国产av不卡一区二区_欧美xxxx做受欧美_成年人看的毛片_亚洲第一天堂在线观看_亚洲午夜精品久久久中文影院av_8x8ⅹ国产精品一区二区二区_久久精品国产sm调教网站演员_亚洲av综合色区无码一二三区_成人免费激情视频_国产九九九视频

Global EditionASIA 中文雙語Fran?ais
Business
Home / Business / Technology

Artificial intelligence opens new avenues for healthcare in China

By Liu Zhihua | China Daily | Updated: 2018-12-05 09:38
Share
Share - WeChat
AI-based diagnosis tools will help young and inexperienced doctors to learn and improve. [Photo/IC]

China's healthcare industry is ramping up artificial intelligence application in disease diagnosis and healthcare, and industry sources said AI-incorporated healthcare solutions will help alleviate the country's inadequate and imbalanced medical resource allocation.

AI is rapidly improving disease diagnosis and treatment accuracy in county-level hospitals, as China calls for more efforts to develop the new generation of AI to inject a fresh driving force into the country's high-quality economic growth, according to Fang Cong, vice-president of Hangzhou Yitu Healthcare Technology Co Ltd, a startup that pioneers in AI healthcare innovation.

"China has the world's richest medical data, and a keen thirst for AI. The government has been creating a good environment for the AI industry to develop, and we also have resourceful AI talents," she said.

"From laboratory research to clinical use, AI (in healthcare) is developing with unprecedented speed in China. Our medical facilities have taken a lead in using AI-based applications compared to other countries."

The company has developed a series of clinical intelligent diagnosis systems for lung cancer, breast cancer and children's growth and development, which can deliver diagnosis reports within seconds and have been used in hundreds of hospitals throughout the country.

The incorporation of AI into clinical practice will not only enhance doctors' working efficiency and reduce their workload, but more importantly, will promote advanced diagnosis and treatment experiences from top hospitals to less privileged ones, and level up healthcare services at county-level facilities because AI is often developed with medical data from top hospitals, according to Fang.

That is important, especially as China is building a tiered medical care system with which patients choose medical institutions of different levels according to the severity of their illness, instead of just crowding into top hospitals for any ailment, Fang said.

DXY, a leading online healthcare platform, has also been deepening its AI push.

"AI can rapidly empower doctors in grassroots areas and make a change," said Zhang Wei, vice-president of DXY.

The company released China's first AI-based skin disease diagnosis system last year, together with the Second Xiangya Hospital of the Central South University in Changsha, Hunan province, and Glority, an AI technology company in Hangzhou, Zhejiang province.

The system was able to diagnose lupus and other similar skin diseases with an accuracy of more than 85 percent, the company claimed. Lupus is a rare chronic autoimmune disease that leads to skin conditions.

After undergoing tests and deep learning for a year, based on the data bank of the nationally reputed hospital for skin disease treatment, the system now can diagnose 85 types of skin diseases with an overall accuracy of 86 percent. Among 35 common skin diseases, the accuracy is as high as more than 95 percent, the company said.

In April, the system officially opened to certified doctors, who can upload photos of patients' skin lesions through WeChat to the system, and then take reference from the advice the system gives within seconds on diagnosis and treatment, as well as other information related to the condition.

"AI-based diagnosis tools may not be that helpful to experienced doctors, but will definitely help young and inexperienced doctors to learn and improve," Zhang said, who is also secretary-general of the Dermatology Artificial Intelligence Development Alliance of China.

"That means a lot to China, which lacks experienced dermatologists, especially in grassroots areas."

China has only 20,000 dermatologists, many of whom are in cities rather than in rural areas, and in the eastern regions instead of the west, he said, adding that many hospitals in remote areas even cannot afford a skin disease department.

However, he said, despite the fast development and application of AI in healthcare, AI cannot replace doctors, because healthcare not only requires medical knowledge but also care for people, which only doctors can provide.

Fang, vice-president of Hangzhou Yitu Healthcare, said there are challenges shadowing the further application of medical AI in China, such as the low data quality resulting from the inadequate digitalization of Chinese hospital systems, the lack of regulation of privacy and ethics, and the inability to meet complicated clinical needs with a single solution.

Xinhua contributed to the story.

Top
BACK TO THE TOP
English
Copyright 1994 - . All rights reserved. The content (including but not limited to text, photo, multimedia information, etc) published in this site belongs to China Daily Information Co (CDIC). Without written authorization from CDIC, such content shall not be republished or used in any form. Note: Browsers with 1024*768 or higher resolution are suggested for this site.
License for publishing multimedia online 0108263

Registration Number: 130349
FOLLOW US
CLOSE
 
黄色片在线免费看| 久久嫩草精品久久久久| 裸体在线国模精品偷拍| 亚洲精品系列| 午夜精品av| 欧美激情777| 欧美美女啪啪| 成人偷拍自拍| 亚洲国产欧美国产第一区| 久久av影院| 日本在线视频一区二区| 亚洲综合电影| 51av在线| 擼擼色在线看观看免费| 处破女av一区二区| 日韩精品中文字| av天天在线| 女人抽搐喷水高潮国产精品| 亚洲经典视频在线观看| 欧美精品1区2区3区| 四虎影院观看视频在线观看| 亚洲一级电影视频| 69国产精品| 亚洲国产一成人久久精品| 欧美性生活久久| 欧美激情免费观看| 精品黄色免费中文电影在线播放| 久久亚洲在线| 亚洲三级在线免费| 一区二区三区电影网| 乱插在线www| 国产69精品久久777的优势| 在线免费观看a视频| 一级毛片视频| 最新四虎影在线在永久观看www| 91精品国产一区二区三密臀| 中文字幕在线中文字幕二区| 四虎影视精品成人| 国产在线一二三| 男人的天堂在线视频免费观看 | 天天曰天天操| www.亚洲| 粉嫩粉嫩芽的虎白女18在线视频| 伊人av免费在线观看| 精品美女视频在线观看免费软件| 99riav在线| 少女频道在线观看免费播放电视剧| 成人福利影视| 欧美专区福利免费| 白嫩亚洲一区二区三区| 国产精品三p一区二区| 国产精品亚洲二区| **女人18毛片一区二区| 国产精品久久国产愉拍| 看片的网站亚洲| 成人精品免费网站| 亚洲国产高清在线| 亚洲一二三专区| 欧美少妇性性性| 精品国产乱码久久| 亚洲毛片网站| 亚洲人成精品久久久| 99久久精品网| 亚洲美女啪啪| 精品无人码麻豆乱码1区2区| 成人高清视频免费观看| 亚洲国产成人午夜在线一区| 亚洲一区二区高清| 欧美色图免费看| 亚洲精品国产精品国产自| 中文字幕一区二区三区电影| 亚洲91精品在线观看| 九九热爱视频精品视频高清| 黄色网址网站| 天堂资源在线观看| 国产在线激情视频| 777午夜精品电影免费看| jazzjazz国产精品麻豆| 视频在线不卡免费观看| 免费视频一区二区三区在线观看| 国产在线播放一区二区三区| 国产日韩精品一区二区三区在线| 亚洲二区视频在线| 欧美一区二区三区视频免费| 在线播放国产精品| 男人插入女人视频| 成年女人午夜毛片免费看| 日本在线三级| 色婷婷视频在线观看| 香蕉久久一区| 日韩精品永久网址| 久久亚洲欧洲| 91视频免费观看| 午夜在线电影亚洲一区| 日韩精品一区国产麻豆| 久久久999精品| 日韩色级片先锋影音| 免费yellow网站| 91sp网站在线观看入口| 成人开心激情| 欧美猛男同性videos| 国产婷婷精品| 粉嫩久久99精品久久久久久夜| 日韩美女啊v在线免费观看| 欧美性欧美巨大黑白大战| 亚洲区在线播放| 亚洲色图综合图区| 人人做人人爽| 精品黄色免费中文电影在线播放| 福利一区在线| 日韩精品永久网址| 精品一区二区三区视频| 亚洲欧洲三级电影| 欧美日韩国产一级二级| 色综久久综合桃花网| 亚洲午夜久久久久中文字幕| 91免费日韩| 18+激情视频在线| 国产精品亚洲欧美一级在线 | 国产黄a三级三级三级av在线看 | 国产亚洲精品日韩| 青青在线观看视频中文字| 色噜噜狠狠成人网p站| 一区二区三区国产| 日韩欧美国产一区二区在线播放 | 欧美一区二区三区久久综合| 3d黄动漫网站| 综合图区亚洲| youjizzjizz亚洲| 9国产精品视频| 久久久精品国产免费观看同学| 色婷婷久久一区二区三区麻豆| 亚洲人在线视频| 欧美三级又粗又硬| 在线免费激情视频| 日韩大片欧美大片| 亚洲中无吗在线| 国产精品1024| 欧美日韩亚洲网| 在线免费观看羞羞视频一区二区| 国产人成免费视频| 精品影院一区| 国内精品视频| 国产精品美女| 亚洲欧美综合另类在线卡通| 欧美白人最猛性xxxxx69交| 亚洲伦片免费看| 又黄又www| 成人免费网站www网站高清| 99久久影视| 99热这里都是精品| 欧美中文字幕一区| 久久综合伊人77777尤物| 成年人三级网站| 欧美性猛片xxxxx免费中国| 国产午夜一区| 国产电影一区在线| 欧美性猛xxx| 欧美成人免费大片| 九七影院理论片| а√在线天堂官网| 国产精品成人av| 99久久精品一区| 欧美精品三级日韩久久| 一区二区三区免费视频网站| 成年人在线播放| 欧美激情三区| 亚洲在线成人| 一区二区久久久久久| 中文字幕欧美日韩va免费视频| 淫行教师动漫| caoporn97在线视频| 国内精品视频在线观看 | 精品精品国产国产自在线| 很黄很色网站| 国产va在线视频| 中文字幕免费一区二区| 国产欧美日韩一区二区三区在线观看| 欧美va在线播放| 国产一区二区在线|播放| 69久久精品| 欧美日韩播放| wwww国产精品欧美| 精品久久人人做人人爽| 国产真实乱全部视频| 日本在线视频观看| 精品成人影院| 久久影音资源网| 亚洲精品wwww| 来个黄色网址| 日韩大片免费观看| 亚洲国产专区校园欧美| 亚洲精品久久久久久国产精华液| 最近更新的2019中文字幕| 妞干网2018| 欧美高清免费| 老色鬼精品视频在线观看播放| 欧洲亚洲国产日韩| 私人影视中文字幕| 免费观看久久久久| 久久久9色精品国产一区二区三区| 国产拍揄自揄精品视频麻豆| 亚洲欧美日韩第一区| 日日夜夜天天操| 成人精品高清在线视频| 日本不卡一二三区黄网| 欧美天堂亚洲电影院在线播放| av中文字幕网| 麻豆传媒在线免费| 91精品国偷自产在线电影 | 99热免费在线| 日日夜夜一区| 韩国三级在线一区| 日韩欧美视频一区| 黄色网址网站| 狠狠久久综合| 极品美女销魂一区二区三区免费| 宅男在线国产精品| 性xxxxx| 欧美一区 二区 三区| 日本免费在线视频不卡一不卡二| 精品视频全国免费看| 久久国产综合视频| 国产黄大片在线观看| 校园春色综合网| 欧美在线观看一二区| 精品无人区乱码1区2区3区免费| 丁香花视频在线观看| 日韩午夜av在线| 在线观看一区日韩| 精品一区二区三区五区六区| 岛国av免费在线观看| 91成人看片| 亚洲国产综合91精品麻豆| 88国产精品欧美一区二区三区| 淫片在线观看| 亚洲欧美一级二级三级| 精品国产精品自拍| 欧美午夜春性猛交xxxx| 成年男女免费视频网站不卡| 日韩电影网1区2区| 欧美一二三区在线| 天天骑天天射| 国产精品国产亚洲精品| 成人aaaa免费全部观看| 在线观看不卡av| 你懂的在线免费观看| 久久久9色精品国产一区二区三区| 亚洲韩国精品一区| 色94色欧美一区| 日本韩国欧美| 国产高清成人在线| 日韩激情第一页| 影音av在线| 日韩电影免费观看高清完整版在线观看| 国产精品一区在线观看乱码 | 欧美亚洲午夜视频在线观看| 男女在线观看视频| 日韩成人一级大片| 精品国产乱码久久久久久浪潮 | 日韩av一卡二卡| 最大av网站| 91野花视频| av电影在线观看网址| 欧美日韩中文| 精品污污网站免费看| 口述被爽到呻吟高潮自述| 亚洲国产一区二区三区网站| 中文字幕国产精品一区二区| 91精品国产沙发| 美女的胸无遮挡在线观看| 久久99国产精品免费网站| 欧美不卡一区二区三区| 曰韩少妇与小伙激情| 久久国产精品亚洲人一区二区三区 | 国产精品免费视频二三区| 男人亚洲天堂| 久久久久久一二三区| 性日韩欧美在线视频| 国产乱码午夜在线视频| 国产精品1区2区3区| 北条麻妃久久精品| 八戒八戒神马在线电影| 日本成人在线电影网| 亚洲视频精品在线| 成人av电影观看| 久久久亚洲一区| 日韩精品免费综合视频在线播放| 四虎影视2018在线播放alocalhost| 亚洲大胆视频| 欧美成人一区二区三区在线观看| 高清视频在线www色| 国产主播一区| 欧美不卡在线视频| 日韩私人影院| 亚洲一区久久| 日韩成人在线观看| 国产精品免费播放| 日韩专区欧美专区| 亚洲区一区二区| av免费网站在线观看| 精品亚洲欧美一区| 久久精品人人做人人爽| 大香伊人中文字幕精品| 国产成人高清视频| 欧美黑人巨大精品一区二区| 综合日韩av| 26uuu另类欧美| 成人综合社区| 亚洲欧洲一二区| 亚洲男人都懂的| 色猫咪免费人成网站在线观看| 色天下一区二区三区| 一本色道综合亚洲| 初尝黑人巨炮波多野结衣电影| 91精品成人| 日韩免费视频线观看| 欧美一区二区三区少妇| 日韩激情在线观看| 日韩在线中文字| 美女高潮视频在线看| 久久久青草青青国产亚洲免观| 日本年轻的继坶中文字幕| 精品三级久久久| 亚洲一区二区欧美日韩| 操你啦视频分享| 99久久亚洲精品蜜臀| 精品第一国产综合精品aⅴ| 久久伊伊香蕉| 精品一区二区三区视频| 欧美激情乱人伦| 色999韩欧美国产综合俺来也| 亚洲美女淫视频| 人人天天夜夜| 国产精品v欧美精品v日本精品动漫| 亚洲精品国精品久久99热一| 麻豆网站视频在线观看| www.亚洲色图.com| 青草青青国产| 亚洲欧美成人vr| 欧美日韩色一区| 少妇性bbb搡bbb爽爽爽欧美| 免费看日韩精品| 久久久久久国产免费| 国产成人视屏| 欧美日韩在线视频一区| 一级网站免费观看| 日本不卡视频在线观看| 久久久久久久一区二区| 国产色99精品9i| 色综合一区二区三区| 动漫成人在线| 蜜臀久久99精品久久久久宅男| 欧美极品少妇xxxxⅹ喷水| 99精品在线免费观看| 欧美视频在线观看免费网址| 免费看成年人视频在线观看 | 精品一区中文字幕| 97成人在线视频| 国产精品zjzjzj在线观看| 精品1区2区3区| 国产午夜在线观看| 成人免费av在线| 国产精品被窝福利一区| 99国产精品免费视频观看| 日韩精品极品视频免费观看| www.51av欧美视频| 亚洲日本青草视频在线怡红院| 最近久乱中文字幕| 久久久一二三| 欧美激情精品久久久久久大尺度| 精品中文在线| 欧美三级视频在线观看| a√资源在线| 久久午夜电影网| 九九热视频免费观看| 亚洲精品123区| 久久国产精品亚洲| 日韩三级网址| 4hu四虎永久在线影院成人| 蜜桃视频网站在线| 国产欧美一区二区精品秋霞影院| 国内自拍视频在线看免费观看| 激情久久婷婷| 日韩成人免费在线| 亚洲在线激情| 国产亚洲欧美日韩在线观看一区二区| 亚洲成人精品av| 樱桃视频成人在线观看| 亚洲成人7777| 日韩精品系列| 91在线视频观看| 成年人三级网站| 日韩主播视频在线| 欧美做a欧美| 欧美精品日韩| 欧美成人一区二区三区电影| 国产精品香蕉| 亚洲精品黄网在线观看| 国产精品久久久久久吹潮|