AI和数据科学如何帮助抗击冠状病毒?

您是否知道AI可以使我们免于全球性大流行? (Do you know AI can save us from a worldwide pandemic?)

Yeah, it's true. Our global researchers have touted these two buzzing technologies can provide a substantial social benefit to this worldwide health crisis.

是真的。 我们的全球研究人员吹捧这两种嗡嗡声技术可以为这场全球性的健康危机提供巨大的社会效益。

在开始之前,我想借此机会对站在我们前线并昼夜为我们服务的所有COVID-19勇士致以感谢。 我们感激不尽。 我们的医护人员,警察,科学家,保安人员和扫地机。 他们的贡献是压倒性的和值得称赞的? (Before I begin, I would like to take this moment to say THANK YOU to all our COVID-19 Warriors standing on the frontline and working day and night for us. We can’t thank them enough. Our healthcare staff, police, scientist, security guards, and sweepers. Their contribution is overwhelming and commendable ?)

Discovering a drug for any medicine demands the joint efforts of the world's brightest minds. The process is notoriously long, complicated, and expensive. And that's how health experts are involved in searching COVID-19 medicine. In the midst of such a crisis, artificial intelligence solutions are offering a new hope that a cure might appear faster with it.

为任何药物发现一种药物都需要世界上最聪明的人共同努力。 众所周知,该过程很长,复杂且昂贵。 这就是健康专家参与搜索COVID-19药物的方式。 在这样的危机中,人工智能解决方案提供了新的希望,希望它可以更快地治愈。

So, what is precisely the role of AI in fighting with COVID-19? What help does it provide to the health experts? Find out in this article.

那么,AI在与COVID-19对抗中的确切作用是什么? 它对健康专家有什么帮助? 在本文中查找。

According to Fei-Fei Li, co-director of Stanford University's Institute for Human-Centered AI, the machine learning system employs a form of pattern recognition, and that's broadly used today. She even arranged an online conference to consider the use of AI in fighting with COVID-19.

斯坦福大学以人为中心的AI研究所联合主任李飞飞(Fei-Fei Li)表示,机器学习系统采用一种模式识别形式,并且这种形式如今已广泛使用。 她甚至安排了一个在线会议 ,考虑使用AI对抗COVID-19。

Accelerating the search of new drugs, anticipating the areas where scarce medical supplies will need more, profoundly understanding the virus spread, predicting its effectiveness and more are the areas where deep-learning algorithms come into play.

加快对新药的搜索,预测将需要更多医疗用品的领域,深刻理解病毒的传播,预测其有效性,还有更多的深度学习算法将在其中发挥作用。

Here, I will tell you about the latest technology trend that our health experts are using to fight with this pandemic.

在这里,我将向您介绍我们的健康专家用来应对这种流行病的最新技术趋势。

让我们开始吧。 (Let's get started.)

AI和数据科学如何帮助抗击冠状病毒?

1.识别,预测和跟踪疾病暴发 (1. Identify, Predict and Track Disease Outbreaks)

BlueDot, a venture-backed startup created a sophisticated AI platform that processes billions of data pieces to identify these outbreaks. The data can include health reports, worldwide air travel network and more. This venture made its first alert about coronavirus on December 31st, 2019. It was much before then the US Centers for Disease Control and Prevention, they came out with their own study on January 6th, 2020.

由风险投资支持的初创公司BlueDot创建了一个复杂的AI平台,该平台可处理数十亿条数据以识别这些爆发。 数据可以包括健康报告,全球航空旅行网络等。 该合资企业于2019年12月31日首次发出有关冠状病毒的警报。当时距离美国疾病控制与预防中心还很早,他们于2020年1月6日发布了自己的研究报告。

MIT researchers with a background in machine learning and life sciences are collaborating, sharing tools and datasets for developing new machine learning solutions that can combat the novel pandemic. They have developed a model that COVID-19 data in conjunction with a neural network that determines the efficacy of quarantine measures and predicts the spread better.

麻省理工学院的机器学习和生命科学背景的研究人员正在合作,共享工具和数据集,以开发新的机器学习解决方案来应对新型流行病。 他们开发了一个模型,该模型将COVID-19数据与神经网络结合使用,可以确定隔离措施的功效并更好地预测传播。

AI和数据科学如何帮助抗击冠状病毒?

2.协助诊断病毒 (2. Aid in the Diagnosis of Virus)

The Chinese tech giant, Alibaba, claimed that AI can detect Covid-19 in just 20 seconds! They have developed a new system that can detect coronavirus in CT scans of patients’ chests with the precision 96% against viral pneumonia cases. And surprisingly, it only takes 20 seconds to decide.

中国科技巨头阿里巴巴声称AI可以在20秒内检测到Covid-19! 他们开发了一种新系统,可以在患者胸部的CT扫描中检测冠状病毒,对病毒性肺炎病例的准确度达到96%。 令人惊讶的是,只需20秒即可做出决定。

According to the report, humans generally take 15-20 minutes to do the same as there can be more than 300 images for evaluation. The model was trained on images, and data from 5,000 confirmed coronavirus cases. Well, it's already tested in many hospitals in China, and 100 healthcare facilities have employed it for their usage.

根据该报告,人类通常需要15到20分钟才能完成相同的操作,因为可以评估300多张图像。 对模型进行了图像训练,并从5,000例确诊的冠状病毒病例中获得了数据。 嗯,它已经在中国的许多医院进行了测试,并且有100家医疗保健机构已经使用了它。

Alibaba also joined its forces with DingTalk to launch a series of AI technologies along with Cloud-based solutions to help the organizations across the world fight against deadly Covid-19. These new tech offerings are designed to help the doctors and researchers in addressing and overcoming the challenges across the different major areas associated with the virus. To seek help in this regard you can also hire ai developers in india as they are more cost-effective and updated with latest trends and technologies.

阿里巴巴还与DingTalk联手推出了一系列AI技术以及基于云的解决方案,以帮助世界各地的组织与致命的Covid-19作战。 这些新技术产品旨在帮助医生和研究人员应对和克服与病毒相关的不同主要领域的挑战。 要寻求这方面的帮助,您还可以雇用印度的AI开发人员,因为它们更具成本效益,并具有最新的趋势和技术。

3.处理医疗保健索赔 (3. Process Healthcare Claims )

During the widespread pandemic coronavirus, business and administrative operations are also taxed with the clinical services. Ant Financial's blockchain platform is helping in speeding up processing the claims by decreasing the number of face-to-face interactions between the doctor and patients.

在大流行性冠状病毒流行期间,业务和行政管理也要向临床服务征税。 蚂蚁金服的区块链平台通过减少医生与患者之间面对面互动的次数,帮助加快了理赔过程。

4.医疗用品无人机 (4. Drones for Medical Supplies)

Drones are the safest plus fastest methods for delivering medical supplies during a pandemic. Currently, Terra Drone is using its unmanned aerial vehicles for providing medical supplies with a bit of risk between Xinchang County's disease Control Centre and the People's Hospital.

在大流行期间,无人机是运送医疗用品的最安全,最快的方法。 目前,Terra Drone正在使用其无人机为新昌县疾病控制中心和人民医院之间的医疗用品带来一些风险。

5.运送食物和执行类似任务的机器人 (5. Robots to Deliver Food Supplies and Perform Similar Tasks)

It's very evident that robots are unsusceptible to the virus, that's why they are deployed to perform human tasks like sterilizing, cleaning, and delivering medical supplies to decrease human-to-human contact.

很明显,机器人对病毒不敏感,这就是为什么部署机器人执行人类任务,例如消毒,清洁和运送医疗物资以减少人与人之间的接触。

China's Pudu Technology has deployed robots for human assistance. Earlier, it was catering to more than 40 hospitals in the country.

中国的普渡科技公司已经部署了用于人类援助的机器人。 此前,它正在为该国40多家医院提供餐饮服务。

6.协助药物开发 (6. Assistance in the Drug’s Development)

Within a few weeks of the COVID-19 outbreak, AI's predictive capabilities already started proposing that the existing drugs might be helpful in its cure. Google's DeepMind division is using its latest algorithms to study and learn proteins that make up the virus. They are publishing their research to aid the treatment.

在COVID-19爆发后的几周内,人工智能的预测能力已经开始建议现有药物可能对其治愈有所帮助。 Google的DeepMind部门正在使用其最新算法来研究和学习构成该病毒的蛋白质。 他们正在发表研究成果以帮助治疗。

Another organization ChemRxiv is also utilizing AI algorithms to identify progeny drugs similar to the parents, which are already even tested against COVID-19.

另一个组织ChemRxiv也正在利用AI算法来识别类似于亲本的后代药物,这些药物甚至已经针对COVID-19进行了测试。

AI和数据科学如何帮助抗击冠状病毒?

7.日常穿着预防和保护 (7. Everyday Wear for Precaution & Protection)

A security staff of Hongyuan Park, China has created an AI-enabled glass that can detect the body temperature of visitors. These glasses work with the concept of non-contact thermal augmented reality. It has a camera inside and a cable, the regular-looking glass detects anyone suffering from a fever. It immediately sends alerts and makes digital records.

中国宏远公园的一名安全人员创造了一种能够识别访客体温的AI玻璃。 这些眼镜采用非接触式热增强现实的概念。 它的内部有一个摄像头和一条电缆,规则的玻璃杯可以发现任何发烧的人。 它立即发送警报并进行数字记录。

8.聊天机器人共享信息和传播意识 (8. Chatbots to Share Information & Spread Awareness)

AI-powered Chatbots are an essential means of communication for the people. They can access free online health consultation services, latest travel procedures updates and disruptions, and more.

人工智能驱动的聊天机器人是人们交流的重要手段。 他们可以访问免费的在线健康咨询服务,最新的旅行程序更新和中断等等。

This technology has become more accessible for all to leverage healthcare facilities. Here, it's worth saying that after the pandemic its adoption in broader healthcare applications will continue to grow.

所有人都可以利用这项技术来利用医疗保健设施。 在这里,值得一提的是,在大流行之后,它在更广泛的医疗应用中的采用将继续增长。

让我们结束吧! (Let’s Wrap Up!)

AI和数据科学如何帮助抗击冠状病毒?

While the countries are grappling with the COVID-19, healthcare experts are utilizing AI technology to come up with better solutions. And, that's what you read above. There is a lot more happening in industries where experts are coming up with new solutions every day. The top machine learning companies are partnering with each other to discover better solutions. If you are operating in healthcare business then you can opt to hire developer in India to get the better solutions to fight through pandemic at cost-effective prices.

尽管这些国家正在努力应对COVID-19,但医疗保健专家们正在利用AI技术提出更好的解决方案。 而且,这就是您上面所读的内容。 在每天都有专家提出新解决方案的行业中,发生了很多事情。 顶级的机器学习公司正在相互合作,以发现更好的解决方案。 如果您从事医疗保健业务,那么您可以选择在印度雇用开发商,以更好的解决方案以具有成本效益的价格战胜流行病。

All these complementary efforts and their endeavours are creating a much-needed hope in these uncertain times.

所有这些互补的努力及其努力正在这个不确定的时代中创造出迫切需要的希望。

翻译自: https://habr.com/en/post/517948/

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