
Can a simple photo of your face reveal how ill you are?
0 / 31
English
中文
An AI tool may be able to help doctors judge how ill a patient is using a single photograph of their face, say US researchers.
(暂无翻译)
Trained on millions of healthy faces, and 35,000 photos of cancer patients, the tool can make estimates on survival by looking closely at features near the eyes, the scientists say.
(暂无翻译)
While it's a long way from being suitable for use in hospitals, the researchers say their goal is to help doctors recommend the right treatments for their patients.
(暂无翻译)
The preliminary findings are published in the Lancet Digital Health, external journal.
(暂无翻译)
The researchers developed two AI tools to estimate biological age and predict cancer survival from a single face photo. The face on the left shows features most important to cancer survival outcomes, while the right face shows those key to age. Areas shown in yellow had the greatest impact on predictions.
(暂无翻译) (暂无翻译) (暂无翻译)
The 'FaceSurvival' AI tool suggests the area under the eyes and around the bridge of the nose are the most vital parts of the face to assess when estimating how long they might have left to live.
(暂无翻译)
These metrics applied across many different types of cancers, varying in severity, including ones that had spread to the patient's bones or brain.
(暂无翻译)
Most of the cancer patients, who were from the US and the Netherlands, were in their 50s or 60s, but some were children, while others were in their 90s.
(暂无翻译)
Doctors already examine patients and run comprehensive checks and tests to judge how unwell they are, and what their prognosis might be.
(暂无翻译)
The AI tool, which has a patent application pending, is designed to help doctors doing this work, not replace them.
(暂无翻译)
Lead researcher Dr Raymond Mak, from Mass General Brigham in Boston, explained: "As the population ages, physicians need better ways to estimate physical reserve and frailty before recommending intensive treatments such as radiation, surgery or systemic therapy.
(暂无翻译)
"Our goal is to make face photograph-based health assessment more quantitative, consistent and scalable so it can support personalised treatment decisions rather than replace physician judgment."
(暂无翻译)
Collagen: Do you drink it? Inject it? Rub it on your skin? And does it work?
(暂无翻译) (暂无翻译) (暂无翻译)
Why doing a mix of exercise could be the key to longer life Can two hours of strength training a week reduce the risk of dying early?
(暂无翻译)
Mak and colleagues are also evaluating an AI tool for predicting biological age, or how old someone looks, as opposed to their birthday age.
(暂无翻译)
The 'FaceAge' tool suggests the skin below the nose and near the mouth - the so-called nasolabial folds and marionette lines - plus the forehead (frown lines), temples (crows' feet) and cheeks are a good indicator of how fast we age.
(暂无翻译)
Some lifestyle habits can speed that process up, like heavy alcohol use, drug use and smoking.
(暂无翻译)
Mak says the tool was "surprisingly consistent" across common real-world photos despite variations in pose, lighting, facial expression and make-up.
(暂无翻译)
"It was also stable across most tested plastic surgery procedures, with only a small shift observed after rhinoplasty [a nose job]," he says.
(暂无翻译)
But the researchers stress they need much more data and photos of faces, particularly from lots of different ethnic groups, to determine how well the tools work.
(暂无翻译)
They are still very much under development. The research team is inviting the public to take part, external and receive a personalised biological age estimate by uploading their own facial photo the research team.
(暂无翻译) (暂无翻译)
Prof Miroslaw Bober, an expert in video processing and machine learning at the University of Surrey in the UK, says any claims that the tool could track ageing or lifestyle changes over time would be "premature".
(暂无翻译)
"This is a promising proof of concept, but it is not ready for clinical use," he said.
(暂无翻译)
"The tool still needs testing against doctors' own judgement and across different hospitals and patient groups."
(暂无翻译)
And he warned: "Predicting an outcome is not the same as explaining it."
(暂无翻译)
AI can forecast your future health – just like the weather AI designs antibiotics for gonorrhoea and MRSA superbugs
(暂无翻译)
仅供学习使用,如有侵权请联系删除 · 查看原文