, water-added foods and beverages, teas, toothpaste, floss and mouthwash, and that their total fluoride exposure is too high and may affect fetal, infant and child neurodevelopment,” she told Fox News Digital.
The new research, led by scientists at the National Institute of Environmental Health Sciences (NIEHS), analyzed 74 epidemiological studies on children’s IQ and fluoride exposure.
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The studies measured fluoride in drinking water and urine across 10 countries, including Canada, China, Denmark, India, Iran, Mexico, Pakistan, New Zealand, Spain and Taiwan. (None were conducted in the U.S.)
The meta-analysis found a “statistically significant association” between higher fluoride exposure and lower children’s IQ scores, according to Taylor.
“[It showed] that the more fluoride a child is exposed to, the more likely that child’s IQ will be lower than if they were not exposed,” she said.
These results were consistent with six previous meta-analyses, all of which reported the same “statistically significant inverse associations” between fluoride exposure and children’s IQs, Taylor emphasized.
The research found that for every 1mg/L increase in urinary fluoride, there was a 1.63-point decrease in IQ.
‘Safe’ exposure levels
The World Health Organization (WHO) has established 1.5mg/L as the “upper safe limit” of fluoride in drinking water.
“There is concern that pregnant women and children are getting fluoride from many sources.”
Meanwhile, the U.S. Public Health Service recommends a fluoride concentration of 0.7 mg/L in drinking water.
“There was not enough data to determine if 0.7 mg/L of fluoride exposure in drinking water affected children’s IQs,” Taylor noted.
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Higher levels of the chemical can be found in wells and community water serving nearly three million people in the U.S., the researcher noted.
She encouraged pregnant women and parents of small children to be mindful of their total fluoride intake.
“If their water is fluoridated, they may wish to replace tap water with low-fluoride bottled water, like purified water, and limit exposure from other sources, such as dental products or black tea,” she said.
“Parents can use low-fluoride bottled water to mix with powdered infant formula and limit use of fluoridated toothpaste by young children.”
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While the research did not intend to address broader public health implications of water fluoridation in the U.S., Taylor suggested that the findings could help inform future research into the impact of fluoride on children’s health.
Dental health expert shares cautions
In response to this study and other previous research, Dr. Ellie Phillips, DDS, an oral health educator based in Austin, Texas, told Fox News Digital that she does not support water fluoridation.
“I join those who vehemently oppose public water fluoridation, and I question why our water supplies are still fluoridated in the 21st century,” she wrote in an email.
“There are non-fluoridated cities and countries where the public enjoy high levels of oral health, which in some cases appear better than those that are fluoridated.”
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Phillips called the fluoride debate “confusing” even among dentists, as the American Dental Association (ADA) advocates for fluoride use for cavity prevention through water fluoridation, toothpaste and mouthwash — “sometimes in high concentrations.”
“[But] biologic (holistic) dentists generally encourage their patients to fear fluoride and avoid its use entirely, even if their teeth are ravaged by tooth decay,” she said.
“Topical fluoride is beneficial, while systemic consumption poses risks.”
Phillips encouraged the public to consider varying fluoride compounds, the effect of different concentrations and the “extreme difference” between applying fluoride topically and ingesting it.
“Topical fluoride is beneficial, while systemic consumption poses risks,” she cautioned.
“Individuals must take charge of their own oral health using natural and informed strategies.”
The study received funding from the National Institute of Environmental Health Sciences (NIEHS), the National Institutes of Health (NIH) and the Intramural Research Program.
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