AI could streamline, improve mammography screenings: U of I professor
Share this @internewscast.com

CHAMPAIGN-URBANA, Ill. (WCIA) — A professor from the University of Illinois has discovered that artificial intelligence can play a role in breast cancer screenings, potentially cutting costs by up to 30%.

Mehmet Eren Ahsen, who specializes in business administration and health innovation at the university, explained that AI could be utilized to review mammograms classified as low-risk and identify those with higher risks for further assessment by human radiologists.

This approach may assist hospitals in integrating AI into their operations effectively. These findings are particularly significant in light of the increasing need for early cancer detection and the current shortage of radiologists.

“We often hear the question: Can AI replace this or that profession?” Ahsen said. “In this case, our research shows that the answer is ‘Not exactly, but it can certainly help.’ We found that the real value of AI comes not from replacing humans, but from helping them via strategic task-sharing.”

The researchers involved in the study compared three decision-making strategies in cancer screenings. This included the radiologists reading every mammogram, AI assessing all mammograms and a scenario where AI did the initial screening and referred cases to radiologists as needed.

When assessing which decision making strategy was best, the researcher’s model took into account the range of costs, like implementation, radiologist time, follow-up procedures and potential litigation.

The data indicated that the collaboration between AI and human radiologists performed the best, and led to up to 30.1% in cost savings, without compromising patient safety.

Despite these findings, experts stressed that that current AI systems still underperform when compared to human judgment in complex or borderline cases.

“AI is excellent at identifying low-risk mammograms that are relatively straightforward and easy to interpret,” Ahsen said. “But for high-risk or ambiguous cases, radiologists still outperform AI. The delegation strategy leverages this strength: AI streamlines the workload, and humans focus on the toughest cases.”

Ahsen said that currently, breast cancer screenings can be time-intensive, costly, and a source of stress for patients. This is especially true for those who receive false positives and are called back to the hospital for more appointments, screenings and tests, and potentially biopsies.

With AI and humans working together, however, it’s possible that health care providers could streamline the process.

“You get screened, AI sees something it doesn’t like and immediately flags you for follow-up, all while you’re still at the hospital,” Ahsen said. “It has the potential to be that much more efficient of a workflow.”

Ahsen also said the study indicates that AI can be used in other areas of medicine, where accuracy is critical, but workflow must be efficient.

“We can use it 24/7, and it doesn’t need to take a coffee break,” Ahsen said. “AI is only going to continue to make inroads into health care, and our framework can guide hospitals, insurers, policymakers and health care practitioners in making evidence-based decisions about AI integration.”

The study was published by the journal Nature Communications and co-written by Mehmet U. S. Ayvaci and Radha Mookerjee of the University of Texas at Dallas; and Gustavo Stolovitzky of the NYU Grossman School of Medicine and NYU Langone Health. You can read more about the study here.

Share this @internewscast.com
You May Also Like

Unicoi Revives Holiday Spirit with Annual ‘Old Fashioned Christmas’ Celebration

In Unicoi, Tennessee, the Bogart/Bowman Cabin comes alive with holiday cheer each…

Florida Republicans Urge Trump to Protect State’s Coastlines from Oil Drilling

WASHINGTON – Florida’s congressional representatives, predominantly Republican, are appealing to the Trump…

Parent Issued Citation for Carrying Holstered Firearm on Fairmont Elementary Grounds

In an unexpected incident at Fairmont Elementary School in Johnson City, Tennessee,…

Appeals Court Halts Ruling: National Guard Deployment in DC Continues Amid Legal Battle

WASHINGTON – On Thursday, the U.S. Court of Appeals for the District…

Affidavit Unveils New Insights into Bristol Double Homicide

A newly obtained set of court documents has shed light on a…

Georgia Residents Apprehended in Russell County Phone Scam Bust

Two men from Georgia have been taken into custody following an investigation…

Crayola Recalls Popular Product Nationwide Due to Child Safety Concerns

In a recent product recall, consumers have been alerted to potential risks…

Stay Safe: TDOT & Sullivan County Gear Up for Winter Road Conditions

In anticipation of the winter season, the Tennessee Department of Transportation (TDOT)…

Elderly Motorist, 86, Involved in Fatal Pedestrian Accident in Brevard County, Authorities Report

BREVARD COUNTY, Fla. – Tragedy struck on Thursday evening when an 86-year-old…

Brigitte Macron’s Heartwarming Reunion with Yuan Meng: A Tale of Friendship and Pandas in China

CHENGDU – During a recent trip to China alongside President Emmanuel Macron,…

2026 OUC Orlando Half Marathon Unveils New Athlete Division for Runners with Intellectual Disabilities

Thousands of athletes are gearing up for the OUC Orlando Half Marathon…

Supreme Court Approves Controversial Texas Voting Map for 2026 Elections

In a recent decision, a divided Supreme Court has sided with Texas…