精品1_亚洲第一综合_午夜精品久久久久久毛片_精品国产一区二区三区成人影院_中文字幕免费播放_亚洲精品一区二区三区在线看

Google DeepMind is funding NHS research at Moorfields Eye Hospital

source:Business Insider

  release:Nick

keywords:

Time:2017-08-05

DeepMind, the London-based artificial intelligence (AI) lab owned by Google, is funding research being carried out by the National Health Service (NHS).

The company has paid Moorfields Eye Hospital NHS Foundation Trust £110,000 since it signed a deal with the hospital last July, according to a Freedom of Information request made by Business Insider.

DeepMind and Moorfields are working together to see if DeepMind's AI technology can be used to help spot early signs of eye conditions that human eye care experts might miss.

Specifically, Moorfields is applying DeepMind's algorithms to 1 million anonymous OCt (Optical Coherence Tomography) scans. The aim is to determine whether the algorithms can learn to spot early signs of age-related macular degeneration and sight loss that occurs as a result of diabetes.


DeepMind is based out of this Google office in London.

The payment from DeepMind to Moorfields "represents the costs incurred by the Trust," according to the FoI response. Moorfields has not paid any money to DeepMind.

DeepMind is working with four other NHS Trusts on a variety of projects but this is the first example we've come across where DeepMind has paid a Trust.

QQ圖片20170805103005

DeepMind cofounder Mustafa Suleyman.



The financial exchange should not be interpreted as DeepMind paying Moorfields for access to patient data, according to a source with knowledge of the partnership.

"What we want to do is train an algorithm to classify a potential diagnosis in an image in the same way that we've trained algorithms to classify, say, chairs or plants in photos, or that we’ve trained algorithms to perform well in the Atari [game] simulator," Mustafa Suleyman, DeepMind's cofounder,told Business Insider last July.

He added: "Essentially, what it's doing is learning that a particular cluster of pixels are correlated with a particular outcome or action or object that we're looking for."

A spokesperson for DeepMind Health told Business Insider:

 "DeepMind has reimbursed Moorfields for the direct costs they have incurred de-personalising and manually segmenting eye scans prior to transfer. Our research together looks at whether AI techniques can reduce the time between a patient's scan and their diagnosis by an expert eye specialist.
 "We hope this work will help doctors faster analyse the 3,000 eye scans Moorfields carries out every week. Speeding up the time between test and diagnosis could play a critical role in treating serious eye conditions before patients are left with long-term health conditions or blindness. Moorfields owns and controls the de-personalised data at all times and retains the right to share the same dataset with other research groups with the standard ethical approvals."

A spokesperson for Moorfields Eye Hospital NHS Foundation Trust added:

 "We are working with DeepMind on a research project to apply machine learning to one million anonymised eye scans to explore whether this could lead to earlier detection of common eye diseases. Where administrative or clinical time is spent on the research project by Moorfields staff, DeepMind ensures that this time is appropriately reimbursed to the trust. All payments received from DeepMind are to recover costs that have been incurred by Moorfields during the delivery of this collaborative research project."

DeepMind declined to comment when asked whether it was funding any other NHS research.

主站蜘蛛池模板: 亚洲一区色 | 成人在线综合 | 久久成人综合 | 羞羞的视频网站 | 嫩草影院官网 | 91麻豆精品一区二区三区 | 国产疯狂做受xxxx高潮 | 日韩精品在线观看视频 | 中文字幕一区二区三区在线视频 | 欧美日韩三区 | 久久久久久久国产精品 | 欧美激情一区二区三区 | 成人欧美一区二区三区黑人孕妇 | 圆产精品久久久久久久久久久 | 2019中文字幕在线播放 | 精品在线一区二区三区 | 久久精品成人欧美大片 | 精品国产91亚洲一区二区三区www | 欧美日韩国产中文 | 久精品视频 | 天堂√最新版中文在线 | 日韩欧美国产视频 | 亚洲一区精品视频 | 精品一区二区在线视频 | 欧美精品一区在线 | 国产伦精品一区二区三区 | 国产精品日韩欧美一区二区三区 | 久久99精品久久久久婷综合 | 亚洲九九| 亚洲一区 在线播放 | 高清二区 | 久久久久久国产免费视网址 | 国产99久久精品一区二区永久免费 | 久久国产精品偷 | 超碰中文字幕 | 欧美三及| 亚洲久久 | 成人免费视频国产 | 美女又黄又免费的视频 | 亚洲六月丁香色婷婷综合久久 | 欧美黄色一级 |