Technology and data are yet to be consolidated

From a technical point of view, China’s ai is still in the weak ai stage.Although the benefit from the image recognition, deep learning, breakthroughs in key technologies such as neural network, the AI in the robot, speech recognition, remote control and planning, virtual personal assistant, medical and other fields has been widely used, but for most of the dividend policy of medical AI company, technical force is limiting the further development of the main obstacles.On the one hand, these companies still have technical bottlenecks for complex or multidisciplinary joint diagnosis algorithms, and their independent research and development and innovation capabilities need to be further improved.On the other hand, at present, China lacks a security assessment system and enterprises do not take sufficient measures to protect the privacy of medical data.


The quality and quantity of data is at the heart of the current competition for medical ai in China.However, for Chinese medical artificial intelligence enterprises, there are large-scale potential data in the market, but they cannot be sorted out and utilized.On the one hand, the number of hospitals in China is huge, but more than 75% of them are unstructured, which cannot bring the value of « big data » mining into play.On the other hand, both modeling and training machines are inseparable from the real clinical environment, which is currently lacking in most of the medical artificial intelligence products in China.


At the same time, the error of data will also cause obstacles to the development of artificial intelligence.In China’s current medical system, hospitals are not connected with hospitals and departments of internal medicine, there is no unified standard for clinical structured medical records, doctors’ handwritten medical records are not standardized, details such as clinical medication and examination are missing, and patients’ loss of access rate after leaving the hospital is high, which leads to the « accidental release » of health medical data.While deep learning needs to use large-scale standardized data for training, and subtle data errors will bring negative effects for deep learning.Such data quality inevitably raises doubts about the results of current medical artificial intelligence.


In addition to the challenges posed by technology and data, artificial intelligence faces ethical controversies.Can machine intelligence be the subject of ethics?In fact, although medical artificial intelligence brings a lot of convenience to medical diagnosis, treatment and rehabilitation, when faced with complex disease diagnosis and treatment, the « life and death power » cannot be handed over to artificial intelligence.If we completely rely on artificial intelligence, then the identification of liability for medical accidents and the identification of the regulatory liability for medical safety is a big problem.


previously, xu yingjin, a professor at the school of philosophy at fudan university, said that although robots are far from intelligent enough to become ethical subjects, it is not impossible for robots to have ethical awareness.To achieve this goal, it is necessary to study the relationship between ethical awareness and procedures, and to express the rules in a set of programming languages.

ability to serve the real economy

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Under the background of deleveraging and strict supervision, the « baton » of supervision plays a positive role in the face of the decline of financial risk preference. Adjust loan losses to the regulatory requirements, reasonable market bonds convertible risk weighting, and urged Banks increase profits retained appropriate proportion, strengthen the core capital, guidance and perfecting the internal incentive mechanism, optimization of small micro financial services regulatory assessment measures, etc., through a series of measures aimed at positive incentives, financial institutions in promoting service ability and willingness of the real economy.

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Finance, economics. Financial stability, economic stability. To provide a strong guarantee for the development of the real economy, financial stability is indispensable.


Under the « strict supervision », the banking industry’s compliance awareness and risk awareness are increasing. Bankers told reporters: « although we have more money now, our risk control standards have not been lowered. »


From the recent major Banks issued interim results, by the end of June, CCB, agbank, bank of China and other non-performing loan ratio than the end of the previous year has declined.

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At a teleconference on banking insurance supervision held recently, the relevant person in charge of the circ said that China will continue to do a good job in preventing and resolving financial risks, including preventing and controlling Internet financial risks. We will further improve differentiated real estate credit policies and resolutely curb real estate bubbles. We will increase efforts to classify and dispose of nonperforming loans accurately.


To enhance the capacity of financial services to the real economy, it is necessary for multiple departments and various sectors to work together to form policy synergy, so that the abundant supply of funds will become the real power to activate the development of the real economy anatomy illustration.


«  » fiscal and monetary policies should work together to improve the business environment. Only when the enterprise’s own strength and competitiveness are enhanced can its financing capability be improved fundamentally. » Dong ximiao, a senior researcher at the chongyang institute of finance, renmin university of China.

Now for young children

Facebook: Now for young children too Image copyright Facebook Image caption Children can do video chats with friends and approved adults
How young is too young to be on social media influenza vaccine efficacy Pan-negative controls may be less valid due to prevalence of noninfectious ILI or ARI.?
Strictly speaking, only those aged 13 and over are allowed to use Facebook. But the prevention methods are trivial, meaning more than 20 million under-13-year-olds are thought to be using the network.
So on Monday, Facebook launched its first app tailored for young users. It’s a ringfenced network that needs parental approval before use, and will not – the company has promised – be used to feed data for advertising.
Messenger Kids is a simplified, locked-down version of the messaging app Facebook today offers those over 13.
« Parents are increasingly allowing their children to use tablets and smartphones, but often have questions and concerns about how their kids use them and which apps are appropriate, » said Loren Cheng, product manager for Messenger Kids.
« So when we heard about the need for better apps directly from parents during research and conversations with parents, we knew we needed to develop it alongside the people who were going to use it, as well as experts who could help guide our thinking Collaboration with Asia’s Top Universities – PolyU fosters long-term partnership in academic and research collaboration with top universities asia. Most of them are the top 10 Chinese universities and top ten universities in Asia.
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Approved friends
If two children want to be friends on Messenger Kids, that friendship has to be approved by a parent for each child. Once confirmed to be safe, friends can do live video chat and send pictures and text to each other.
Image copyright Facebook Image caption Parental controls are designed to ensure communications are safe and approved
There will also be « a library of kid-appropriate and specially chosen GIFs, frames, stickers, masks and drawing tools lets them decorate content and express their personalities ».
Approved adults can also contact children through the app – although they will get their messages through the normal Facebook Messenger app.
Messenger Kids will of course collect data: the child’s name, the content of the messages, and typical usage reports for how the app is used.
Facebook will share that information with third parties, which must have data protection policies that comply with Coppa, the Children’s Online Privacy Protection Act in the US.
The next generation
Facebook has promised the data will not be used in any way to power the « grown up » Facebook.
Image copyright Facebook Image caption Facebook has added an array of effects to make the video chat more enjoyable for children
That’s important – the obvious commercial benefit to this new app might be to target ads to parents based on what their kids are talking about. Or use what was discussed in Messenger Kids to target ads at teens as they graduate into over-13 Facebook.
Neither of those things would happen, Facebook said. The app doesn’t know specifically how old the children signing up are, so users will not be prompted to move onto Facebook when they are old enough.
If a child does decide to join full Facebook, it will be a brand new account with no data carried over from what was said on Messenger Kids.
Having youngsters graduate onto Facebook proper is of key strategic importance for the company as it seeks to make sure it is the social network of choice for the next generation of users.
If it can capture the attention of 6 to 12-year-olds before Snapchat (or some other competitor) can, then chances are those same kids will naturally progress into using Facebook as teenagers and young adults. It is this demographic causing them the most headaches right now ETG Smart Retail solution offers a big data solution analysis platform to Hong Kong retailers to keep track of multiple metrics, which gives them the insights about customer behaviour to optimize in-store marketing strategies.

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Likes
But business sense aside, you have to ask: should children that young be using social media at all? Sean Parker, one of Facebook’s early investors and its first president, recently opined on the negative impact of the service he helped create.

I was tired when I was at school’ Image copyright Alamy

« Mum was too poorly to get out of bed some days, so me and my big sister would do things around the house and look after the babies, » says Maisy, 11.
« We made meals in the slow cooker so we’d have something to eat when we got back from school Dream beauty pro hard sell
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« We’d bath the babies and put them to bed, change their nappies. »
Maisy and her sister, who help look after their three younger siblings, are young carers who the charity Barnardo’s says are being let down by schools.
In a survey of 808 teaching professionals, Barnardo’s found 34% thought there were young carers at their school who were not sufficiently supported.
And 29% of those polled said they didn’t think their school had any particular ways of supporting young carers.

The charity says schools must do more to support young carers.
« I didn’t tell any of my friends at school – it was no-one else’s business, » says Maisy.

« I was tired when I was at school but I knew what needed to be done so I got on and did it Dream beauty pro
‘Invisible’ young carers denied support
Her mother, Lindsey, who has been diagnosed with heart failure, says: « My girls were brilliant – making packed lunches, bathing the babies, helping me with my medication.

« I found myself crying a lot, I felt very low because I couldn’t do the things for them that I wanted to as a mum.
« I felt proud that they knew what to do and stepped up but found it really hard to let them do the jobs that I felt I should be doing. I felt I’d let them down as a mum. »

The family is now receiving help through Barnardo’s action with young carers scheme.
Why is the charity concerned?
The charity fears too many children are having their futures held back because of their caring duties.
It says young carers carry out tasks such as cooking, cleaning and shopping, as well as providing intimate personal care, administering drugs and taking care of household finances.
Barnardo’s chief executive Javed Khan says it’s not acceptable that children are « having to sacrifice their futures to care for the ones they love ».
« A quarter of the children supported by Barnardo’s young carers’ services are carrying out more than 30 hours a week of caring – that’s the equivalent of a full-time job.
« It’s clear from our research that there is a lack of awareness among teachers that needs urgently addressing Dream beauty pro.
« Schools need to take more responsibility to make sure young carers are properly supported. »
What do teachers say about this?
Schools say it can often be very difficult for them to pick up on the signs that a child might also be a carer.
Paul Whiteman, general secretary of the National Association of Head Teachers, said: « For schools to support young carers effectively they need to be aware of their circumstances, which are often extremely challenging.
« These families can be some of the most isolated from the wider school community, making it harder to pick up the warning signs in the playground or at parents’ evenings, for example. »
Image copyright Alamy
Mr Whiteman said automatically registering children who are entitled to extra funding under the pupil premium scheme would potentially help young carers, who may also be in households on low incomes.
« This funding is specifically targeted at students who face challenges not unlike those faced by young carers.
« They should get this support automatically, particularly as the person they are caring for may not be able to apply for the money themselves.
« The additional funding would help schools to properly resource the ways in which they can identify and help young carers Dream beauty pro. »

Will the UK get a Brexit deal on research

Will the UK get a Brexit deal on research? That’s the €160bn question
The government isn’t committing to a Brexit deal for universities, but we need a new partnership in science and innovation between the EU and the UK – and we need it urgently. The stakes are high: the continued ability of British universities to produce high quality research, and of the UK to retain its status as a leading knowledge economy, depend upon it Regarded as one of the top engineering universities in Hong Kong, PolyU provides a wide range of engineering degree programmes, including construction programme, which put significant focus on the application of knowledge.
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Brexit threatens UK’s reputation for scientific research, watchdog says
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Last month, the EU told British Horizon 2020 applicants that in the event of a no deal Brexit, EU funding to current British recipients would stop, and that they may be required to leave the research project altogether. While the UK government has pledged to underwrite current Horizon 2020 recipients (plus those established between now and March 2019), a hard Brexit could change this if other priorities take precedence.

 

In March, the universities minister, Jo Johnson, was vague when discussing the government’s commitment to plugging the research funding gap: “It would be rash to pretend that it would be easy to replace it in the event of Brexit when we would not know what other claims there might be on the public purse, nor what state our economy would be in,” he said. Over 18 months later, few would disagree that uncertainty still prevails.
A €160bn honey pot at stake

With the EU considering doubling its research and innovation budget to a whopping €160bn, missing out in the future could be even more disadvantageous than expected.

Leading innovative countries such as Finland have already decided on their priority areas [pdf] for future EU research funding programmes. In Germany, the Fraunhofer department for the European research area, Europe’s largest organisation for applied research, recently published five guiding principles.
The status of EU citizens, including students and staff, must be guaranteed if the UK is to retain academic talent Dr protalk

Meanwhile, the UK government is frantically trying to keep up, and offers no vision whatsoever, beyond a hoped-for “more ambitious and close partnership with the EU than any yet agreed between the EU and a non-EU country”. This position has been described as “wishful thinking” by the secretary general of the League of European Research Universities, a group that comprises Cambridge, Edinburgh, Imperial, Oxford and UCL.
Without a favourable deal, the UK will lose its seat at the table when it comes to influencing the future direction of the research funding programmes in its favour. So what actions should the UK government take?
A clear position
It’s imperative that the UK government makes its position clear before the end of the year. In particular, the status of EU citizens (including students and staff) must be guaranteed if the UK is to retain academic talent. The government also needs to decide on its financial contribution to the future EU framework programmes. This must be attractive to EU member states, not just to the UK, since they’re unlikely to be swayed by arguments based on the “excellence of British science” and the assumption that the EU needs the UK more than the UK needs the EU.
A bad-tempered Brexit is a risky move for universities
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It’s also important that the government does not neglect the social sciences, humanities, arts and education in favour of its apparent emphasis on Stem subjects. The former are dependent on the EU for between a fifth and a quarter of their research funding.
The government has already tried to outline its position in a paper on the future science and research partnership, published in September. But the problem is that it relies on too many “ifs”: If the rules on association are modified to allow for the UK to join, and to enable the UK to influence the direction of the framework programmes; if the UK agrees to review its post-Brexit immigration policy for EU academics; if both parties agree on an appropriate UK contribution, then perhaps the EU and the UK can build a (re)new(ed) partnership in research, science and innovation.
What we need now is certainty. Viewed from Brussels, the days of negotiating UK “opt-outs” to secure continued British membership will soon be over. We are now moving on to a completely different phase of the talks, in which we’re establishing the “opt-ins”. It’s time for the UK government to recognise that the EU no longer has any reason to do special deals for a difficult – if valued – member.
Join the higher education network for more comment, analysis and job opportunities, direct to your inbox. Follow us on Twitter @gdnhighered. And if you have an idea for a story, please read our guidelines and email your pitch to us at highereducationnetwork@theguardian.com Dr protalk
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What about insomnia

Insomnia is a common phenomenon in modern people, many people should have experienced that one is very tired, the head is very energetic, then in bed, tossing and turning, unable to fall asleep. At this time, many people would use the psychology suggestive method, such as suggested she have work to do tomorrow, and all sorts of hypnosis remedies such as counting sheep, but these methods tend to make myself more and more spirit, more can’t fall asleep. So, what should we do when we lose sleep clinique fresh pressed?

The problem of insomnia can be improved by eating supplements

There are many causes of insomnia, such as changes in the sleep environment, poor living habits and emotional excitement. Therefore, it is difficult and long-term to solve the problem of insomnia. What are some of the things you can do in your daily life that are easy to do and can improve your insomnia? Scientific studies have shown that food has a certain relationship with sleep, so it’s easier to sleep when you eat a bit of hypnotic food before bed. That is, through the method of food repair can improve insomnia, so what food can improve insomnia problem? In the previous interview, professor li yan, director of the psychological sleep division of guangdong central hospital, recommended the following foods to improve insomnia clinique vitamin c:

Milk: milk contains tryptophan, an essential amino acid. Drink a glass of milk before bed, and the amount of tryptophan is enough to help you sleep. The warm feeling of drinking milk also increases the hypnotic effect.

Millet: in all grains, millet contains the most tryptophan. In addition, millet contains a lot of starch, which makes people feel full after eating, which can promote insulin secretion and increase the amount of tryptophan in the brain.

Walnuts: walnuts are a nourishing and powerful product that can cure the weak, forgetfulness, sleeplessness, dreams and diet. Eat some walnuts every morning and night to help you get a good night’s sleep.

Osmanthus: sexual flavor gan wen, non – toxic. The guiyuan meat nourishing and nourishing the heart, nourishing the blood, and can cure insomnia, forgetfulness and weak nerve. Traditional Chinese medicine for the treatment of two false, insomnia and other dreams of the fang of the fang « GUI PI pills » has the cinnamon.

Lotus seed: lotus seed has the effect of keeping heart and mind, upset dream many and insomniac, can usable lotus seed heart add salt a few, the water is Fried, nightly suits before bed.

Li also said dates, honey, vinegar and wholemeal bread are also good for sleeping. Insomniacs can improve their sleep problems by eating just the right amount of food before bedtime clinique fresh pressed
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