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This category is meant to tell you all about using modern Artificial Intelligence technologies in Finance sector of our life.

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Artificial Intelligence in the Pharmaceutical Industry 950×540

Artificial Intelligence in the Pharmaceutical Industry – An Overview of Innovations

Several factors have contributed to the advancement of AI in the pharmaceutical industry. These factors include the increase in the size of and the greater variety of types of biomedical datasets, as a result of the increased usage of electronic health records.

machine learning in pharma and medicine

7 Applications of Machine Learning in Pharma and Medicine

When it comes to effectiveness of machine learning, more data almost always yields better results—and the healthcare sector is sitting on a data goldmine. McKinsey estimates that big data and machine learning in pharma and medicine could generate a value of up to $100B annually, based on better decision-making, optimized innovation, improved efficiency of research/clinical trials, and new tool creation for physicians, consumers, insurers, and regulators.
Where does all this data come from? If we could look at labeled data streams, we might see research and development (R&D); physicians and clinics; patients; caregivers; etc. The array of (at present) disparate origins is part of the issue in synchronizing this information and using it to improve healthcare infrastructure and treatments. Hence, the present-day core issue at the intersection of machine learning and healthcare: finding ways to effectively collect and use lots of different types of data for better analysis, prevention, and treatment of individuals.
Burgeoning applications of ML in pharma and medicine are glimmers of a potential future in which synchronicity of data, analysis, and innovation are an everyday reality.
At Emerj, the AI Research and Advisory Company, we research how AI is impacting the pharmaceutical industry as part of our AI Opportunity Landscape service. Global pharma companies use AI Opportunity Landscapes to find out where AI fits at their company and which AI applications are driving value in the industry.
In this article, we use insights from our research to provide a breakdown of several of the pioneering applications of AI in pharma and areas for continued innovation.

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Artificial Intelligence in Healthcare - A Comprehensive Overview

Artificial Intelligence in Healthcare – A Comprehensive Overview

Various use cases and applications for AI and machine learning in the healthcare industry are proposed more frequently now than ever. Healthcare leaders may find it difficult to keep up with where AI is being applied in their sector.

Machine Learning in Healthcare: Expert Consensus from 60+ Executives

Machine Learning in Healthcare: Expert Consensus from 50+ Executives

The last few years have yielded a tremendous amount of attention at the intersection of AI and healthcare, from DeepMind's partnership with the UK's National Health Service to IBM's continued pushes into areas of genomics and drug discovery. From the perspective of healthcare executives, however, many important questions are left unanswered and rarely addressed in detail:
What difference are healthcare's machine learning innovations likely to make in the lives of patients?
What disruptions should healthcare executives prepare themselves for now?
How will the healthcare industry operate differently in 5 or 10 years into the future?
We surveyed over 50 executives of healthcare companies leveraging AI. We aimed to do the hard work of separating the companies actually applying AI from those who use it as a buzzword (over 15 of our initial survey responses were turned down due to lack of evidence of real AI in use), presenting important predictions and industry insights in clear and interactive charts and graphs.
The following research article is broken down into five sections:

Artificial Intelligence in Healthcare 950×540

Machine Learning Healthcare Applications – 2018 and Beyond

In the broad sweep of AI's current worldly ambitions, machine learning healthcare applications seem to top the list for funding and press in the last three years.

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Artificial Intelligence in the US Army - Current Initiatives

Artificial Intelligence in the US Army – Current Initiatives

The idea of using artificial intelligence (AI) in the military scares many people in the US, especially when it comes to the Army. The US Army typically operates on the ground, and so it may be uncomfortably closer to home for some people.

Artificial Intelligence in the US Air Force - Current Initatives

Artificial Intelligence in the US Air Force – Current Initiatives

Government contracts are notoriously hard to acquire. It takes many months of painstaking work to get through the gamut of regulations that weigh about 8.5 lb when printed out. Startups and small companies, including those developing artificial intelligence, often do not have the resources to compete for a share of this market. The US Air Force is changing that by streamlining the process in what it calls Pitch Days, the first of which was on March 6 and 7, 2019 in New York.

Artificial Intelligence at the Top 5 US Defense Contractors

Artificial Intelligence at the Top 5 US Defense Contractors

wikiMany of the pivotal technologies utilized by the public today have their roots in military projects. The internet’s first successful message transfer was due to a U.S. Department of Defense-awarded contract in 1969 for the development of the “ARPANET project.” Global Positioning System (GPS) technology utilized in smartphones today was put in place and created in the 1970s for accurate military positioning, coordination, and tracking.

Artificial Intelligence at NASA - Current Projects and Applications

Artificial Intelligence at NASA – Current Projects and Applications

The focus of the National Aeronautics and Space Administration (NASA) is to provide information to civilian institutions to help them solve scientific problems at home and in space. This requires a continuous stream of raw data under a constantly shifting environment.  According to a 2017 interview with Kevin Murphy, Earth Science Data Systems Program Executive at NASA, the biggest challenge now is not going where no man has gone before, but managing the data.

AI in the Navy - Current Contractors and Innovations

Artificial Intelligence in the Navy – Current Contractors and Innovations

Militaries around the world are starting to make increasing investments in artificial intelligence and machine learning capabilities. The top military defense contractors in the US, Europe, and Israel are all working on AI software to sell into the defense sector. That said, the military adoption of AI is as of right now slow in comparison to that of contractors.

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Artificial Intelligence at the FBI – 6 Current Initiatives and Projects

The Federal Bureau of Investigation has figured in many works of fiction as well as documentaries because what they do fascinates people. The representations have not always been favorable, but most people agree they have spearheaded many advances in science and technology in law enforcement.

Artificial Intelligence at the CIA – Current Applications

Artificial Intelligence at the CIA – Current Applications

It is clear the United States government has recently taken a strong stance in attempts to proliferate artificial intelligence technology innovations for the United States Department of Defense. There are those who believe that the US, Russia, and China have entered into a modern day Space Race-style competition to develop and harness artificial intelligence technologies.

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Artificial Intelligence in the Food and Beverage Industry

AI in the Food and Beverage Industry – 3 Current Use-Cases

Although it's apparent that AI development is slow-moving in the industry, food and beverage companies may be able to use AI for food processing, in particular:

Machine Learning for Restaurants and Food Services - Examples, Challenges, Trends

Machine Learning for Restaurants and Food Services – Examples, Challenges, Trends

This year has been marked by an increase in artificial intelligence interest from new business sectors. Just one years ago, we hardly had any visitors or subscribers from the food services sector - and this year we have a strong interest from food processing and food services leaders, which has come as a surprise.

Examples of AI in Restaurants and Food Services

Examples of AI in Restaurants and Food Services

The food service industry is an economic staple generating billions of dollars in annual revenue and representing 2.1 percent of the U.S. GDP in 2016. Technology has made on-demand food ordering possible and the industry is pivoting towards more innovative approaches to meet and exceed customer expectations. As a result, artificial intelligence applications are steadily making their way into the food service industry.

AI in Food Processing - Use Cases and Applications That Matter

AI in Food Processing – Use Cases and Applications That Matter

Food processing is one of the major manufacturing sectors in the United States. According to the United States Department of Agriculture, 16 percent of the value of shipments from all U.S. manufacturing plants comes from food processing plants. These plants employ around 1.5 million workers in this country.

Restaurant Chatbots – Comparing 5 Current Applications

Restaurant Chatbots – Comparing 5 Current Applications

Just as chatbots are being created for consumers in the hospitality and fast-food industries, technology companies are also serving those restaurants that wish to take advantage of this emerging technology to better their customer service and maximize their productivity—and profitability.

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Top 3 Most Funded Start Ups