天天爽天天看-日本少妇xxxx动漫-亚洲av成人精品毛片-欧美一区二区三区激情啪啪-91精品国产成-欧美牲交a欧美牲交aⅴ-欧美日韩国产免费观看-九九99精品久久久久久综合-欧美理论影院-国内老熟妇乱子伦视频-www在线观看av-黄色裸体网站-少妇高潮惨叫久久久久久-国产偷国产偷av亚洲清高-国产午夜精品理论片小yo奈-高大丰满熟妇丰满的大白屁股

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.

天天爽天天看-日本少妇xxxx动漫-亚洲av成人精品毛片-欧美一区二区三区激情啪啪-91精品国产成-欧美牲交a欧美牲交aⅴ-欧美日韩国产免费观看-九九99精品久久久久久综合-欧美理论影院-国内老熟妇乱子伦视频-www在线观看av-黄色裸体网站-少妇高潮惨叫久久久久久-国产偷国产偷av亚洲清高-国产午夜精品理论片小yo奈-高大丰满熟妇丰满的大白屁股
  • <abbr id="a4qk0"><tfoot id="a4qk0"></tfoot></abbr>
    <fieldset id="a4qk0"></fieldset>
    波多野结衣xxxx| 国产精品裸体瑜伽视频| 日韩av播放器| 国产精品区在线| 尤物国产在线观看| 成人性做爰片免费视频| 大地资源第二页在线观看高清版| 亚洲a级黄色片| www.黄色网址.com| 国产a级片网站| 黄色片视频在线播放| 五月婷婷狠狠操| 久久精品国产99久久99久久久| 99中文字幕在线观看| 国产免费一区二区视频| 红桃av在线播放| 色网站在线视频| 日本中文字幕网址| 欧美自拍小视频| 日本天堂免费a| www.色偷偷.com| 三上悠亚免费在线观看| 美女av免费在线观看| 欧美国产日韩另类| 国产 欧美 日韩 一区| 精品www久久久久奶水| av动漫免费观看| 国内外成人激情视频| 激情五月婷婷基地| 国产精品无码一区二区在线| 潘金莲激情呻吟欲求不满视频| 成人免费看片'免费看| 亚洲欧美日韩一级| 99热久久这里只有精品| 亚洲成色www.777999| 成人av在线播放观看| 污视频免费在线观看网站| 久久99久久久久久| 欧美与动交zoz0z| 一区二区三区韩国| 无码人妻精品一区二区三区在线| 污污视频在线免费| 欧美黄色性生活| 91传媒久久久| 九色自拍视频在线观看| 三级网在线观看| 亚洲一区日韩精品| 亚洲一区在线不卡| 欧美黄色一级片视频| 欧美久久久久久久久久久久久| 香蕉精品视频在线| 亚洲欧美偷拍另类| 在线观看高清免费视频| 韩国视频一区二区三区| 国产视频九色蝌蚪| a级黄色小视频| 肉大捧一出免费观看网站在线播放| 日本xxxx黄色| 亚洲男人天堂av在线| 免费看污黄网站| 成人观看免费完整观看| 国产老熟妇精品观看| 福利视频一区二区三区四区| 成人免费看片视频在线观看| 咪咪色在线视频| 黄频视频在线观看| 中文字幕乱码免费| 中文字幕一区二区三区四区五区人| www.com黄色片| 亚洲免费黄色录像| 激情成人在线观看| 亚洲综合伊人久久| 波多野结衣免费观看| 四虎精品欧美一区二区免费| 国产对白在线播放| 免费的一级黄色片| 国产精品自拍片| 国产97色在线 | 日韩| 一级特黄性色生活片| www.这里只有精品| 亚洲高潮无码久久| 免费无码毛片一区二三区| 久久婷婷五月综合色国产香蕉| 国产福利视频在线播放| 激情视频免费网站| 成年人黄色在线观看| 欧美一级欧美一级| 日韩黄色片视频| jizz欧美性11| 肉大捧一出免费观看网站在线播放 | 日韩中文字幕在线不卡| 男的插女的下面视频| 北条麻妃在线一区| 五月天六月丁香| 国产免费黄色av| 国产精品嫩草影院8vv8| www.国产在线视频| 奇米影音第四色| 91黄色在线看| 中文字幕第17页| 黄色一级视频在线播放| 污版视频在线观看| 草b视频在线观看| 亚洲理论中文字幕| 天天摸天天碰天天添| 免费在线观看污污视频| 国产成人在线免费看| www.午夜av| 日韩在线xxx| 日韩极品视频在线观看| 亚洲xxxx2d动漫1| 999一区二区三区| 国产福利精品一区二区三区| 少妇人妻无码专区视频| 不卡中文字幕在线| 天天爽人人爽夜夜爽| 日韩黄色片在线| 91性高潮久久久久久久| 久久九九国产视频| 青青青国产在线观看| 中国老女人av| 第一区免费在线观看| 久草在在线视频| cao在线观看| 97在线免费视频观看| 午夜av中文字幕| 色戒在线免费观看| 日韩av资源在线| aa视频在线播放| 中文字幕无码精品亚洲资源网久久| av在线免费看片| 五月激情五月婷婷| 久久久久久久久久久久91| 日av中文字幕| 国产精品少妇在线视频| 日本精品一区二区三区四区| 97成人在线免费视频| 妺妺窝人体色www看人体| www亚洲国产| 青青草综合视频| a级片一区二区| 成人午夜免费在线| 日本在线xxx| 欧美在线观看成人| av动漫免费看| 不卡的av中文字幕| 亚洲三级在线观看视频| 激情久久综合网| 51xx午夜影福利| www.国产在线播放| 国产成人a亚洲精v品无码| av天堂永久资源网| 黄色三级视频在线| 亚洲色图欧美自拍| 丁香色欲久久久久久综合网| av在线免费观看国产| 国产天堂视频在线观看| 无码人妻丰满熟妇区96| 天堂社区在线视频| 日韩欧美中文在线视频| 日韩精品综合在线| 国产成人av影视| 中国 免费 av| 黄网站欧美内射| 亚欧美在线观看| 久久av高潮av| 日本熟妇人妻中出| 99亚洲精品视频| 成人中文字幕在线播放| 亚洲 欧美 日韩系列| 超级碰在线观看| 97成人在线观看视频| youjizz.com亚洲| 99999精品视频| 午夜久久久久久久久久久| 国产精品无码人妻一区二区在线| 国产成人精品无码播放| 视频区 图片区 小说区| 波多野结衣乳巨码无在线| 久久久久久久久久一区二区| 99在线精品免费视频| 一区二区免费av| 国产精品久久中文字幕| 中文字幕第22页| 亚洲中文字幕无码不卡电影| 色偷偷中文字幕| 国产在线观看福利| 日韩不卡一二区| 国产又黄又猛的视频| 国产乱子伦农村叉叉叉| 日本一区二区免费高清视频| 免费av网址在线| 久久99中文字幕| 亚洲色图欧美自拍| 中文字幕在线观看第三页| 免费在线观看视频a| 国产免费内射又粗又爽密桃视频| 天天干天天草天天| 欧美成人黑人猛交| www..com日韩|