machine learning Archives - AICRA https://www.aicra.org/aicrapost Technology, Innovation, Startup, Education, Interview Thu, 30 Jun 2022 11:13:16 +0000 en-US hourly 1 https://wordpress.org/?v=6.2.2 https://www.aicra.org/aicrapost/wp-content/uploads/2021/07/aicralogo-150x150.png machine learning Archives - AICRA https://www.aicra.org/aicrapost 32 32 Use of AI in healthcare & medicine is booming https://www.aicra.org/aicrapost/use-of-ai-in-healthcare-medicine-is-booming/ https://www.aicra.org/aicrapost/use-of-ai-in-healthcare-medicine-is-booming/#respond Thu, 30 Jun 2022 11:13:16 +0000 https://www.aicra.org/aicrapost/?p=432 Artificial intelligence (AI) and related technologies are increasingly prevalent in business and society and are beginning to be applied to healthcare. These technologies have the [...]

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Artificial intelligence (AI) and related technologies are increasingly prevalent in business and society and are beginning to be applied to healthcare. These technologies have the potential to transform many aspects of patient care, as well as administrative processes within the provider, payer, and pharmaceutical organizations.

A number of research studies have already found that AI can perform as well as or better than humans at key healthcare tasks such as disease diagnosis. Algorithms are already outperforming radiologists in detecting malignant tumors and advising researchers on how to build cohorts for expensive clinical trials. However, we believe that it will be many years before AI replaces humans in broad medical process domains for a variety of reasons. In this article, we discuss the potential for AI to automate aspects of care as well as some of the barriers to rapid AI implementation in healthcare.

Artificial intelligence is not one technology, but rather a collection of them. Most of these technologies have immediate relevance to the healthcare field, but the specific processes and tasks they support vary widely. Some particular AI technologies of high importance to healthcare are defined and described below.

Machine learning has the potential to provide physicians and hospital staff with data-driven clinical decision support (CDS), paving the way for increased revenue. Deep learning, a subset of AI designed to identify patterns, employs algorithms and data to provide healthcare providers with automated insights.

Examples of AI in Medicine and Healthcare

AI can improve healthcare by promoting preventative medicine and the discovery of new drugs. IBM Watson’s ability to pinpoint treatments for cancer patients is one example of how AI is influencing healthcare, as is Google Cloud’s Healthcare app, which makes it easier for health organizations to collect, store, and access data.

Researchers at the University of North Carolina Lineberger Comprehensive Cancer Center used IBM Watson’s Genomic product to identify specific treatments for over 1,000 patients, according to Insider Intelligence. The product used big data analysis to determine treatment options for patients with tumors that had genetic abnormalities.

Google’s Cloud Healthcare application programming interface (API) includes CDS offerings as well as other AI solutions that assist physicians in making more informed clinical decisions about patients. AI in Google Cloud uses machine learning to extract insights from users’ electronic health records, allowing healthcare providers to make better clinical decisions.

Google teamed up with the Universities of California, Stanford, and Chicago to develop an AI system that predicts the outcomes of hospital visits. This helps to reduce readmissions and the length of time patients spend in hospitals.

Benefits of AI in Healthcare & Medicine

Integrating AI into the healthcare ecosystem provides numerous benefits, including the ability to automate tasks and analyze large patient data sets to provide better healthcare faster and at a lower cost.

Administrative tasks account for 30% of healthcare costs, according to Insider Intelligence. Some of these tasks, such as pre-authorizing insurance, following up on unpaid bills, and maintaining records, can be automated by AI to reduce the workload of healthcare professionals and ultimately save them money.

AI has the ability to analyze large data sets, resulting in patient insights and predictive analysis. Obtaining patient insights quickly assists the healthcare ecosystem in identifying key areas of patient care that require improvement.

AI is also used in wearable healthcare technology to better serve patients. AI-powered software, such as FitBits and smartwatches, can analyze data and alert users and their healthcare providers to potential health issues and risks. The ability to assess one’s own health through technology reduces professionals’ workload and prevents unnecessary hospital visits or remissions.

 

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AICRA offering Internship Programs across various technologies at NPC Lab https://www.aicra.org/aicrapost/aicra-offering-internship-programs-across-various-technologies-at-npc-lab-alka-sachdeva-secretary/ https://www.aicra.org/aicrapost/aicra-offering-internship-programs-across-various-technologies-at-npc-lab-alka-sachdeva-secretary/#respond Sat, 15 Jan 2022 08:34:01 +0000 https://www.aicra.org/aicrapost/?p=353 Technology plays a very important and vital role in our day-to-day life. The growth of the overall wellbeing of human beings and economic growth depends [...]

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Technology plays a very important and vital role in our day-to-day life. The growth of the overall wellbeing of human beings and economic growth depends majorly on how its industries are growing. Learning technology is one part of the educational system and putting it right into the implementation with a focus on providing solutions to the practical requirement which can contribute to the growth of individuals, industries, and economy is another important aspect of the technology.

The internship is one of the important ways to learn the technology in practical way and, knowing basics and implementing them well in real life to increase on productivity. Technology is not at all restricted to one particular domain, it has evolved throughout the human life behavior. knowingly or unknowingly every individual is making use of technology, whether to using electronic databases, data analysis, apps, robots, artificial intelligence, automation, medicine or even in our daily conversations, conveying thoughts through electronic medium or machines to machines.

The education system of our country has also evolved itself through technology and come up with significant results during the period of pandemic crisis (covid19) across the globe. Adoption of online education or assessing candidates has become truly possible in presence of tech-savvy solutions based on artificial intelligence.

Considering today’s scenario and demand for these tech-based solutions for the industry, AICRA takes pride in announcing Internship Programs launched in association with the National Productivity Council, Department for Promotion of Industry and Internal Trade, Ministry of Commerce & Industry.

AICRA is always committed to making India a global leader in technologies, and for the same, we have joined hands with the Government of India, Department of Promotion of Industry and Internal Trade to establish Centre of Excellence in National Productivity Council, New Delhi which serves as an incubation or innovation hub for the learners to come up with new inventions & industry solutions. This Centre of Excellence serves as an experience zone for the learner to have industry 4.0 hands-on practical exposure. The learner can enroll as an intern with us and avail these benefits of learning the technology, having hands-on practical sessions, and have guided upon live projects, through which coming up with new innovative ideas. Also, AICRA makes sure to provide a platform to the learner where they can exhibit their talent, compete with the world, become job providers rather than job seekers.

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Learning Data Science – Why and How? https://www.aicra.org/aicrapost/learning-data-science-why-and-how/ https://www.aicra.org/aicrapost/learning-data-science-why-and-how/#respond Fri, 12 Nov 2021 07:08:41 +0000 https://www.aicra.org/aicrapost/?p=151 In the world of technology, data science is not a new term. It has taken over the corporate industry in recent years. When we think [...]

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In the world of technology, data science is not a new term. It has taken over the corporate industry in recent years. When we think about why data science is becoming important, the answer lies in the soaring heights of the value of data. We need data and its analysis to work in an efficient manner. Data science brings many domains to work together like mathematics, programming and statistics. Data science is high in demand in today’s corporate world because everything is depended on data. Without data, the corporate world is aquarium without fishes. Just like the importance of fishes in aquarium is indispensable, the importance of data in corporate world is indispensable.
Data science explains how digital data is transforming enterprises and helps that many critical decision. Data scientists in today’s corporate worlds are new growing breed of professionals because every social media platforms like Facebook, LinkedIn, Pinterest, Twitter etc., are data driven platforms.


  • Seeing the growing importance of data science, National Institute of Robotics and Artificial Intelligence (NIRA) affiliated by All India Council for Robotics and Automation (AICRA) has launched their new informative certificate program of ‘Data Science’. This is one of the best platforms that provide education by related industry experts only and the teachers provide you one to one classroom led interaction and this program have industry acceptance as we are seeing today. Through this program, you can learn the basics and strategy making of top corporate enterprises. So, let’s try to understand this data heavy world at our home only in an easier and efficient manner.

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How to mutually create an environment for robotics learning: Initiatives in India https://www.aicra.org/aicrapost/how-to-mutually-create-an-environment-for-robotics-learning-initiatives-in-india/ https://www.aicra.org/aicrapost/how-to-mutually-create-an-environment-for-robotics-learning-initiatives-in-india/#respond Mon, 02 Aug 2021 07:53:24 +0000 https://www.aicra.org/aicrapost/?p=130 Robots have always been a fascinating chunk of technology. No invention has ever been as quite as fun and educational as robots. The drastic development [...]

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Robots have always been a fascinating chunk of technology. No invention has ever been as quite as fun and educational as robots. The drastic development of technologies like artificial intelligence will significantly alter the future lifestyle and the job market. In the future, robotics will be the riding technology underpinning a broad period of autonomous tools and cognitive artifacts that, through their learning abilities, interact seamlessly with the world around them and hence empower the missing link between the digital and physical world.

How to begin with robotics in India

Robotics is a vast subject. Deliberate attempts should be made to understand the core basics of robotics. There are many undergraduate and diploma programs offering robotics learning. The Indian government and other organizations have initiated several beneficial programs to create a potential next-generation with robotic skills.

How to make people aware of the importance of robotics?

As said previously, various programs have been initiated by the government and several other organizations to integrate robotics more into our society. We, as responsible citizens should ensure the one-on-one accessibility to such programs. Robot skill centers should be built in every hook and corner of the country. In 2020 the Indian government increased the expenditure for digital India to boost AI, IoT, Big data, Cyber Security, Machine learning, and robotics. Policy level initiatives by the Ministry of electronics and information technology, programs around AI by NASSCOM, Efforts by DRDO, Initiatives by NPC are some of the examples.

One such notable initiative was establishing Robotic skill centers all across India organized by the All India Council for robotics and automation(AICRA). The program was launched by honorable union minister Sri.Nitin Gadkari during India STEM Summit.

The fundamental goal of the RSC program is to train and certify 1.5 million learners on robotics by 2021. RSC program upgrades computer centers to Robotic skill centers to ensure the accessibility of robotics technology to everyone.

How to take part in the RSC program by AICRA and Upgrade your computer institute?
Computer centers with good infrastructure can be upgraded into robotic skill centers authorized to run certified programs by AICRA and the national productivity council. AICRA welcomes the holders of computer institutes to join the journey towards providing world-class robotics education.

Eligibility criteria:

  • Computer institutes must have 1000 sqft space and 25 high configuration computers with 20 Mbps internet.
  • Institute should be having 3 faculties
  • 3 years of experience in the educational field with a minimum of 500 students.

AICRA extends all the support to robotic skill centers including free training, material supply, promotion activities along international exposure and recognition.

Robotics technology is exposed to advance developments day by day. It requires continuous up-gradation. Mutual efforts from the government along with individuals matter in creating an environment for world-class robotics education.

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