GUANGZHOU - A team of Chinese and US researchers has developed an artificial intelligence system that can "read" health records and give diagnoses as accurately as experienced doctors.In a paper published in Nature Medicine on Tuesday, the researchers said they have built an AI-based system that can automatically diagnose common childhood diseases after processing the patient's symptoms, medical history and other clinical data.To train and validate the "smart" system, the scientists used it to study and interpret electronic health records collected from more than 1.36 million pediatric visits to a major referral center in China.The system was highly accurate - comparable to experienced pediatricians - and may aid future doctors in diagnosing complex or rare diseases by providing more diagnostic predictions, the paper said.In addition, it may be useful for triage patients, an important factor in areas that are short of medical resources."The study demonstrates that AI may help diagnose more diseases after systematically studying health records, but we still have much work to do," said Xia Huimin, co-author of the paper and a researcher at Guangzhou Women and Children's Medical Center."We need a wider range of data to validate the system's level of accuracy."The collection and analysis of high-quality data is a long process that requires close cooperation between algorithm engineers, clinicians and epidemiologists." fundraising rubber wristbandscustom printed wristbands for eventssilicone wristband braceletrubber bracelets cheaprubber bracelets
[Photo/VCG] MACAO -- The graft cases of Macao public servants have decreased in 2018, but the cases such as fraud, document forgery and power abuse have increased, said a report issued by the anti-corruption watchdog of China's Macao Special Administrative Region (SAR) on Wednesday. The 2018 Annual Report of the Commission Against Corruption (CCAC) of Macao said the CCAC considers it necessary to strengthen the sense of law-abidingness of public servants and the awareness of integrity and dedication of the leadership and management of public services. They shall not take advantage of their powers and positions directly or indirectly for private gain. In 2018, the CCAC received a total of 733 complaints and reports, of which 141 involved corruption and 592 were about administrative impropriety. Compared with 2017, there was a decrease in complaints and reports mainly because the Legislative Assembly election was held in 2017, when more complaints, requests for help and inquiries about the election were received. The report added that in 2018 the CCAC investigated a number of cases of fraud over government subsidies involving the Fund of Environmental Protection and Energy Saving and the Fund of Continuing Education, demonstrating the need for more monitoring of the grant of subsidies by the public services. In 2018, the CCAC completed two inquiries and published the Investigation report on the construction project at Alto de Coloane in February and the Investigation report on the vetting and approval of major investment immigration and technical immigration by the Macao Trade and Investment Promotion Institute (IPIM) in July, respectively. The report said the inquiry into the case of IPIM even revealed a crime allegedly committed by public servants in high positions, reflecting that the problems concerning loose enforcement of law and lack of supervision by some of the public services are so significant that they deserve great attention of the SAR government.
