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AI tech aims to detect breast cancer by mimicking radiologists’ eye movements: ‘A critical friend’

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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.”

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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.

U.K. researchers are training artificial intelligence models to “read” mammogram images by mimicking the gaze of human radiologists. (iStock)

“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. 

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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.

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Radiology technology

The goal is for the AI solution to improve the accuracy and efficiency of scans, thus leading to earlier detection of cancer and more informed decision-making. (iStock)

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.”

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‘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.

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Radiologist scan

Once the AI is trained, the system will theoretically be able to identify regions where radiologists are most likely to look when making diagnoses. (iStock)

“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.”

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“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.

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“The ultimate goal is to improve patient outcomes and make health care more accessible and efficient for all.”

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7 important health stories you might have missed this week: Catch up here

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7 important health stories you might have missed this week: Catch up here

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Every day of the week, Fox News Digital publishes a range of health pieces to keep you up-to-date on the most important wellness news.

We cover cutting-edge medical research, breakthrough medications, mental health challenges, personal medical dramas and more.

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In case you missed them, here are a few of our biggest health stories from this week.

CLICK HERE TO SIGN UP FOR OUR HEALTH NEWSLETTER

You can see a full list of recent health pieces at http://www.foxnews/health

1. Hunger could be tied to sleep, expert says

If you’re feeling hungrier than usual lately, your sleep routine could be the culprit. A nutritional biologist offers tips for regulating sleep and curbing unhealthy cravings. Click here to get the story.

The food you eat can determine the quality of your sleep, according to experts. Here are the latest findings. (iStock)

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2. Health agencies issue bird flu update: ‘Alert, not alarmed’

The CDC and WebMD teamed up this week to deliver an hour-long update on Thursday about the current bird flu outbreak. Fox News Digital breaks down the most important points. Click here to get the story.

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Experts assured the public that drinking pasteurized milk remains safe. (iStock)

3. Melanoma patients share their stories

For Skin Cancer Awareness Month, two melanoma patients are speaking up about their symptoms, treatment and prevention tips to help others avoid the potentially deadly disease. Click here to get the story.

Melanoma patient

Abby Weiner, pictured at left and at right with her husband and sons, was diagnosed with melanoma in Oct. 2023.  (Abby Weiner)

4. Report reveals staggering discrepancy in health care costs

Patients with private health insurance could be charged up to 300% more than those with Medicare, a new report reveals. Doctors explain the reasons for the sticker shock. Click here to get the story.

Wearing masks in hospital

The new report published the names and pricing models of more than 4,000 U.S. hospitals. (iStock)

5. Pastor shares important message about depression

A Dallas pastor who fought his own depression battle shares how he overcame the disease – and why it’s so important for those in church leadership to seek help when they need it. Click here to get the story.

Dr. Mark Dance

Mark Dance, pictured with his wife, Janet Dance, said he suffered through a three-year period of depression while serving as a pastor. (Dr. Mark Dance)

6. Nurse’s depression is cured through breakthrough tech

A Chicago nurse struggled with COVID-19-related PTSD and depression for years until electrical brain tapping therapy finally gave her a new lease on life. Click here to get the story.

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gulden at relief mental health clinic

“Had I not had this treatment today, I don’t know where I’d be,” the patient told Fox News Digital.  (Melanie Eilers)

7. Young vaper shares warning after nearly dying

A 22-year-old man in Nebraska required a double lung transplant due to vaping. Jackson Allard shares his story as a cautionary tale. “I had a 1% chance to live,” he said. Click here to get the story.

Health weekend recap

This week’s health stories have included a pastor’s depression journey, the sleep-hunger connection, health care cost discrepancies, bird flu updates and more. (Mark Dance, iStock)

For more Health articles, visit www.foxnews.com/health.

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