国产成人午夜高潮毛片|国产午夜精品一区二区在线观看|久久zyz资源站无码中文动漫|在线观看国产成人av天堂|成人精品一区日本无码网

China Focus: Chinese AI promotes accurate, quick diagnosis of cervical cancer

Source: Xinhua| 2019-07-18 17:05:18|Editor: Liangyu
Video PlayerClose

GUANGZHOU, July 18 (Xinhua) -- Using artificial intelligence (AI) technologies, Chinese researchers have developed a rapid and accurate screening model to diagnose cervical cancer, a common and fatal disease in women.

Cervical cancer, caused by the human papilloma virus (HPV), is the fourth most frequent cancer in women worldwide, with an estimated 570,000 new cases reported and 311,000 deaths from the disease in 2018, according to the World Health Organization.

In China, the incidence and death rates of cervical cancer are also high, with 130,000 new cases reported last year. Most cases are caused by delayed checks.

The current method to detect abnormal cervical cells is cytology-based screening, known as the Pap test. It is often done during a pelvic examination which allows the health care professional to have a clear view of the cervix and upper vagina by a speculum and take a sample of cervical cells.

Based on more than 200,000 pathological images selected from over 43.5 million cervical screening samples, experts from KingMed Diagnostics, a Guangzhou-based medical diagnostic testing company, along with computer engineers from Huawei Cloud, a subsidiary of the Chinese tech giant Huawei, over one year developed an AI-assisted screening model, which can diagnose the disease with an accuracy of over 99 percent, while costing only one-tenth of the examination time performed by pathologists.

"Pathologists spend an average of six minutes in examining a cervical screening sample under a microscope, while the AI model just needs 36 seconds per case," said Luo Pifu, director of the company's pathological department and lead researcher of the program.

Cervical cancer can often be detected early, and sometimes even prevented entirely, by having regular screenings. More than 350 million Chinese women aged 30 to 65 need cervical cancer check-ups every three to five years, but the country still lacks the screening capacity to meet the demand.

Data from the National Health Commission shows that China offered free cervical cancer checks to 85 million rural women from 2009 to 2018, to promote screening in impoverished areas.

In addition, a report last year by state television broadcaster CCTV shows that China currently has about 10,000 licensed pathologists but still requires at least a further 90,000.

The talent shortage has limited the promotion of cervical cancer screening, according to Li Yinghua, chief information officer of KingMed Diagnostics.

The company expects the AI-assisted screening to help offset the shortage of well-trained pathologists, as well as expand the scope of early examination of cervical cancer in China.

In 2018, KingMed and Huawei agreed to cooperate in building an AI model for cervical cancer screening.

Compared with AI models using CT or MRI images, the AI-assisted screening model for pathology is more complicated, as pathological images are richer in color, larger in size, and require higher precision so that doctors can see the abnormality of cells, said Luo.

Many cancer patients have to take pathological examinations to know whether their tumors are malignant or benign. Pathological images are an important basis for doctors to make treatment plans.

To train, validate and test the AI, developers fed it with 32,000 samples collected by the company from six provinces in the past 12 years.

The AI was built on the basis of ModelArts, an AI development platform developed by Huawei Cloud which turned the diagnostic experiences accumulated by experts into algorithms and models.

With technologies such as data annotation, model training, image classification and case-based reasoning, the AI can automatically complete the diagnosis procedure, while the pathologists only need to review and confirm the positive cases, said Tu Dandan, a senior technical director of the Huawei Cloud.

Results showed that the model can diagnose the disease with a true positive rate of over 99.9 percent, and a negative predictive value of more than 99 percent, according to the diagnostics company.

The two companies will continue cooperation to explore more possible applications of the AI technologies in the field of pathology, such as breast, digestive system, kidney and blood diseases.

"We believe the AI-assisted screening model can save a great deal of manual labor and expand screening coverage, which will benefit more people," said Luo.

TOP STORIES
EDITOR’S CHOICE
MOST VIEWED
EXPLORE XINHUANET
010020070750000000000000011100001382375241
主站蜘蛛池模板: 日韩一区二区三区久久99| 99热门精品一区二区三区无码| 免费女人高潮流视频在线| 中文字幕亚洲日韩无线码| 免费无码av一区二区三区| 中国亚洲呦女专区| 日韩亚洲产在线观看| 人人超碰人人超级碰国| 一区二区视频在线观看视频在线观看视频 | 美女色诱一区二区| 无码福利一区二区三区| 99亚洲精品久久久99| 精品va一区二区| 国产三级a三级三级| 国内精品视频一区二区三区| 国产欧美一区二区三区免费看视频| 热re99久久精品国产99热| 久久婷婷五月综合色欧美| 成人一区二区网站| 波多野结衣的av一区二区三区| 美女高潮黄又色高清视频免费| 一本加勒比hezyo无码专区| 国产精品一区亚洲| 亚洲制服丝袜中文一区在线| 成人乱码一区二区三区av66| 亚洲精品aa片在线观看国产| 亚洲精品~无码抽插| 亚洲va韩国va欧美va| 欧美精品在欧美一区二区少妇大片 | 日韩欧美人妻一区二区三区| 久久婷婷成人综合色综合| 亚洲va久久久噜噜噜久久男同| 亚洲精品久久区二区三区蜜桃臀| 狠狠色丁香久久婷婷综合五月| 国产午夜片无码区在线观看爱情网 | 国产一区二区影院| 亚洲精品久久午夜无码一区二区 | 国内精品一区二区99久免费视频| 色婷婷狠狠97成为人免费| 13小箩利洗澡无码视频网站免费| 亚洲视频一区在线看|