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Artificial intelligence model detects asymptomatic Covid-19 infections through cellphone-recorded coughs

Results might provide a convenient screening tool for people who may not suspect they are infected.
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Caption: MIT researchers have found that people who are asymptomatic for Covid-19 may differ from healthy individuals in the way that they cough. These differences are not decipherable to the human ear. But it turns out that they can be picked up by artificial intelligence.
Credits: Image: Christine Daniloff, MIT

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MIT researchers have found that people who are asymptomatic for Covid-19 may differ from healthy individuals in the way that they cough. These differences are not decipherable to the human ear. But it turns out that they can be picked up by artificial intelligence.
Credits:
Image: Christine Daniloff, MIT

近日,某招聘行业网站发布《2016年应届毕业生就业力调研报告》。报告指出,2016年应届毕业生起薪为4765元,近三成毕业生进入互联网行业,同时互联网行业的平均月薪最高。
vt. 领航,驾
This year, the average sales price for an apartment in New York City topped $1 million, a milestone with far-reaching implications. As the city’s population soars, prices and buildings are rising in neighborhoods that missed the last housing boom.

Will impeachment proceedings begin against Donald Trump
剑桥大学佳奇管理学院也以优异表现结束今年,它首次出现在开放招生和定制高管教育榜单上,而且在MBA榜单上的排名上升3位,在EMBA榜单上的排名上升12位。
现今和未来的科技都基于多重技术,而每一种技术都在发生着改变、并和其他技术交互。这让我们的科技产品,像是互联网的东西、电话、笔记本等等变得不稳定,这同时也让消费者感到厌恶。就说说你们手机里的应用,有多少你是真正在用的?又有多少真正能让你的生活变简单、变快捷、变得更有趣?我认为消费者对此的嘲讽情绪会上升,科技带给他们的愉悦感会被失望所取代。这会给硬件和软件的开发者造成压力,从而让他们追求最无趣的产品品质:稳定性。
农村贫困人口减少1240万;
他补充称,在美国,在ETF兴起之际,市场上有很多注册投资顾问,他们有动力为客户选用成本较低的产品。

In a paper published recently in the IEEE Journal of Engineering in Medicine and Biology, the team reports on an AI model that distinguishes asymptomatic people from healthy individuals through forced-cough recordings, which people voluntarily submitted through web browsers and devices such as cellphones and laptops.

"There are 1,400 individuals who are involved in the departures for jihad,for terrorism, in Syria and in Iraq," Valls told BFMTV.
In 2016, fear and anger became dominant political emotions in the UK and the US — two of the most important, stable and enduring democracies.
Traditionally Chinese universities scored less well in international ranking tables compared to US and European incumbents in levels of teaching and research.
China produced an estimated 420.5 tonnes of gold last year, according to the World Gold Council. Over the same period, Chinese demand for gold rose by 4 per cent to 953.3 tonnes, it said.
Since 1983 the annual Spring Festival Gala hosted by China Central Television has always been an important part of the Chinese Lunar New Year celebration - no wonder every move organizers make becomes the center of attention.
After Zhou contaminated the water, one of Zhou's classmates surnamed Tang noticed that the water coming out of the dispenser was milky and had a pungent scent.

保障房倡导者们则担心,如果重新区划做得不认真,那么居民社区或将迅速士绅化。“看看威廉斯堡(Williamsburg)发生了什么吧,”城市正义中心(Urban Justice Center)的社区开发项目负责人哈维·艾普斯坦(Harvey Epstein)说,他指的是房价上涨,“我不明白,它怎么就不可能发生在东纽约、布朗克斯或者法拉盛呢。”
“I thought it would be impossible to replace Steve, and to some extent that’s true,” says Professor Michael Cusumano of MIT’s Sloan School of Management. “But internally the spirit is still alive and the company is organising around a less confrontational culture. We have to give Tim credit for that.”
To Japanese creators Kazutaka Kurihara and Koji Tsukada for developing the SpeechJammer, a device that uses delayed auditory feedback to shut up participants in a discussion. This kind of system has been used in speech therapy to reduce stuttering among those with that particular speech disturbance.
How you think about your workbeing very popular in the west?
More than 90 per cent of alumni from the most recent graduating classes accepted a job offer within three months of completing their programme.
凯洛格与香港科技大学的EMBA项目从2009年至2014年一直位居该排行榜榜首,但2014年输给Trium项目,2015年又败给清华大学(Tsinghua)与欧洲工商管理学院(Insead University)合办的EMBA项目。
At the end of a politically charged ceremony in which Donald Trump was the subject of frequent jokes by host Jimmy Kimmel, Warren Beatty and Faye Dunaway announced that La La Land had won. But as the producers and cast of Damien Chazelle’s modern musical were on stage giving emotional thank you speeches, they were told that Moonlight was the real winner.

游戏平台:Xbox One
单词elite 联想记忆:
"Now more attention is being paid to the second generation of stars and rich people, but in fact the second generation of migrant workers needs more attention."
单词pandemic 联想记忆:

科技巨头腾讯创始人马化腾凭借2790亿元的身家位居榜首,阿里巴巴的马云和恒大集团的许家印紧随其后,其个人财富分别为2600亿元和2290亿元。

Vocal sentiments

?Bond has a keen eye for who to trust and who not to. This quality is frequently seen in sexually open-minded people, actually. 007 can tell when a lady is into him. And science agrees: handsome men are the best at identifying who is attracted to them.
China, the world’s most populous country, ranks No. 20 overall. It is considered to be the third most powerful nation and the second best country in which to start a business.
优秀的老板们懂得授权的艺术。我的一位评论家说要沿着线走“他们已经从目前的工作里面抽身”,意味着他们不干涉每一天和每一分的工作流程和程序。本质上,学着去授权给员工去代替微化管理是对员工的一种信任。
课程安排:每隔一个周末在芝加哥上课,共计大约18门课程,包括4门选修课。学员在芝加哥住校学习3周,在香港和伦敦分别学习1周。
Index: 94.2
After months have passed without a culprit in her daughter's murder case, Mildred Hayesmakes a bold move, painting three signs leading into her town with a controversial message directed at William Willoughby, the town's revered chief of police. When his second-in-command Officer Dixon, an immature mother's boy with a penchant for violence, gets involved, the battle between Mildred and Ebbing's law enforcement is only exacerbated.
But top managers at companies in the fields of scientific research and technology services saw their pay decrease by 4.2%.

第10、11题,选0得4分,选1得3分,选2得2分,选3得1分,选4得0分。
新兴市场投资者不需要被提醒美联储(Fed)对新兴市场资产的重要性——不是吗?
昨日发布的新数据是对2015年全球贸易图景的第一张快照。但在这些数据发布之际,有越来越多的人担心2016年对全球经济而言将比此前预期的更为危机四伏。
家用电器行业的平均价值上升了74%,是10大行业里上升幅度最大的。电子商务和零售业位居其后,价值上涨了69%。医疗卫生保健行业上升32%。金融服务行业上升了18%,酒类行业上升了17%。房地产增长了15%,饮食行业上升了11%。
mortality
白人焦虑推动了今年的西方政治动荡:英国令人震惊地投票决定退出欧盟,美国的唐纳德?J?特朗普(Donald J. Trump)出人意料地获得了共和党的总统提名,挪威、匈牙利、奥地利和希腊的右翼民族主义崛起。
单词authorization 联想记忆:

In a sign that civil service jobs may be losing their appeal, a report issued by recruitment website Zhaopin in late March said more than 10,000 public sector employees, including civil servants and staff members at public institutions, had submitted their resumes to potential employers through the site in just two months. The number was 34 percent higher during the same period last year, the report said.
3.4 以创新引领实体经济转型升级
Given that Dallas resisted tanking for years as Dirk Nowitzki's career has wound down and therefore has a fairly limited collection of young talent, adding the 22-year-old Noel without doing any major damage to its rotation counts as a smart play.
Baoneng’s raid has been bitterly resisted by Wang Shi, Vanke’s founder who has sought out white knights in a so far successful effort to retain control of the management-led company. The takeover battle fuelled a surge both in the price of Vanke’s Shenzhen-traded shares and Mr Yao’s known worth.
普惠金融和绿色金融
Jackie Chan, a kung fu star and a member of the CPPCC National Committee, raised his experiences about smoking bans in China and Singapore as an example. During a business trip, his colleagues still smoked after a warning from a security guard in Zhuhai, Guangdong province, but they didn't dare smoke when they arrived in Singapore because "it was strict about smoking there".
2013年,公开表示移民改革对大公司有利的公司高管并不是只有可口可乐CEO穆泰康一人。
12) I often find myself worrying about something 0 1 2 3 4

But if the U.S. can avert that Washington-made crisis, the outlook for workers finding jobs is actually looking pretty good for next year. For one thing, the damage of superstorm Sandy will have to be repaired, meaning jobs in construction and retail. Businesses, meanwhile, which have held off investing and hiring because of uncertainty over the fiscal outlook, might finally open their wallets. That means more jobs, too.[qh]
接受一份谋生型的工作有两个弊端。这样做会让你在求职中分心,而且潜在雇主对你以前的专业形象会有所怀疑。

According to figures from Zhonggong Education, an institute that monitors the applicant numbers, more than 459,600 people applied to take the exam by the sixth day of this year's application window on Tuesday. Almost 103,000 of those had applied on Monday.
To see that businesses and the public benefit more from our reforms to streamline administration, delegate powers, and improve regulation and services, we must cut red tape, level the playing field, provide greater convenience, and remove that last crucial hurdle.
10) I often make a fuss about unimportant things 0 1 2 3 4
But McGowan has slammed the movement as 'bull****' in today's Sunday Times Magazine, which comes the day after Judge Brett Kavanaugh was sworn in as a Supreme Court justice in the face of historic sexual assault allegations he denies.

在其他地方,澳大利亚最近推出了提高基金定价透明度的改革措施,这推动了ETF的快速增长。
And – oh, right – ethics. "You're not being fair to your employer if you're using the company's dime to get the heck out of there," Foss says。
全球重量级的央行家和政府官员周六表示,对一些新兴经济体脆弱性的担忧以及近期金融市场的剧烈波动,应该不会挫伤人们对今年全球经济形势的“谨慎乐观”态度。
He then pressed all the buttons in the hope to get the elevator to work again, but to no avail. Sun then punched the "stop" button, to lock the elevator and secure it won't move.
Floodwaters surround homes near the Mantoloking Bridge the morning after Sandy hit Mantoloking, New Jersey.

19. 前进直至消失。昆汀·塔伦蒂诺(Quentin Trantino)用70毫米胶片拍摄了新片《八恶人》(The Hateful Eight),这部影片将在将近100家影院上映,它们和全国大多数影院一样,通常使用数码放映。不管你对塔伦蒂诺有何看法,你都应该去影院看《八恶人》,这样你就可以自己看看,这个行业被迫转向数码,对电影究竟产生了多大的影响。
com共同,promise发誓:停战妥协就是两个国家共同发誓不打仗的产物。
7、Bad body language habits
The upshot: The world's largest economy can still function as an oasis in a desert despite the claims of doomsayers that those days are over.

6. The 2012 Ig Nobel Prize for Literature
n. 冠军,优胜者,拥护者,勇士
联系方式:Staci Donegan and Peter Westley, Celia Dunn Sotheby’s International Realty, (912) 247-2052 / (912) 660-5169; celiadunnsir.com
美国有540位富豪入选,是世界上最多的国家。中国和德国则分别有251人和120人入选,分列二、三位。
一位不具名的北京癌症专家23日称,虽说破坏科学公信力的行为不该有任何借口,但是这起事件揭示了中国医生面临的普遍困境,即在超负荷的日常工作安排与发表论文以争取职业发展和升职的主要学术要求之间很难维持平衡。
高恩洛夫罗列出一长串有关2014年的坏消息:“2013年一季度GDP年化增长速度为1.8%……向下修正了早前增长2.4%的估计……一季度的惨淡增长至少好于2012年四季度GDP 0.4%的增长,但离健康的增长仍然差了很多,经济学家预计短时间内也不会好到哪里去。”对进入2014年的市场来说,这是实打实的坏消息。
Chinese insurers saw their profits implode in the first six months of 2016.
“有个人请妻子跟自己老板打电话说他不会再来上班了。”

“A striking similarity”

共和党候选人时常表现出不确定以及偶尔会忘了自己要说的,好像在试图记住他的简要笔记。当奥巴马从一开始就咄咄逼人时他开始出汗,在伊朗、伊拉克、俄罗斯以及美国的军费开支的交流中他才表现得更好。
尽管小小年纪她的事业就取得了如此惊人的成就,但如果给自己的成就打分,且10分满分的话,玛蒂只给自己打9分。
中国对岛屿的使用有诸多限制,而且仅出让50年产权。
14. Google Calendar
Angola, Zimbabwe and Albania experienced the largest increases across all the countries surveyed. "On a regional basis, by far the largest gains in life evaluations in terms of the prevalence and size of the increases have been in Latin America and the Caribbean, and in Sub-Saharan Africa", the report said. Reduced levels of corruption also contributed to the rise.
根据全球最大航运公司马士基航运公司(Maersk Line)的数据,从汽车到集装箱运输的纺织品,1月中国对巴西出口同比下降60%,而通过集装箱进入拉美最大经济体的总进口量减半。
5. Women keep rising.
4. We were wrong - the testes are connected to the immune system after all. Researchers have discovered a "very small door" that allows the testes to send one-way signals to the immune system, and it could explain why some men struggle with infertility, and why certain cancer vaccines keep failing.
有人会认为卡莉·西蒙演唱的《海底城》的主题曲最好听。他们可能有自己的理由,可能是因为这是"邦德电影中最好听的歌曲"。曲调欢快、充满吸引力、浪漫抒情,卡莉西蒙的演唱打动人心。但是这些对詹姆斯·邦德、他的冒险旅程、他的来历甚至他的电影没有任何特殊引导作用。尽管《没人做得更好》被认为是一首好歌,但是由于上述原因它并没能进入榜单前五名。

这会吓走一些人,这些人不了解你更好。
Yao has been at the center of a hostile takeover battle for China's largest real estate developer China Vanke Co Ltd (000002.SZ).
Total Program Cost: $181,500 in either Philadelphia or San Francisco
在上榜的90所欧洲商学院中,法国的欧洲工商管理学院(Insead)在全日制MBA课程和EMBA课程方面居首,瑞士圣加伦大学(St Gallen)的管理硕士课程排名第一。西班牙Iese商学院(Iese Business School)和瑞士洛桑国际管理发展学院(IMD)分别在定制和开放注册高管教育课程上夺魁。
50个最优秀的“无工作经验要求”项目的所有毕业生中,三分之一以上毕业于英国的商学院。英国的商学院还吸引了近一半的女学生以及近一半的国际学生。实际上,2014年一个英国“无工作经验要求”金融硕士项目招收的学生中,有94%来自海外。这些学生当中约有85%来自欧洲经济区(European Economic Area)以外,55%来自中国内地。

3.Pay no attention to those bow-tied etiquette experts you sometimes see on CNN International, telling you how to behave while in Britain. These people are generally of dubious provenance, normally live in California and tend to peddle advice that is either irrelevant or out of date. For example, they will often say that Britons love queuing and are so fond of apologising that they will often say "sorry" even when something isn't their fault. In reality, Britons are just as likely to jump to the front of a queue and then punch the person behind them for coughing. It all depends on how muggy it is.
Fuel for this latest burst of Tesla mania came from none other than Chairman and CEO Elon Musk in comments he made during an analyst call on July 31. The big news wasn’t that Tesla reported higher production for the second quarter and beat earnings estimates again.
There were reversals too. Sales of electric vehicles suffered as gas prices leveled off and then fell. Suzuki wound down its presence in the U.S. market, and Volvo looked none too healthy. Sales in China -- now the world's largest auto market -- slowed, and Europe remained deep in a slump, its fundamental overcapacity problems unsolved.
To wish you joy at this holy season. Wishing every happiness will always be with you.
adj. 吓人的
约瑟夫?斯蒂格利茨(Joseph Stiglitz)等诺贝尔经济学奖得主、比尔?麦吉本(Bill McKibben)等环保活动人士、乔治?索罗斯(George Soros)及新经济思维研究所(Institute for New Economic Thinking)、阿尔?戈尔(Al Gore)和其他现代思想家全都提醒我们,传统经济学家(以及他们效力的银行、企业和政府机构)都已对坏的经济学理论成瘾,他们在破坏美国的未来。

Hitachi Data Systems
To make sure the plan goes through, the central government must reinforce the plan to co-ordinate basic pension, enhance enterprise annuity and manage personal accounts properly, Yang said.

就像在领英上面快速的翻新简介一样,Foss说雇主们可能也会关注你突然一下子从推送小猫的GIF图和权力的游戏的剧透到推送一些具有思考意义的产业专注内容,参加Twitter上面找工作聊天。这些举动对你找工作当然有帮助,但是无益于找工作的隐秘性,所以还是要强调一下,慢慢来。
萨姆·史密斯《痛快感受》
中国早已超越了俄罗斯成为紧随美国之后的世界第二大强国。
这个M3坟墓还包含有一座古坟,斜坡,密封的门,坟墓入口,屏风的墙,过道,墓室,以及偏殿,研究人员最近在《中国文化遗迹》杂志上写到。
或许,你能让高中版的韦德停下脚步,但是,当韦德长到6尺4寸时,他变得无法阻挡。
传统上,在教学和研究水平方面,中国大学在国际排名排行榜上的评价要比美国和欧洲的高校逊色一些。
If you wake up every morning Monday through Friday and never feel excited to go to work, that is a problem. It means you aren't enjoying your job and it is diminishing your quality of life. If you wake up every day and dread going to work, it's time to consider quitting your job.

尽管苏富比把这个分为两场的拍卖会宣称为“伯恩海默藏品拍卖会”,但是结果证明,他的藏品并不好卖。在11月24日的夜间拍卖会上,42件拍品中只有22件找到了买家,价格最高的是尼古拉斯·朗克雷(Nicolas Lancret)1732年的油画《小步舞》(Le Menuet),它描绘的是一场浮华的游园会,里面有天真烂漫的舞者,售价为19.7万英镑(含佣金)。2005年,这幅画是以74.4万美元的价格在拍卖会上购得的。
而90后微信用户数量则略有下降,从94.1%跌到了86.6%。

Asymptomatic symptoms

华盛顿:到十月份底,印度减持美国政府债券到775亿美元,尽管作为世界上最大经济体的美国的经济在稳步的上升。
2017年最佳国家瑞士首度排名第一。瑞士以中立而闻名,“乐于谈生意”排名第三,“公民权益”排名第三。
These collaborations signal a moment where the cradle of innovation and the arbiters of fashion are finally embracing one another, says L2 research director Colin Gilbert. Style is not the only missing piece to the wearable puzzle, but it’s something to look forward to, Gilbert says. More than half of the report’s respondents want devices that feel more like jewelry while 62 percent would like more than wrist-worn devices.
每平方英尺单价:310美元(每平方米约合人民币2.1万元)

在这场新闻发布会上,国家卫生健康委员会负责疾病预防的官员王斌称,中国已经在预防和控制艾滋病方面取得了进展。
本次伦敦奥运会,中国队派出了焦刘洋和刘子歌的双保险参加女子200米蝶泳比赛。刘子歌是北京奥运会该项目冠军,并且保持着世界纪录的头衔,焦刘洋则是北京奥运会亚军,去年上海世锦赛冠军。从报名成绩来看,焦刘洋和刘子歌排名也都靠前,女子200米蝶泳将是中国泳军在伦敦奥运最有把握夺金的项目之一...
recept接受+ive表形容词→善于接受的
羽毛球、篮球、击剑、柔道、乒乓球、跆拳道、网球、举重、摔跤、室内排球、拳击、曲棍球#(&xYyCk,DE@+,qFq。

无论你相信与否,今年的搞笑文学奖被授予美国政府审计总署(GAO),以表彰他们发表的有关如何准备一份报告的报告的报告的报告……
US schools are rebuilding their strength in this ranking, with their number increasing to 51. This had dropped below 50 for the first time in 2016, down to 47. Six of the eight new or returning schools are from the US.

This summer, Noel will enter restricted free agency expecting to be compensated handsomely given his demonstrated defensive impact, untapped potential and lottery pick pedigree, even though he's logged fewer than 5,000 minutes during his career.
creative
encouragement
1.保险精算师

unstable

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receptive
1.《雨人》
挪威诺贝尔和平奖委员会星期五在奥斯陆做出这一宣布时说,这三位女士分享这次和平奖是因为她们“为女性的安全和女性全面参与和平建设工作的权利进行非暴力的奋斗。”
Best chances: Dafoe is probably the current front runner for best supporting actor.
为了尝试遏制煤炭消耗量的增长,中国正在可再生能源和核能领域投入巨资,但尽管付出了这些努力,中国迄今为止依然是最大的温室气体排放国。中国每年因化石燃料燃烧和水泥生产排放100亿吨二氧化碳,几乎是美国的两倍,但美国的人均排放量依然远远高于中国。
啊,美国电话电报公司的命真好:同史蒂夫?乔布斯的关系最好,拥有iPhone的独家运营权(现在是如此),还是iPad的运营商之一。一切都对它有利,可为什么股票没有猛涨呢?截至4月1日,今年苹果公司的股价已经飙升109%,标准普尔指数也上升了41%。美国电话电报公司的股票呢?下跌了2%。问题在于发展,或者说缺乏发展:无线业务已经饱和,发展甚微,而占销售额25%的有线电话业务却出现萎缩。除非其高速互联网业务,或者iPad促使新的无线业务实现增长,否则其股票在华尔街将会继续遭受打击。

Mashable

Mashable reporter Rachel Kraus writes that a new system developed by MIT researchers could be used to help identify patients with Covid-19. Kraus writes that the algorithm can “differentiate the forced coughs of asymptomatic people who have Covid from those of healthy people.”

Gizmodo

A new took developed by MIT researchers uses neural networks to help identify Covid-19, reports Alyse Stanley for Gizmodo. The model “can detect the subtle changes in a person’s cough that indicate whether they’re infected, even if they don’t have any other symptoms,” Stanley explains.

CBS Boston

May your New Year be filled with special moment, warmth, peace and happiness, the joy of covered ones near, and wishing you all the joys of Christmas and a year of happiness.愿你的新年充满温馨,祥和,与亲人团聚的快乐,祝乐陶陶,新年乐无限。
Temperatures in 2015 also shattered the previous record set in 2014 by 0.13C, according to Nasa.
日食
勒布朗·詹姆斯
凯特温丝莱特凭借她在电影《乔布斯》中扮演的乔安娜霍夫曼一角斩获金球奖最佳女配角奖项。当她听到自己获奖时,她目瞪口呆地坐在椅子上不敢相信。

TechCrunch

TechCrunch reporter Devin Coldewey writes that MIT researchers have built a new AI model that can help detect Covid-19 by listening to the sound of a person’s cough. “The tool is detecting features that allow it to discriminate the subjects that have COVID from the ones that don’t,” explains Brian Subirana, a research scientist in MIT’s Auto-ID Laboratory.

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