波多野结衣办公室双飞_制服 丝袜 综合 日韩 欧美_网站永久看片免费_欧美一级片在线免费观看_免费视频91蜜桃_精产国品一区二区三区_97超碰免费在线观看_欧美做受喷浆在线观看_国产熟妇搡bbbb搡bbbb_麻豆精品国产传媒

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 1995 - . 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
 
波多野结衣办公室双飞_制服 丝袜 综合 日韩 欧美_网站永久看片免费_欧美一级片在线免费观看_免费视频91蜜桃_精产国品一区二区三区_97超碰免费在线观看_欧美做受喷浆在线观看_国产熟妇搡bbbb搡bbbb_麻豆精品国产传媒
日韩在线观看免| 国产午夜精品一区二区三区四区 | 欧美美女网站色| 亚洲丝袜自拍清纯另类| 国产成人小视频| av片在线免费看| 久久久久久久性| 久久97超碰国产精品超碰| 粉嫩av蜜桃av蜜臀av| 91精品国产手机| 日日摸夜夜添夜夜添国产精品| 女人扒开双腿让男人捅| 欧美主播一区二区三区美女| 一区二区三区91| 国产探花一区二区三区| 欧美性受xxxx| 亚洲一区免费在线观看| 深夜视频在线观看| 欧美丰满少妇xxxbbb| 午夜精品在线看| 中文字幕在线免费看线人| 欧美va日韩va| 国模一区二区三区白浆 | 日本不卡在线视频| 在线观看国产网站| 欧美xxxxxxxxx| 国产一区二区三区免费播放| 国产传媒免费在线观看| 亚洲欧美日韩在线| 永久免费未满蜜桃| 精品国产1区2区3区| 国产精品综合二区| 91porn在线视频| 一区二区三区中文字幕精品精品 | 精品久久久久久中文字幕人妻最新| aaa欧美大片| 欧美中文一区二区三区| 五月天婷婷综合| www.日本高清视频| 中文字幕五月欧美| 国产免费a级片| 精品国产乱码久久久久久闺蜜| 国产精品一区二区久久精品爱涩 | 男人操女人下面视频| 欧美日韩免费电影| 蜜臀a∨国产成人精品| 国产日韩精品中文字无码| 一区二区中文字幕在线| 中国特级黄色大片| 久久精品视频免费| 欧美体内she精高潮| 日韩一区二区精品| 国产99久久久久| 欧美日韩国产乱码电影| 美国毛片一区二区| 69av视频在线| 日本va欧美va精品发布| 99热99这里只有精品| 一级做a爱片久久| av电影网站在线观看 | 国产欧美小视频| 亚洲欧美欧美一区二区三区| 免费在线观看成年人视频| 国产精品久久一级| 久久人人爽人人爽人人片| 国产精品久久久久久久久免费相片 | 色先锋久久av资源部| 男女视频一区二区| 日韩福利小视频| 蜜桃久久av一区| 91国产免费观看| 紧缚奴在线一区二区三区| 91福利精品视频| 国产精品综合一区二区三区| 3atv一区二区三区| 成人妖精视频yjsp地址| 日韩精品一区二区三区四区视频 | 久久色成人在线| 午夜诱惑痒痒网| 国产亚洲精品资源在线26u| 巨乳女教师的诱惑| 久久久噜噜噜久久人人看| 亚洲av无码久久精品色欲| 国产三级久久久| 精品人妻一区二区免费视频| 亚洲欧美一区二区在线观看| 亚洲v国产v欧美v久久久久久| 亚洲一本大道在线| 2025国产精品自拍| 伦理电影国产精品| 欧美久久久久中文字幕| 不卡av在线免费观看| www.四虎在线| 国产精品护士白丝一区av| 日韩片在线观看| 一区二区三区欧美| 国产精品久久久精品四季影院| 精品中文字幕一区二区小辣椒| 6080午夜不卡| 精品人妻无码中文字幕18禁| 国产精品免费人成网站| 摸摸摸bbb毛毛毛片| 日日嗨av一区二区三区四区| 在线看一区二区| av在线不卡网| 欧美国产精品v| 国产精品久久久久久久av| 日本aⅴ免费视频一区二区三区 | 无码人妻久久一区二区三区蜜桃| 国产精品污污网站在线观看| 国产真人做爰视频免费| 免费高清视频精品| 欧美一区二区国产| 秘密基地免费观看完整版中文| 亚洲激情男女视频| 色天天综合色天天久久| 成人精品亚洲人成在线| 国产精品久久久久久久久免费相片 | 欧美在线看片a免费观看| 成人深夜视频在线观看| 国产日韩精品久久久| 欧美人与性囗牲恔配| 麻豆国产欧美日韩综合精品二区| 日韩一区二区三区免费看 | 亚洲女人****多毛耸耸8| 国产激情无码一区二区三区| 国产精品资源在线| 国产午夜精品一区二区三区视频| 日韩精品无码一区二区三区久久久| 午夜精品福利一区二区三区av| 欧美情侣在线播放| 性活交片大全免费看| 亚洲二区在线视频| 69堂成人精品免费视频| jizz日本免费| 伦理电影国产精品| 久久夜色精品国产欧美乱极品| 日本黄色小视频在线观看| 国产一区二区成人久久免费影院 | av免费观看不卡| 午夜电影久久久| 日韩一卡二卡三卡国产欧美| 国产精品无码一区二区三区免费| 久久精品国产精品亚洲红杏| 久久久影视传媒| 顶级黑人搡bbw搡bbbb搡| 丁香另类激情小说| 亚洲三级电影网站| 欧美三级韩国三级日本一级| 国产人成视频在线观看| 免费人成精品欧美精品| 久久一留热品黄| 中国毛片直接看| 91在线精品秘密一区二区| 亚洲午夜私人影院| 日韩欧美激情一区| 91麻豆制片厂| 99久久综合99久久综合网站| 亚洲一级在线观看| 日韩精品一区在线| 四虎884aa成人精品| 欧美性猛交乱大交| 美日韩一级片在线观看| 中文字幕av一区二区三区高 | 午夜剧场免费在线观看| 91在线码无精品| 男女性色大片免费观看一区二区| 国产三级精品视频| 日本韩国视频一区二区| 亚洲av成人片色在线观看高潮 | 日本欧美一区二区| 久久精品一区二区| 91福利国产成人精品照片| 极品白嫩丰满美女无套| 国产一区二区三区观看| 亚洲精品第1页| 欧美哺乳videos| 色综合久久久久久久久久久| 50一60岁老妇女毛片| 国产毛片精品视频| 一个色妞综合视频在线观看| 精品国产a毛片| 91福利小视频| 51妺嘿嘿午夜福利| 丰满少妇中文字幕| 久久99国内精品| 一区二区三区四区五区视频在线观看 | 8v天堂国产在线一区二区| 一二三四国产精品| 女女调教被c哭捆绑喷水百合| 国产一区二区免费视频| 亚洲国产精品人人做人人爽| 国产区在线观看成人精品 | 久久久夜色精品亚洲| 色天使色偷偷av一区二区| 人妻少妇一区二区| 91啦中文在线观看| 国产一区二区三区| 日韩精品五月天| 亚洲欧美日韩在线|