惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

F
Fortinet All Blogs
爱范儿
爱范儿
P
Proofpoint News Feed
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
T
Tailwind CSS Blog
J
Java Code Geeks
宝玉的分享
宝玉的分享
Jina AI
Jina AI
B
Blog
N
Netflix TechBlog - Medium
Recent Announcements
Recent Announcements
aimingoo的专栏
aimingoo的专栏
腾讯CDC
C
Check Point Blog
The Cloudflare Blog
阮一峰的网络日志
阮一峰的网络日志
博客园 - Franky
罗磊的独立博客
B
Blog RSS Feed
WordPress大学
WordPress大学
小众软件
小众软件
博客园 - 叶小钗
M
MIT News - Artificial intelligence
GbyAI
GbyAI

The Guardian

Rory McIlroy surges into six-shot Masters lead with stunning second-round flourish ‘That’ll be the end’: actor Sam Neill joins fight to stop controversial goldmine near his New Zealand vineyard Roberto De Zerbi targets ‘Ange-ball’ revival to save Spurs from relegation Bath hit back to reach semi-final after stunning Northampton in 11-try epic Secret Garden to Outcome: the week in rave reviews Zebras, wealth and power: Hungary’s election tests Orbán’s grip on power ‘TikTok effect’ brings sellout crowds and younger fans to Grand National meeting The war over Omagh’s gold: the £21bn mine plan tearing a community apart Britain’s shadow workforce is paid as little as 65p an hour. Who cares for the carers? From You, Me & Tuscany to Euphoria: your complete entertainment guide to the week ahead Six great reads: the man who let snakes bite him, masked heavy metal and the brutal reality for foreign students in the UK American Classic review – I defy you not to fall in love with Kevin Kline and Laura Linney’s tender comedy Cuba’s doctors were a lifeline for the world. Now the Caribbean is shamefully complicit in the US drive to expel them An environmental disaster in Moldova has Russia’s fingerprints all over it RMIT drops misconduct case against student who accused university of being ‘complicit in Gaza genocide’ Ichiro Suzuki statue unveiling goes awry as bronze bat snaps during ceremony Survivors of Epstein’s abuse accuse Melania Trump of ‘shifting burden’ on to victims European football: Real Madrid held at home by Girona to extend winless run Arne Slot insists he is ‘aligned’ with Liverpool board and fans as squad is rebuilt Kamala Harris ‘thinking about’ running for president again in 2028 JD Vance warns Iran against trying to ‘play’ the US in peace talks West Ham double up twice to thrash Wolves and put Spurs in relegation zone Trump administration releases new renderings of so-called ‘Arc de Trump’ Crispin Odey drops £79m libel claim against FT over sexual misconduct allegations Bafta apologises for events surrounding John Davidson’s Tourette’s outburst Cocktail of the week: Bar Shrimp’s la rosita – recipe New drug may extend survival in aggressive ovarian cancer, trial shows One dead and 27 injured after bus with British passengers crashes in Canary Islands Pope adds to Smith’s mass of Surrey runs with England woes a world away OpenAI CEO Sam Altman’s home targeted with molotov cocktail
Scientists develop AI tool to spot heart failure risk fiv...
Andrew Gregory · 2026-04-08 · via The Guardian

Oxford scientists have developed a simple AI tool that can predict the risk of heart failure five years before it develops.

More than 60 million people worldwide have the condition in which the heart cannot pump blood around the body as well as it should. Spotting cases before they develop into heart failure would be a big step forward, experts say. Doctors could prepare better for and manage the condition at an earlier stage or even prevent it entirely.

The AI tool, developed by a team at the University of Oxford, looks for signs in fat around the heart that indicate whether it is inflamed and unhealthy. The signs are not visible to the human eye.

Until now, there had not been a way to accurately predict heart failure using routine cardiac CT scans, the researchers said. The tool provides doctors with a patient’s risk score that could help them make decisions about care such as how closely patients should be monitored.

Those in the highest risk group were 20 times more likely to develop heart failure than those in the lowest risk group, and they had about a one in four chance of developing the condition within five years.

The AI tool was trained and validated in 72,000 patients from nine NHS trusts in England, who were followed up for a decade after their CT scans. It predicted their risk of developing heart failure in the next five years with 86% accuracy. The results were published on Wednesday in the Journal of the American College of Cardiology.

Charalambos Antoniades, a professor of cardiovascular medicine at Oxford who led the research, said: “We have used developments in bioscience and computing to take a big step forward in treating heart failure.

“Our new AI tool is able to take cardiac CT scan data and produce an absolute risk score for each patient without any need for human input. Although this study used cardiac CT scans, we are now working towards applying this method to any CT scan of the chest, performed for any reason.

“This will allow doctors to make more informed decisions about the best way to treat patients, giving the most intensive treatment to those at the highest risk.”

The Oxford team is seeking regulatory approval to roll out the tool in healthcare systems including in the NHS. They hope to add it to routine cardiac CT scan analysis performed in hospital radiology departments.

Dr Sonya Babu-Narayan, the clinical director at the British Heart Foundation, which funded the study, said: “Heart failure is consistently diagnosed too late, sometimes only when a patient is admitted to hospital. Late diagnosis may mean patients already have severe damage to their heart muscle which might have been avoided.

“This tool could help doctors spot heart failure earlier, by monitoring more closely those at highest risk. Early heart failure diagnosis is crucial – it means doctors can better manage someone’s condition which gives them a fighting chance of living longer in better health. This study demonstrates the power of harnessing technology to unlock improvements in cardiovascular care.”

Experts say the best way to boost heart health is to eat plenty of fruit and vegetables, stay physically active, stick to a healthy weight, quit smoking, reduce alcohol consumption and keep blood pressure under control.