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Clinical Decision Support System Market Expected to Grow at CAGR 11.60% and Forecast to 2027 KSU | The Sentinel Newspaper – KSU | The Sentinel…

Global Clinical Decision Support System Market is valued at USD 1014.5 Million in 2018 and expected to reach USD 2187.2 Million by 2025 with the CAGE of 11.60% over the forecast period.Growing demand for intelligent software solutions with the aim to efficiently manage rapidly increasing patient pool across the globe is expected to boost the growth of market over forecast period.

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Clinical Decision Support System# Market Report Provides Comprehensive Analysis on Following:

The report also focuses on the global major leading industry players of the Global Clinical Decision Support System# market providing information such as company profiles, product picture and specification, capacity, production, price, cost, revenue, and contact information.

Market Analysis ofClinical Decision Support System

Clinical Decision Support System (CDSS) refers to a healthcare IT system designed specifically to assist clinical decision support for healthcare professionals and physicians. CDSS contains several tools, which helps to improve decision-making in the clinical workflow. It provides clinicians with a technological double check as they perform the challenging work of accurately assessing, diagnosing, and treating patients. These tools includes; computerized alerts and reminders to care providers and patients, clinical guidelines, focused patient data reports and summaries, diagnostic support, and documentation templates, among other tools. It can offer reminders for preventive care, give alerts about potentially dangerous drug interactions and alert clinicians to possible redundant testing their patient has been scheduled to undergo. CDS can potentially lower costs, improve efficiency, and reduce patient inconvenience. Currently, there is a global need for systems with advanced algorithms, interactive interfaces, and service oriented architectures to deal with the rapidly increasing prevalence of chronic diseases followed by increasing patient population.

Global clinical decision support system market report is segmented on the basis of model, mode of delivery, component, product, application and regional & country level. Based on model, global clinical decision support system market is classified as knowledge-based CDSS and non-knowledge CDSS. Based upon mode of delivery, global clinical decision support system market is classified into cloud based and on-premise. Based upon component, global clinical decision support system market is classified into hardware, software and services. Based upon product, global clinical decision support system market is classified into integrated system, stand-alone system, standard-based, service model-based, other products. Based upon application, global clinical decision support system market is classified into medical diagnosis, alerts and reminders, prescription decision support, information retrieval, image recognition and interpretation, therapy critiquing and planning and other applications.

The regions covered in this clinical decision support system market report are North America, Europe, Asia-Pacific and Rest of the World. On the basis of country level, market of clinical decision support system is sub divided into U.S., Mexico, Canada, U.K., France, Germany, Italy, China, Japan, India, South East Asia, GCC, Africa, etc.

Key Players

Global clinical decision support system market report covers prominent players like Wolters Kluwer Health, Hearst Health, Elsevier B.V., Cerner Corporation, McKesson Corporation, Epic Systems Corporation, MEDITECH, Philips Healthcare, International Business Machines (IBM), National Decision Support Company (NDSC), Allscripts Healthcare Solutions, Inc. and others.

Market Dynamics

The growing need for falling human errors, rising demand to reduce healthcare expenditure, need for improvement in the quality of healthcare, increasing chronic disease population, and growing adoption rate in emerging economies are the major factors that are likely to foster the growth of the clinical decision support systems market. According to world health organization (WHO), the burden of chronic diseases is rapidly increasing worldwide. It has been intended that, in 2001, chronic diseases contributed approximately 60% of the 56.5 million total reported deaths in the world and approximately 46% of the global burden of disease. The proportion of the burden of non-communicable diseases (NCDs) is expected to increase to 57% by 2020. Also, the growing adoption of cloud computing is the major driver for the expansion of cloud-based CDSS segment. According to a 2016 survey by RightScale, nearly 95% of organizations are running on cloud-based applications. However, lack of trust in the system as CDSS is in its initial stages of development, lack of skilled labor and suggestions from CDSS for unnecessary diagnostic testing may hinder the market growth.

Regional Analysis

The global clinical decision support system market is segmented into North America, Europe, Asia-Pacific Latin America and Middle East & Africa. North America is expected to dominate the global clinical decision support system market. This growth is primarily driven by the highly developed and technologically advanced treatment and research platform for the diagnosis of diseases in this region. In addition to this, the availability of favorable reimbursement policies is also helping the North American market to grow at a considerable pace. For instance, in 2018, the US Food and Drug Administration (FDA) publicized marketing clearance for Viz.AIs Contact application, the first artificial intelligence-based clinical decision support (CDS) solution cleared for sale in the United States. Viz.AI Contact is intended to analyze computed tomography (CT) results.

Asia Pacific is expected to emerge as the fastest growing regional market due to rapidly increasing patient pool and growing need for software assistance for managing this large patient population. In addition, increasing collaboration between healthcare institutions and information technology companies for developing new systems is also expected to boost the growth of clinical decision support systems in this region.

Key Benefits of Market Report

Segmentation

By Model:

By Mode of Delivery:

By Component:

By Product:

By Application:

By Regional & Country Analysis:

Table of Content

1.1. Research Process

1.2. Primary Research

1.3. Secondary Research

1.4. Market Size Estimates

1.5. Data Triangulation

1.6. Forecast Model

1.7. USPs of Report

1.8. Report Description

2.1. Market Introduction

2.2. Executive Summary

2.3. Global Clinical Decision Support System Market Classification

2.4. Market Drivers

2.5. Market Restraints

2.6. Market Opportunity

2.7. Clinical Decision Support System Market: Trends

2.8. Porters Five Forces Analysis

2.9. Market Attractiveness Analysis

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Clinical Decision Support System Market Expected to Grow at CAGR 11.60% and Forecast to 2027 KSU | The Sentinel Newspaper - KSU | The Sentinel...

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Green Mining Market | Recent Trends, Top Manufacturers Analysis And Demand by Key Regions ROUGH Magazine – ROUGH Magazine

The Green Mining Market report analyzes insights related to market developments, trends and demand changes across numerous regions across the world. It outlines market dynamics entailing market restraints, drivers, trends, and opportunities trailed by pricing analysis and value chain analysis.The report provides a close analysis of the numerous segments within the market supported product kind, application, and end-use across various countries around the world.

Green mining market will reach an estimated valuation of USD 16.37 billion by 2027, while registering this growth at a rate of 7.60% for the forecast period of 2020 to 2027.

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The report analyzes market status, presents worth and volume, product type, key players, and Provide regional analysis.Report alsoprovidesshort-term and long-term growth projections of the marketand in-depth analysis of the various growth factors that are shaping up the market performance.TheGreen Mining Marketreport highlights the major statistics of the currentMarket status with developments and opportunities available in the market.

The Regions Covered in the Green Mining Market Report are:

Players Covered in Green Mining Report :

The major players covered in the green mining market report are Glencore, Rio Tinto, Vale, BHP, Tata Steel, Anglo American plc, Jiangxi Copper Corporation, Dundee Precious Metals Inc., Liebherr Group, Maaden, SANY GROUP, and Doosan Infracore among other domestic and global players. Market share data is available for global, North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America separately. DBMR analysts understand competitive strengths and provide competitive analysis for each competitor separately.

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Windfall Geotek is Accepting Binding Offers for Property in Copper Producing Region of Chapais Area, Quebec – Junior Mining Network

DOES NOT CONSTITUTE AN OFFER OF THE SECURITIES DESCRIBED HEREIN

Highlights of the Chapais Property:

Large property consisting of 36 claims and 1,560 hectares

From 1953-1991 the Chapais region produced over 1 billion pounds of copper and 1 million ounces of gold

Windfall Geotek AI system has generated significant targets for gold, copper and zinc across the entire land package that are road accessible and have grid power access (Figures 3 to 8)

Brossard, Quebec - TheNewswire - April 8, 2021 Windfall Geotek Inc. (the Company, or Windfall) (TSXV:WIN), (OTC:WINKF), (FSE:L7C2) is pleased to announce the opening of a bidding process for its asset near Chapais, Quebec. The Chapais Property lies within the Chapais mining district and Chapais-Chibougamau mining camp. Regional mineralization styles found in this district include but are not limited to the Opemiska type copper-gold systems.

Location, Access and Infrastructure of the Chapais Property:

The Windfall Geoteks Chapais Property is located 490 km northwest of Montreal, 2 km west of the town of Chapais and 40 km southwest of Chibougamau in northern Quebec (NTS map sheet 32G/15).

Property is comprised of 36 claims, covers 1,560 hectares of surface area and is located 490 kms NW of Montreal, Quebec, Canada (Figure 2).

Road accessible & grid power access. Direct road access to the Chapais Property is via route 113 to provide access to the deposits. Route 113 is a paved regional highway that is part of the Trans-Canada Highway. The road begins 2.5 km south of the community of the town of Chapais. The access road is currently used for diamond drill and personnel access to the site all year around. A series of ATV trails provide access to the property. Close access to the provincial electrical transmission grid is available along Route 113 near the town of Chapais that runs through the Chapais Property Land Claims. (Figure 2 - Quebec Route 113 & Electric Transmission Grid Wires)

Coordinates for the center of the Project site are latitude 49 48 16 N and longitude -74 54 37 W (506480mE, 5516890mN) at an elevation of 332 m.

Nathan Tribble P.Geo, Director commented: The Chapais Property is well situated in a prolific region that has produced over 1 billion pounds of copper and 1 million ounces of gold. It's exciting to see the large CARDS AI generated targets within favorable rock types that were host to the historic Perry and Springer mines adjacent to our land package. During this new supercycle of electrification metals this is a fabulous project that should gain a lot of attention here in short order.

Dinesh Kandanchatha, Chairman & Interim CEO commented: As we engage with our strategic review, the management team of Windfall is looking to maximize the value of the companys resource assets. With the demand for Copper and other base metals, Windfall is looking to develop this asset with the right operational partner. This property and AI targets reflect our commitment to our business plan of focusing on battery metal opportunities that can drive long term royalties for shareholders.

Geological & Historical context

The Chapais area is host to four past producing mines which from 1953 to 1991 producing well over 1 billion pounds of copper and 1 million ounces of gold (Sigeom, MRN and Figure 1)

The Chapais property is located in the upper part of the stratigraphic volcanic sequences of northeastern Abitibi volcanic belt, where the ultramafic Cumming Complex intrudes mafic and felsic rocks of the Waconichi Formation and mafic rocks of the upper Roy Group.

Mineralization on the Chapais property may be of Opmiska style copper-gold vein type, particularly given its proximity to the Springer and Perry mines. The mineralized veins of the Springer mine are restricted to fracture networks contained in the ophitic parts of the gabbroic Venture sill, which continues into the Chapais property.

Figure 2. Satellite Imagery of Chapais Land Claims

CARDS Target Maps - Gold, Copper, Zinc

Figure 3. Plan View of CARDS AI Copper Targets with Satellite Imagery background

Figure 4. Plan View of CARDS AI Copper Targets with Regional Geology

Figure 5. Plan View of CARDS AI Gold Targets with Satellite Imagery background

Zinc Targets

The scientific and technical data contained in this press release was reviewed and prepared under the supervision of Grigor Heba, Ph.D., P.Geo.,Principal Geologist and a Qualified Person as defined by National Instrument 43-101.

About Windfall Geotek Powered by Artificial Intelligence (AI) since 2005

Windfall is an Artificial Intelligence company that has been in business for over 15 years developing its proprietary CARDS analysis (AI) and data mining techniques. Windfall Geotek can count on a multidisciplinary team that includes professionals in geophysics, geology, Artificial Intelligence, and mathematics. It combines available public and private datasets including geophysical, drill hole and surface data. The algorithms designed and employed by Windfall are calculated to highlight areas of interest that have the potential to be geologically similar to other gold deposits and mineralization. Windfall Geotek AI increases shareholder value by reducing both time & exploration costs while reducing the environmental impact from mineral exploration. Windfall Geotek looks forward to leveraging its AI technology to find both precious and base metals which will play a critical part in the future of electrification & reducing the world's carbon footprint. The Company's objective is to develop a new royalty stream by significantly enhancing and participating in the exploration success rate of mining and to continue the UXO detection application as a high priority. Windfall has played a part in numerous past discoveries utilizing its methodology as described at: https://windfallgeotek.com/

For further information, please contact:

Simran Kamboj

President & CTO

Email:info@windfallgeotek.com

Website:www.windfallgeotek.com

Additional information about the Company is available under Windfall Geoteks profile on SEDAR at http://www.sedar.com.

Neither the TSX Venture Exchange nor does its Regulation Services Provider (as that term is defined in the policies of the TSX Venture Exchange) accept responsibility for the adequacy or accuracy of this release.

FORWARD-LOOKING STATEMENTS: This news release contains forward-looking statements, which relate to future events or future performance and reflect managements current expectations and assumptions. Such forward-looking statements reflect managements current beliefs and are based on assumptions made by and using information currently available to the Company. Investors are cautioned that these forward-looking statements are neither promises nor guarantees, and they are subject to risks and uncertainties that may cause future results to differ materially from those expected. These forward-looking statements are made as of the date hereof and, except as required under applicable securities legislation, the Company does not assume any obligation to update or revise them to reflect new events or circumstances. All forward-looking statements made in this press release are qualified by these cautionary statements and by those made in our filings with SEDAR in Canada (available at http://WWW.SEDAR.COM).

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Windfall Geotek is Accepting Binding Offers for Property in Copper Producing Region of Chapais Area, Quebec - Junior Mining Network

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Association between Cardiometabolic risk factor and responsiveness to vitamin D supplementation: a new approach using artificial neural network…

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Lithotripsy Devices Market is Expected to Grow at 5.2% in the Forecast Period of 2018 to 2025 | DBMR KSU | The Sentinel Newspaper – KSU | The…

Global Lithotripsy Devices MarketIndustry Trends and Forecast to 2028 focuses on the major drivers and restraints for the key players. This research report also provides Comprehensive analysis of the market share, segmentation, revenue forecasts and geographic regions of the market. Report is a professional and in-depth study on the current state of Industry. With 350 pages, 60 Figures And 220 Tables in it

The genuine assessment happened in this report joining key profiling of key market players, their middle capacities, their strong and wobbly parts, and the genuine scene of the market which maintains associations to address their individual frameworks.

According to Data Bridge Market Research the lithotripsy devices market is growing due to increasing number of patients suffering from urolithiasis. Increasing investment in technological advancement in the prevalence of lithotripsy devices will uplift the market growth in the forecast period. Increasing advantages of the lithotripsy market such as relative safety, low cost, less recovery time and patient outcomes will augment the growth of the market. Rising application from the emerging countries will be the biggest opportunity for the lithotripsy market.

Now the question is which are the other regions intuitive is targeting? Data Bridge Market Research has forecasted a large growth in Asia-Pacific lithotripsy devices market and the market leaders targeting India and japan to be their next revenue pockets for 2020.

Download Exclusive Sample Report (350 Pages PDF with All Related Graphs & Charts) @ https://www.databridgemarketresearch.com/request-a-sample/?dbmr=global-lithotripsy-devices-market

Key Market Competitors Covered in the report

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Data collection and base year analysis is done using data collection modules with large sample sizes. The market data is analysed and forecasted using market statistical and coherent models. Also market share analysis and key trend analysis are the major success factors in the market report. To know more please request an analyst call or can drop down your enquiry.

The key research methodology used by DBMR research team is data triangulation which involves data mining, analysis of the impact of data variables on the market, and primary (industry expert) validation. Apart from this, data models include Vendor Positioning Grid, Market Time Line Analysis, Market Overview and Guide, Company Positioning Grid, Company Market Share Analysis, Standards of Measurement, Top to Bottom Analysis and Vendor Share Analysis. To know more about the research methodology, drop in an inquiry to speak to our industry experts.

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Predictive Analytics Market Report With Industry Trends, Growth, Demand, Top Companies Share, Structure and Scope Forecast to 2025 KSU | The Sentinel…

According to IMARC Groups latest report, titled Predictive Analytics Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2020-2025, the global predictive analytics market exhibited double-digit growth rates during 2014-2019. Looking forward, IMARC Group expects the global market to continue its double-digit growth by 2025.

The growing trend of industrial automation trends has led to the widespread adoption of predictive analytics to analyze large volumes of data and high revenue-generating opportunities. Furthermore, the increasing need for robust business strategies and improved decision-making in real-time is also augmenting the demand for predictive analytics across various organizations. Additionally, the rising penetration of customer analytics solutions in the e-commerce sector for real-time analysis of consumer shopping patterns, and supply chain analytics for improved logistics and warehousing services, is also bolstering the market growth. Moreover, the growing digitization to upgrade regulatory compliance processes, such as capital planning and insurance and credit risk management in the BFSI sector, is further propelling the demand for predictive analytics. Furthermore, the increasing utilization of cloud-based predictive solutions in business operations and integration of advanced technologies, such as data mining, AI, virtual reality, big data, etc., will continue to drive the market for predictive analytics in the coming years.

Request for a free PDF sample of this report:https://www.imarcgroup.com/predictive-analytics-market

Predictive analytics refers to the subset of advanced analytics designed to predict the likelihood of future events by observing historical and current data. It analyzes data using several statistical techniques, such as big data, machine learning and data mining. Predictive analytics assists in improving marketing campaigns, reducing financial risks, detecting frauds, enhancing business efficiency, and optimizing customer experiences.

Global Predictive Analytics Market Competitive Analysis and Segmentation:

Competitive Landscape:

The competitive landscape of the predictive analytics market has been studied in the report with the detailed profiles of the key players operating in the market.

Some of these key players include:

The report has segmented the globalpredictive analytics marketon the basis of business function, solution, service, deployment, organization size, end use industry and region.

Breakup by Business Function:

Breakup by Solution:

Breakup by Service:

Breakup by Deployment:

Breakup by Organization Size:

Breakup by End Use Industry:

Breakup by Region:

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Key highlights of the report:

If you need specific information that is not currently within the scope of the report, we will provide it to you as a part of the customization.

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Predictive Analytics Market Report With Industry Trends, Growth, Demand, Top Companies Share, Structure and Scope Forecast to 2025 KSU | The Sentinel...

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Four Phases Of The Coronavirus Pandemic Global Psychedelic Drugs Market Report: Product Scope, Overview, Opportunities, Driving Forces and Risk…

With in-depth knowledge of Global Psychedelic Drugs Market research trends, industry verticals and market research publishers, the Global Psychedelic Drugs Market research report has been generated. The right market research report is very essential to harness the maximum value of the investment. Highly motivated and enthusiastic youngsters and experienced researchers and analysts work hard to produce this excellent market report. The report provides clients with the comprehensive and detail-oriented information which their business calls for. This reliable market research report supports with the decision-making process. While generating the Global Psychedelic Drugs Market report, DBMR team works with new thinking, new skills, and innovative programs and tools to grow the sales.

Global Psychedelic Drugs Market Industry Trends and Forecast to 2028 focuses on the major drivers and restraints for the key players. This research report also provides Comprehensive analysis of the market share, segmentation, revenue forecasts and geographic regions of the market. Report is a professional and in-depth study on the current state of Industry. With 350 pages, 60 Figures And 220 Tables in it

The genuine assessment happened in this report joining key profiling of key market players, their middle capacities, their strong and wobbly parts, and the genuine scene of the market which maintains associations to address their individual frameworks.

Psychedelic drugs involve various types of chemical substances including LSD and chemical extracted fromplants. Psychedelic drugs have the ability to change or enhance the senosory perceptions, thought processes, energy levels and have also been reported to facilitate spiritual experiences. Psychedelic drugs can be categorized into empathogens and dissociative drugs (such as PCP) and serotonergic (classic hallucinogens) such as LSD.

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The psychedelic drugs market is segmented into five regions, North America, Europe, Asia-Pacific, South America and Middle East and Africa. The regions are further segmented into U.S., Canada, Mexico, Germany, U.K., France, Italy, Spain, Russia, Poland, Switzerland, Netherlands, Hungary, Austria, Norway, Ireland, Belgium, Lithuania, Rest of Europe, Saudi Arabia, UAE, Israel and Egypt.

Key Market Competitors Covered in the Report

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Data collection and base year analysis is done using data collection modules with large sample sizes. The market data is analysed and forecasted using market statistical and coherent models. Also market share analysis and key trend analysis are the major success factors in the market report. To know more please request an analyst call or can drop down your enquiry.

The key research methodology used by DBMR research team is data triangulation which involves data mining, analysis of the impact of data variables on the market, and primary (industry expert) validation. Apart from this, data models include vendor positioning grid, market time line analysis, market overview and guide, company positioning grid, company market share analysis, standards of measurement, top to bottom analysis and vendor share analysis. To know more about the research methodology, drop in an inquiry to speak to our industry experts.

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Four Phases Of The Coronavirus Pandemic Global Psychedelic Drugs Market Report: Product Scope, Overview, Opportunities, Driving Forces and Risk...

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Doing business in the time of the pandemic – Egypt – Al-Ahram Weekly – Ahram Online

Since the World Health Organisation (WHO) declared the Covid-19 pandemic a global pandemic in March 2020, businesses have been struggling to cope with the crisis and the disruption it has brought to different sectors of the market.

Although everyone is waiting for the pandemic to end, businesses have been trying to find solutions to a variety of problems in the interim, including maintaining communication with employees and customers, dealing with tumbling sales and unstable supply chains, and adapting to what is believed to be a new normal where many things are likely to remain unchanged after the pandemic is over, including ways of doing business.

There are businesses that have disappeared completely, and there are ones that have started to focus more on online platforms and data-mining to keep up with the new realties, said Bassam Al-Shanawany, secretary-general of the Egyptian Junior Businessmens Association (EJBA).

We now have different ways to reach clients in more places, thanks to technological advances. Physical access is no longer the basis of communication and doing business, he added.

Businesses that have many branches have started to cut their number and use online solutions instead, he said, adding that online payments had started to gain popularity in order to achieve financial inclusion.

Al-Shanawany added that working from home had made it easier and more effective to do business and to learn new ways to do it and reach places that were hard to access before.

Upgrading technological infrastructure for business has become a priority, he said, adding that rapid and continuous development had become a necessity.

Technology and communications are key factors that will determine how businesses will survive, but the recovery will take years for many businesses to reach before-pandemic levels, he stressed.

Mohamed Qaoud, head of the tourism and aviation committee at the EJBA, said that changes to how companies do business had been extensive due to the unprecedented circumstances.

He added that the government had supported businesses across many sectors following the spread of the virus and the measures taken to combat it, and businesses had come up with short-term plans and crisis-management tactics, along with medium-term plans on how to cope with dynamic changes and long-term plans for business sustainability based on new norms.

Qaoud stressed that businesses would not be going back to the same environment they had operated in before the pandemic. Although we might go back to our normal lives after the crisis is over, there are now new norms, policies, and strategies that we will follow in the upcoming years, he said.

The crisis showed the importance of job integration and why we must revisit the way we do business in order to achieve maximum productivity, Qaoud said.

We need to promote the concept of job integration with more business owners, and that will happen when we apply international best practices of corporate governance, which will add more sustainability to organisation, reflecting on the performance of stakeholders, owners, and employees, said Wael Rashidy, founder and CEO of Guiders Consult, a consultancy company, and head of the consultancy committee at the EJBA.

He said that the business community had started to take advantage of digital platforms and technologies available online to discover more attractive business opportunities and integration in the form of consortiums and joint ventures that would help to overcome the economic effects of the coronavirus pandemic.

He added that companies had started to think smarter and wiser, and that business owners and leaders had started to think more about risks and the different ways of managing them, as well as about utilising technologies and digital transformation in managing business risks, reducing costs, and enhancing business performance, in order to sustain businesses and achieve objectives.

However, operations in the industrial sector were totally different, as machinery needed labour to operate it, he said, and the change in the sector had happened on the level of production and supply-chain planning.

He added that in some sectors such as manufacturing and agriculture, the changes would be temporary until the pandemic was over, unless owners invested in the new business norms by raising awareness about risk-management, improving supply and value chains, restructuring decision-making processes and the processes of doing business, and thinking about ways of governing business for sustainability.

According to a questionnaire sent out by the EJBA, 95 per cent of business owners in 50 countries around the world, including Egypt, will focus their plans in 2021 on the mental health of employees to achieve greater well-being, and 60 per cent will work on motivational initiatives.

Additionally, 70 per cent have clear plans regarding visions for job engagement and building a trust-based culture to increase productivity.

According to the New McKinsey Global Institute, a branch of the US consultancy firm, productivity has long been a weak spot in global growth, but the coronavirus crisis might have kick-started a rise in productivity.

As companies have shifted rapidly to online channels, it said, automated production tasks, increased operational efficiency, and sped-up decision-making and innovations in operating models, had led productivity to rise, and more growth may be in store.

Research by the institute found that there was potential to accelerate annual productivity growth by about one percentage point by 2024.

*A version of this article appears in print in the 8 April, 2021 edition ofAl-Ahram Weekly

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Doing business in the time of the pandemic - Egypt - Al-Ahram Weekly - Ahram Online

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SAS digs deeper into the core tenets of responsible AI – bizEDGE New Zealand

What is responsible artificial intelligence (AI)? There is a simple message at the heart of the discussion:Those that develop an AI modelmust be accountable for its development.

The broad term artificial intelligence was born in the 1940s and gained its moniker in 1956. For years it played along with the image of a human-like robot, trying to make sense of people to help them.

AI was much more than this stereotypical image, though. Its capabilities were developed as new ideas, innovations, and technologies evolved.

SAS is a technology company that has leveraged AI as part of its business for decades.

In 2019, SAS announced a $1 billion investment in AI over a three year period, building on a broad scope of capabilities ranging from advanced analytics to natural language processing, forecasting, computer vision, model governance, and many areas in between.

It could be easy to jump down rabbit holes to explore whats possible - and thats part of what innovation is about, but SAS strongly believes in the responsible development and implementation of AI - a process that takes into consideration the worlds policymakers, regulators, and of course, its customers.

But what exactly is the responsible development and implementation of AI?

According to the Australian Government, there are eight fundamental principles associated with AI design, development, integration, and use.

These principles include accountability, contestability, fairness, human-centred values, human, social and environmental wellbeing, privacy protection and security, reliability and safety, and transparency and explainability.

The principles, whilst voluntary, are designed to complement AI regulations and AI development by helping to achieve better outcomes, encourage ethical decisions, and to reduce the risk of negative impacts.

For SAS, responsible AImeans developing and using AI through accountability, careful management, fairness, and transparency.

For example, SAS software features may vary depending on customer needs, but there are some key pillars to AI that remain relevant for every AI build, which the company explains in its How to Take AI Projects from Start to Win ebook.

Common features for the responsible deployment and management of AI and analytics include:

1. Data quality that promotes accountability, fairness, and transparency

SAS data management software enables organisations to:

2. Model quality and management

SAS Model Manager offers model tracking, validation, auditing, and retraining features. These features help customers manage their AI models in a responsible way.

A centralised model repository offers model lifecycle templates and version control abilities - these provide visibility into an organisations analytical processes, ensure complete traceability, and enable model governance.

3. Model interpretability

Whether organisations are looking for interpretability on an enterprise or industrial scale, SAS software features explainability technologies such as:

Between data quality, model management and interpretability, you might be wondering how these technical features help to improve human understanding of AI.

4. Human-centricity

SAS understands that responsible AI is also about helping customers follow the same good practice. Thats why the company offers comprehensive training and certifications on the responsible use of AI across different applications.

SAS Domain Lead - Advanced Analytics, Ray Greenwood points to a SAS, McKinsey and Intel study that found the biggest barrierto AI adoption within organisations is trust. Frontline staff are supposed to leverage AI output but if they don't trust it, AI is an expense that is unused and delivers no benefits.

"SAS as a technology provider is investing in the delivery of all of the techniques that can help bring transparency to AI. SAS helps to make it apparent both to the developers - and the ultimate consumers of AI -why a decision was reached, how that decision was reached, and what influenced it. All of that can help with explainability," he says.

Furthermore, the company educates customers and prospects about the technology that underpins AI, but much of the conversation is about AI literacy. Data scientists can also leverage certifications and training.

"The idea is to getdata scientists and non-data scientistson the same page in terms of what AI realistically can or can't achieve within thecircumstances that AI is going to be put into production. When you do that,you get far more profitable outcomes and you get far more beneficial use of AI because the expectations are aligned with the likely outcome."

Human-centric AI is built into SAS Visual Data Mining and Machine Learning (VDMML) by providing model interpretation reports in simple language, while SAS Visual Investigator captures governance, audit, and compliance details for humans who triage and manage cases. Interfaces are also customisable, so each SAS customer can rely on people to maintain human oversight and human intervention.

No AI solution would be complete without recognising diversity and accessibility. SAS believes that diverse teams are more likely to create solutions that anticipate unfair bias and take steps to avoid or mitigate them. This is why SAS encourages diversity within its company and also invests in the development of STEM talent.

Software should be accessible to those with disabilities. SAS has a dedicated accessibility team that trains its R&D staff to incorporate accessibility needs into product development. SAS Disability Support Center is key to this support because itprovides information about the accessibility features of SAS products and training for users with disabilities.

Bringing the core components of responsible AI into any AI project

Data quality, model quality and management, model interpretability and human-centricity make up the baseline of any kind of AI development and deployment.

SAS recommends that organisations start small, then build a repeatable, scalable and trustworthy approach that will win buy-in for your next AI project.

Read about the four pillars of starting a successful AI program and see examples of how other organisations have taken their AI projects from start to finish - download theHow to Take AI Projects from Start to Win ebooknow.

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SAS digs deeper into the core tenets of responsible AI - bizEDGE New Zealand

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Security-as-a-Service Market is poised to surge at a CAGR of over 18% through 2031 – PRNewswire

As per Persistence Market Research revised analysis, the global SaaS market is poised to surge at a CAGR of over 18% through 2031.

Key Takeaways from Market Study

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"Enterprises are implementing IOT-based solutions progressively. IOT solution providers are integrating SaaS in order to reduce cyber-attacks on connected devices, identify the threat, and fix susceptibilities before launching them in the market, says a Persistence Market Research analyst.

COVID-19 Pandemic Impact Analysis

Increase in remote working has led to the need for greater focus on cyber-security, because of higher exposure to cyber risks. This is evident from the fact that around 47% of individuals fall for phishing scams while working at home. Cyber-attackers are seeing COVID-19 as an opportunity to step up their criminal activities and exploit vulnerable employees working from home. Hence, to reduce the impact of cyber-attacks, companies are focusing and enhancing their development and application of security measures.

Ask an Expert for more query: https://www.persistencemarketresearch.com/ask-an-expert/12583

Many companies are increasing their spending budgets on security solutions as a fight against increasing number of cyber-attacks and threats amidst this pandemic outbreak. Also, cybersecurity technology and service providers are shifting priorities to support current needs: business continuity, remote work, and planning for transition to the next normal.

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Find More Valuable Insights

Persistence Market Research puts forward an unbiased analysis of the global security as a service market, providing historical demand data (2016-2020) and forecast statistics for the period 2021-2031. To understand the opportunities in SaaS, the market is segmented on the basis of component (solutions and services), application (network security, endpoint security, application security, cloud security, and others), and vertical (banking financial service and insurance, healthcare, retail, it & telecom, energy & utilities, government, and others), across seven major regions of the world.

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To support companies in overcoming complex business challenges, we follow a multi-disciplinary approach. At PMR, we unite various data streams from multi-dimensional sources. By deploying real-time data collection, big data, and customer experience analytics, we deliver business intelligence for organizations of all sizes.

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Security-as-a-Service Market is poised to surge at a CAGR of over 18% through 2031 - PRNewswire

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