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A team of researchers has found that X-rays could be a leading-edge diagnostic tool for COVID-19 patients with the help of Artificial Intelligence (AI). The findings, published in the IEEE/CAA Journal of Automatica Sinica, indicate that the research team used several different Machine Learning (ML) methods to detect COVID-19, two of which resulted in a 95.6 per cent and a 98.5 per cent accuracy rating, respectively.

"We decided to investigate if a COVID-19 infection could be automatically detected using X-ray images," said researcher Victor Hugo C. de Albuquerque from the Universidade de Fortaleza, noting that most X-ray images are available within minutes, compared to the days required for swab or saliva diagnostic tests. However, the researchers found a lack of publicly available chest X-rays to train their AI model to automatically identify the lungs of COVID-19 patients.

They had just 194 COVID-19 X-rays and 194 healthy X-rays, while it usually takes thousands of images to thoroughly teach a model to detect and classify a particular target. To compensate, the team took a model trained on a large dataset of other X-ray images and trained it to use the same methods to detect lungs likely infected with Covid-19.

"Since X-rays are very fast and cheap, they can help to triage patients in places where the health care system has collapsed or in places that are far from major centers with access to more complex technologies," Albuquerque said. "This approach to detect and classify medical images automatically can assist doctors in identifying, measuring the severity and classifying the disease," Albuquerque added. The researchers said they are planning to continue testing their method with larger datasets as they become available, with the ultimate goal of developing a free online platform for medical image classification.

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X-rays with help of Artificial Intelligence could be a leading-edge diagnostic tool for COVID-19 - EdexLive

About the position

A four-year PhD position is available at the Department of Computer Science in Gjvik. The PhD position is focused on research areas of mixed realty, edge computing, and artificial intelligence.

The focus of research will be to investigate:

The position reports to the Head of the Department.

Duties of the position

Required selection criteria

The PhD-position's main objective is to qualify for work in research positions. The qualification requirement is that you have completed a masters degree or second degree (equivalent to 120 credits) with a strong academic background in computer science and engineering, communication, mathematics, statistics or equivalent education with a grade of B or better in terms ofNTNUs grading scale. If you do not have letter grades from previous studies, you must have an equally good academic foundation. If you are unable to meet these criteria you may be considered only if you can document that you are particularly suitable for education leading to a PhD degree.

In addition, the candidate must have

The appointment is to be made in accordance with the regulations in force concerningState Employees and Civil Servants and national guidelines for appointment as PhD, post doctor and research assistant.

Preferred selection criteria

Personal characteristics

We offer

Salary and conditions

PhD candidates are remunerated in code 1017, and are normally remunerated at gross from NOK 482 200 per annum before tax, depending on qualifications and seniority. From the salary, 2% is deducted as a contribution to the Norwegian Public Service Pension Fund.

The period of employment is 4 years (includes 25% mandatory teaching services).

Appointment to a PhD position requires that you are admitted to the PhD programme in Computer Science within three months of employment, and that you participate in an organized PhD programme during the employment period.

The engagement is to be made in accordance with the regulations in force concerning State Employees and Civil Servants, and the acts relating to Control of the Export of Strategic Goods, Services and Technology. Candidates who by assessment of the application and attachment are seen to conflict with the criteria in the latter law will be prohibited from recruitment to NTNU. After the appointment you must assume that there may be changes in the area of work.

It is a prerequisite you can be present at and accessible to the institution on a daily basis.

About the application

The application and supporting documentation to be used as the basis for the assessment must be in English. Applicants must attach the following documents in one single PDF file to their application within the closing date:

The application must include:

In the evaluation of which candidate is best qualified, emphasis will be placed on education, experience and personal suitability.

NTNU is committed to following evaluation criteria for research quality according toThe San Francisco Declaration on Research Assessment - DORA.

General information

Working at NTNU

A good work environment is characterized by diversity. We encourage qualified candidates to apply, regardless of their gender, functional capacity or cultural background.

The city of Gjvikhas a population of 30 000 and is a town known for its rich music and cultural life. The beautiful nature surrounding the city is ideal for an active outdoor life! The Norwegian welfare state, including healthcare, schools, kindergartens and overall equality, is probably the best of its kind in the world.

As an employee at NTNU, you must at all times adhere to the changes that the development in the subject entails and the organizational changes that are adopted.

Information Act (Offentleglova), your name, age, position and municipality may be made public even if you have requested not to have your name entered on the list of applicants.

If you have any questions about the recruitment process, please contact Stine Terese Ruen Nymoen, e-mail:stine.t.r.nymoen@ntnu.no

Please submit your application electronically via jobbnorge.no with your CV, diplomas and certificates. Applications submitted elsewhere will not be considered.Diploma Supplement is required to attach for European Master Diplomas outside Norway. Chinese applicants are required to provide confirmation of Master Diploma fromChina Credentials Verification (CHSI).

If you are invited for interview you must include certified copies of transcripts and reference letters. Please refer to the application number 2021/16650 when applying.

Application deadline: 15.04.2021

NTNU - knowledge for a better world

The Norwegian University of Science and Technology (NTNU) creates knowledge for a better world and solutions that can change everyday life.

Department of Computer Science

We are the leading academic IT environment in Norway, and offer a wide range of theoretical and applied IT programmes of study at all levels. Our subject areas include hardware, algorithms, visual computing, AI, databases, software engineering, information systems, learning technology, HCI, CSCW, IT operations and applied data processing. The Department has groups in both Trondheim and Gjvik. TheDepartment of Computer Scienceis one of seven departments in theFaculty of Information Technology and Electrical Engineering.

Deadline15th April 2021EmployerNTNU - Norwegian University of Science and TechnologyMunicipalityGjvikScopeFulltimeDurationTemporaryPlace of serviceCampus Gjvik

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PhD Position in Mixed Reality, Edge Computing and Artificial Intelligence job with NORWEGIAN UNIVERSITY OF SCIENCE & TECHNOLOGY - NTNU | 249840 -...

Artificial intelligence market in the education sector in US 2021-2025. The analyst has been monitoring the artificial intelligence market in the education sector in US and it is poised to grow by $ 253.

New York, March 24, 2021 (GLOBE NEWSWIRE) -- Reportlinker.com announces the release of the report "Artificial Intelligence Market in the Education Sector in US 2021-2025" - https://www.reportlinker.com/p06035148/?utm_source=GNW 82 mn during 2021-2025, progressing at a CAGR of 49% during the forecast period. Our report on artificial intelligence market in the education sector in US provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.The report offers an up-to-date analysis regarding the current us market scenario, latest trends and drivers, and the overall market environment. The market is driven by the growing emphasis on customized learning paths using AI and increased demand for ITS. In addition, growing emphasis on customized learning paths using AI is anticipated to boost the growth of the market as well.The artificial intelligence market in the education sector in US market analysis includes end-user segment and geographical landscapes.

The artificial intelligence market in the education sector in US is segmented as below:By End-user Higher education K-12

By Education Model Learner model Pedagogical model Domain model

This study identifies the significant scope of ai applications as one of the prime reasons driving the artificial intelligence market in the education sector in US growth during the next few years.

The analyst presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters. Our report on artificial intelligence market in the education sector in US covers the following areas: Artificial intelligence market in the education sector in US sizing Artificial intelligence market in the education sector in US forecast Artificial intelligence market in the education sector in US industry analysis

This robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading artificial intelligence market in the education sector in US vendors that include Alphabet Inc., Amazon Web Services Inc., Cognii, International Business Machines Corp., McGraw-Hill Education Inc., Microsoft Corp., Nuance Communications Inc., Pearson Plc, Pixatel, and Quantum Adaptive Learning LLC. Also, the artificial intelligence market in the education sector in US analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage on all forthcoming growth opportunities.The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

The analyst presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. Technavios market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast an accurate market growth.Read the full report: https://www.reportlinker.com/p06035148/?utm_source=GNW

About ReportlinkerReportLinker is an award-winning market research solution. Reportlinker finds and organizes the latest industry data so you get all the market research you need - instantly, in one place.

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The Artificial Intelligence Market is expected to grow by $ 253.82 mn during 2021-2025, progressing at a CAGR of 49% during the forecast period -...

Pune, India, March 24, 2021 (Wiredrelease) Prudour Pvt. Ltd : The New Report Artificial Intelligence as a Service Market posted through MarketResearch.Biz, covers the market panorama and its growth possibilities over the upcoming years. The report also offers leading players in this market. The research comprises in-depth insight of the worldwide share, size, and developments, in addition to the growth rate of the Artificial Intelligence as a Service Market to estimate its development throughout the forecast period. Most importantly, the report in addition identifies the historical, current, and future developments which might be predicted to persuade the improvement ratio of the Artificial Intelligence as a Service market. The research segments the market on the premise of solution, technology, organization size, industrial vertical, and region. To provide extra readability concerning the Artificial Intelligence as a Service industry, the report takes a more in-depth study the contemporary fame of different factors along with however now no longer confined to deliver chain management, area of interest markets, distribution channel, trade, deliver, supply and manufacturing functionality regionwise.

The Artificial Intelligence as a Service market report has provided an evaluation of different factors influencing the markets ongoing rise. Drivers, restraints, and Artificial Intelligence as a Service market developments are elaborated to apprehend their tremendous or terrible effects. This segment is aimed toward supplying readers with thorough facts approximately the capability scope of diverse programs and segments. These Artificial Intelligence as a Service market estimates are primarily based totally on the present developments and ancient milestones.

*** NOTE:Our Free Complimentary Sample Report Offers a BriefSummary Of The Report, TOC,Company Profiles and Geographic Segmentation, List of Tables and Figures, and FutureEstimation ***

The top players are examined through the following points:

Business Segmentation Research and Study

SWOT Analysis and Porters Five Forces Evaluation

COVID 19 Impact Analysis on Latest Artificial Intelligence as a Service Market Situation (Drivers, Restraints, Trends, Challenges and Opportunities)

Global Artificial Intelligence as a Service market has been studied definitely to get higher insights into the businesses. Across the globe, various regions includes North America, Latin America, Asia-Pacific, Europe, and Africa were summarized withinside the report Artificial Intelligence as a Service Market.

*** NOTE: MarketResearch.Biz crew are reading Covid19 updates and its effect at the increase of the Artificial Intelligence as a Service market and wherein important we can take into account Covid-19 footmark for a higher evaluation of the market and industries. Contact us cogently for extra targeted facts.***

Artificial Intelligence as a Service Market Segmentation:

Segmentation by Solution: Modeler and Processing, Data Storage and Archiving, Cloud and Web-Based Application Programming Interface (APIs), Others (Model Validator, Decision Report, Predictor, Training, and Report Storage). Segmentation by Technology: Deep Learning, Machine Learning (ML), Natural Language Processing (NLP). Segmentation by Organization Size: Large Enterprises, Small and Medium-Sized Enterprises (SMEs). Segmentation by Industrial Vertical: Healthcare and Defense, Government and Utilities, IT and Telecommunications, Media Communication Services, Banking, Financial Services and Insurance (BFSI), Others (Food Beverages, Oil Gas, Real Estate, Manufacturing and Retail, and Transportation and Logistics)

Global Artificial Intelligence as a Service Market: Regional Analysis

The Artificial Intelligence as a Service market research report studies the contribution of diverse areas withinside the market through information on their political, technological, social, environmental, and financial fame. Artificial Intelligence as a Service market analysts have covered reports referring to each location, its manufacturers, and revenue. The areas studied withinside the market consist of North America, Europe, Asia Pacific, South and Central America, South Asia, the Middle and Africa, South Korea, and others. This segment is targeted at supporting the Artificial Intelligence as a Service market reader examine the capability of every location for making sound investments.

The Artificial Intelligence as a Service market objective examine are:

Artificial Intelligence as a Service Overview Market Status and Future Forecast 2021 to 2031

Artificial Intelligence as a Service Market report mentioned product developments, partnerships, mergers and acquisitions, RD tasks are mentioned

Artificial Intelligence as a Service Market Details on Opportunities and Challenges, Restrictions and Risks, Market Drivers, Challenges.

General aggressive scenario, along with the principle market players, their growth targets, expansions, deals.

In-depth Description of Artificial Intelligence as a Service Market Manufacturers, Sales, Revenue, Market Share, and Latest Developments for Key Players.

To examine and research the Artificial Intelligence as a Service market through solution, technology, organization size, industrial vertical, and region

The major questions replied withinside the report:

What are the principal elements that take this market to the top level?

What is the market growth and demand analysis?

What are the recent possibilities for the Artificial Intelligence as a Service market withinside the coming period?

What are the principal benefits of the player?

What is the important thing to the Artificial Intelligence as a Service market?

Section 1: Based on an executive synopsis of this report. And additionally, it consists of key developments of the Artificial Intelligence as a Service market associated with products, applications, and different critical elements. It additionally affords an evaluation of the aggressive panorama and CAGR and market length of the Artificial Intelligence as a Service market primarily based totally on manufacturing and revenue.

Section 2: Production and Consumption Through Region: It covers all nearby markets to which the research examine relates. Prices and key players similarly to manufacturing and intake in every nearby Artificial Intelligence as a Service market are mentioned.

Section 3: Key Players: Here, the Artificial Intelligence as a Service report throws mild on monetary ratios, pricing structure, manufacturing cost, gross profit, income volume, revenue, and gross margin of main and outstanding companies.

Section 4: Market Segments: This part of the report discusses product kind and alertness segments of the Artificial Intelligence as a Service market primarily based totally on market share, CAGR, market size, and diverse different elements.

Section 5: Research Methodology: This segment discusses the research technique and technique used to put together the Artificial Intelligence as a Service report. It covers reports triangulation, market breakdown, market length estimation, and research layout and/or programs.

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Artificial Intelligence As A Service Market Key Factor Is Increasing Adoption of Advanced Commodity Services - Cadillac News

The Indo-US Science and Technology Forum launched the US India Artificial Intelligence Initiative on March 17 to foster the science and technology relationship between the two countries.

The Secretary of the Department of Science and Technology, Prof Ashutosh Sharma, said the Indo-US relationships in science and technology go way back and have significantly benefited both countries.

Analytics India Magazine spoke with geopolitics experts to understand what to expect from the initiative and how India will benefit from the partnership.

AI and other emerging technologies play a vital role in modern geopolitics.

Technology is underpinning the future of relations between nations, said Abishur Prakash, geopolitical futurist at the Centre for Innovating the Future, in Canada, For India, the new AI-initiative with the US could result in breakthroughs or collaboration in areas like defence or healthcare. India and Russia adopted a similar model to develop the BrahMos cruise missile. Similarly, India and Finland are exploring 6G. This is the new geopolitical paradigm governments are working with.

Its still early days for AI in India. But, there is a clear desire to improve Indo-US cooperation in the field of emerging technologies.

AI will be deployed like a tool across sectors, but India hasnt set clear priorities, and it is difficult to predict, said Arindrajit Basu, Program Manager at the Centre for Internet & Society. What we can predict is that it is far easier to have a collaboration on capacity building, R&D, exchange on scientific information, securing supply chains rather than getting on to consensus on norms that will govern AI.

There is clearly a desire for greater Indo-US cooperation in the field of emerging technology. This has been made clear through bi-lateral and multilateral initiatives, which include specific agreements to emerging tech like the USIAI or GPAI respectively and agreements that have to do with general security, like the Quad, which also has a focus on emerging tech, he added.

India and the US can complement each other in this collaborative effort to ensure equitable progress.

For the US, India represents a massive consumer market and one of the worlds largest troves of data. Technology firms in the US accessing this data will be like energy firms finding oil in the Middle East, said Prakash.

For India, the US algorithms are solutions to a variety of development challenges India faces, from bringing banking to hundreds of millions of people to modernising the Indian military to offering healthcare to the masses. At the same time, for US technology firms, India churns out massive amounts of engineers and computer scientists critical talent that these firms need.

Another major reason for a partnership between India and the US is the new geopolitical realities. Chinas growing influence in the field of AI is a pressing concern.

What India and the US bring to the table is what is a supposedly democratic governance model of emerging technology, said Basu, Despite the change in administration from Trump to Biden, there are certain things where there is continuity like distrust in China and Chinese technology. There is a clear desire to ensure that supply chains are governed by standards, rules, and norms of the democratic world.

Both countries are leveraging AI and other emerging technologies to improve their relationships and gain a geopolitical edge.

The US and India are at a place where they both need each other. For the US, it needs allies like India to take on China. And India needs technology and support from the US to rise in the world. It is a win-win situation, said Prakash, Because technology is defining geopolitics, both sides are turning to AI to grow closer. This is the beginning of the West, bringing India into its technology orbit. And, it is the beginning of India moving away from its non-aligned position because of Next Geopolitics.

Experts believe AI and emerging technologies will define relationships between countries. India should look for further opportunities to use its potential and establish its footprint in AI and emerging technology.

This is the model going forward. That is, technology is how nations will build their ties. One region that India may be doubling-down on is Southeast Asia. This region is becoming a hotbed of competition between the major powers of the world, said Prakash

India could use the AI-forum with the US as a testbed to understand what works. With this knowledge, India could then take its own algorithms to Southeast Asian nations, creating an AI-corridor and a new kind of geopolitical power. Of course, this could also happen through QUAD or even the Five Eyes (if India joins).

At the same time, it is also essential to establish safeguards to protect Indian citizens from exploitative data practices of the US or other major economies.

While we dont want to get into a regulatory tussle, we also want to ensure that the interests of our citizens are protected, said Basu, Proactive regulation that protects data privacy; prevents inequitable mergers, anti-competitive practices, and competition law; guarantees free and fair taxation of these companies are the first step.

Simultaneously, if we regulate in a manner that is uncertain, excessive, and counterproductive to these companies, we risk losing investment and opportunities for collaboration. A partnership of this nature will hopefully ensure that various stakeholders come to the table and ensure that regulation is fair in a manner that protects the rights of citizens, while businesses are not severely impacted, he added.

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What To Expect From The New US-India Artificial Intelligence Initiative - Analytics India Magazine