outbrain
Close  

AI beats human breast cancer diagnosis

/ 06:29 PM January 04, 2020
breast cancer, mammogram

In Britain, women over 50 are advised to get a mammogram every three years, the results of which are analyzed by two independent experts. Image: PicturePartners / IStock.com

A computer program can identify breast cancer from routine scans with greater accuracy than human experts, researchers said in what they hoped could prove a breakthrough in the fight against the global killer.

Breast cancer is one of the most common cancers in women, and regular screening is vital in detecting the earliest signs of the disease in patients who show no obvious symptoms.

ADVERTISEMENT

In Britain, women over 50 are advised to get a mammogram every three years, the results of which are analyzed by two independent experts.

But interpreting the scans leaves room for error, and a small percentage of all mammograms either return a false positive — misdiagnosing a healthy patient as having cancer — or false negative, missing the disease as it spreads.

FEATURED STORIES

Now researchers at Google Health have trained an artificial intelligence model to detect cancer in breast scans from thousands of women in Britain and the United States.

The images had already been reviewed by doctors in real life, but unlike in a clinical setting the machine had no patient history to inform its diagnoses.

The team found that their AI model could predict breast cancer from the scans with a similar accuracy level to expert radiographers.

Further, the AI showed a reduction in the proportion of cases where cancer was incorrectly identified — 5.7% in the US and 1.2% in Britain, respectively.

It also reduced the percentage of missed diagnoses by 9.4% among U.S. patients and by 2.7% in Britain.

“The earlier you identify a breast cancer the better it is for the patient,” Dominic King, UK lead at Google Health, told AFP.

“We think about this technology in a way that supports and enables an expert, or a patient ultimately, to get the best outcome from whatever diagnostics they’ve had.”

ADVERTISEMENT

Computer ‘second opinion’

In Britain all mammograms are reviewed by two radiologists, a necessary but labor-intensive process.

The team at Google Health also conducted experiments comparing the computer’s decision with that of the first human scan reader.

If the two diagnoses agreed, the case was marked as resolved. Only with discordant outcomes was the machine then asked to compare with the second reader’s decision.

The study by King and his team, published in Nature, showed that using AI to verify the first human expert reviewer’s diagnosis could save up to 88% of the workload for the second clinician.

“Find me a country where you can find a nurse or doctor that isn’t busy,” said King.

“There’s the opportunity for this technology to support the existing excellent service of the (human) reviewers.”

The team said further research was needed but they hoped that the technology could one day act as a “second opinion” for cancer diagnoses. NVG

RELATED STORIES:

WHO moves step closer to cheaper breast cancer treatment

AI used for creation of novel, unconventional artworks

TOPICS: Artificial Intelligence, breast cancer, Cancer, Google Health, mammogram
Read Next
EDITORS' PICK
MOST READ
Don't miss out on the latest news and information.
View comments

Subscribe to INQUIRER PLUS to get access to The Philippine Daily Inquirer & other 70+ titles, share up to 5 gadgets, listen to the news, download as early as 4am & share articles on social media. Call 896 6000.

For feedback, complaints, or inquiries, contact us.


© Copyright 1997-2020 INQUIRER.net | All Rights Reserved

We use cookies to ensure you get the best experience on our website. By continuing, you are agreeing to our use of cookies. To find out more, please click this link.