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AI: Advancing Healthcare

The healthcare landscape is rapidly changing. We are quickly moving from a primarily paper-based healthcare system to one that is becoming increasingly digital. And in the wake of the global coronavirus pandemic, it has become even more critical for the healthcare sector to embrace technological advancement. Artificial Intelligence is one of the latest technologies that has seen a boom in the healthcare sector and has largely yielded positive results. The goal of any healthcare provider is to provide better, safer care for their patients while lowering the cost of overall care. AI can help the healthcare industry drastically improve and deliver better services for practitioners and patients alike.

Digital Health

Today more doctors and healthcare providers rely on digital health and medicine to provide remote care for their patients. Most healthcare providers allow you to schedule appointments and track your health online via their website or downloadable app. In addition, the website will enable doctors and patients to stay up to date on current patient medical issues.

Patients do not have to worry about scheduling multiple appointments to get test results or filling out tons of paperwork as more and more of their medical information can be easily stored online. Healthcare providers can send text messages and emails to patients reminding them to schedule their next visit. Patients can go to these digital platforms to get answers and stay updated on their medical history.

Digital health has also allowed doctors, nurses, and healthcare providers to administer help to patients who live in more rural and remote parts of the world that may not have access to a hospital. With just a smartphone and an internet connection, healthcare workers can provide necessary aid more swiftly or direct others to administer lifesaving first aid while waiting for emergency services.

In the wake of the COVID-19 pandemic, it is even more urgent that the healthcare industry invests in emerging technologies such as service robots and artificial intelligence that will allow them to provide care from a distance. Doctors and nurses are on the front line of fighting this virus and are more exposed than anyone else to the disease. With rapid increases every day in patients coming into the emergency room for symptoms related to the coronavirus, many hospitals are overworked and understaffed. Advancement in healthcare technology could allow them to administer better care to their patients both in and outside of the hospital. Service robots can help healthcare workers administer aid by following a healthcare worker’s commands. The service robot helps provide care to keep both patients and healthcare workers safer and more sanitary.

AI, in particular, could prove advantageous when it comes to administering aid in the operating room, diagnosing diseases, and providing patient care during recovery.

Integrating AI into Health

AI is a relatively new technology, with few currently utilizing it in the administration of health services. Still, the technology appears to be improving their ability to provide the best care for those who use it. AI has already proven useful for those in the medical cosmetics field, who have utilized the technology to access patient records and make determinations on operating procedures in the operating room in real-time, cutting down on the time they operate and eliminating the need to desterilized the OR. The AI can also control the temperature and lighting in the OR to ensure the optimum environment for operation.

Many healthcare providers are also utilizing chatbots in their practice to provide care digitally to their patients. Patients can speak with chatbots on the healthcare provider’s website and ask it common questions. The chatbot can be programmed to provide accurate and reliable answers by utilizing data it collects from numerous healthcare providers. In addition, Chatbots can help free up doctors’ time and administer more specialized care to their patients.

In the future, AI technology could even be used to help diagnose diseases. Theoretically, an AI could be programmed to recognize what certain conditions look like and use the information that it gathers to provide a proper diagnosis, much like a doctor. Researchers have already begun testing this with positive results. For example, Stanford researchers have successfully programmed an AI to diagnose skin cancer as accurately as a dermatologist.

Of course, more testing is necessary to determine if AI can and should be used for primary diagnostics, but the future of AI in healthcare looks promising. The market for AI technology in healthcare appears to be rapidly expanding as doctors and healthcare providers are finding more use for the technology in their practices. The AI in healthcare market is projected to grow from around $5 billion in 2019 to almost $100 billion by 2027.In addition, there will most likely be an increase in the desire to part due to integrating chatbots and apps to monitor patient care to reduce patients’ overall time in the hospital. In addition, there will most likely be an increase in the desire to part due to integrating chatbots and apps to monitor patient care to reduce patients’ overall time in the hospital.

AI Healthcare Companies

Many investors are eager to fund innovative technologies in the healthcare sector. As an emerging technology, AI has already proven valuable to healthcare. From Robo-nurses to surgical assistant bots to AI-powered automated dosing, AI has improved overall care and saved the hospital money. BY 2026, AI could help save the healthcare sector upwards of $150 billion. And there is an increasing market for healthcare companies to offer AI-powered services to their consumers. According to a Plug and Play article titled 9 Leading AI Healthcare Companies in 2020, the top AI-powered healthcare services companies include: Remedy Health, Subtle Medical, Quid, BioSymetrics, Sensely, InformAI, SaliencyAI, Owkin, and Binah.ai. These companies stand out for making diagnostics easier, improving hospital workflow, and processing and standardizing data faster and more efficiently for hospitals. Overall the services they provide can help make the jobs of doctors, nurses, and healthcare providers much easier and much more streamlined, allowing them to treat and deliver better services for their patients and save money and time.

When it comes to integrating new software and emerging technology into healthcare, the most critical factor that healthcare providers must consider is the quality of care that these technologies will allow them to administer to their patients. After all, it is their job to help us feel better, so the technology they invest in should operate to align with those goals. Even as technological advancements allow for quicker diagnostics and care administration, it cannot replace humans in providing the empathy that healthcare providers must have to care for their patients properly. Technology, however, can help them deliver more sterile care and help them reach patients who live far away, and keep patient files organized and secure. Thus, technology can be a valuable tool to make the job of healthcare providers more manageable and allow them to give their patients the best care possible.

AI: Changing the Ways of Operations

Over the last half-century, rapid technology innovation has helped transform many business practices worldwide. While data had to be collected and processed slowly by hand in the past, AI can process millions of gigabytes worth of data at the speed of light. The ability of machine learning to sort through data quickly has allowed many industries to simplify tasks and reduce their overall operational costs. And with the pressure to produce and distribute products at an all-time high, having a more effective and efficient operational process is essential for any business hoping to stay afloat.

Transforming Industries

Enterprise cognitive computing (ECC), or artificial intelligence to streamline business operations, is slowly but steadily becoming more popular, especially in many blue-collar industries. These industries, especially manufacturing, usually take longer to produce revenue, as they rely on physical labor and are more prone to human error. AI can help to hasten their ROIs by automating some of their operations, freeing workers to do higher-skilled, more creative tasks. For example, an AI-powered machine can be programmed to perform repetitive tasks that would typically be time-consuming if done solely by human beings. In addition, AI allows companies to monitor and troubleshoot in real-time, saving them money and time that might have been lost due to unforeseen human error.

Predictive Analytics can also help businesses to manufacture their products more efficiently. Programming the machine to identify patterns and behaviors in the data it collects can more accurately predict the amount of product necessary to generate revenue. With predictive analytics, businesses no longer worry about the financial costs accrued when they overproduce. As a result, they are much less wasteful and much more mindful of the amount of product they produce, reducing their waste.

Effectively Integrating ECC

While Artificial Intelligence and machine learning present a more efficient way to process, clean, sort, and understand data, many companies are still slow to utilize its incredible advantages or lack the fundamental capabilities to use it properly. In a study conducted by MIT Sloan Management Review, researchers concluded that to successfully integrate ECC into a business and utilize its full potential in cutting costs and generating revenue, a company must be capable of data science competence, business domain proficiency, enterprise architecture expertise, an operational IT backbone, and digital inquisitiveness.

Put simply, a business must acquire:

  • Data Science Competence: A company must possess the skills to extract, collect, clean, and sort data in a way that is relevant to operational outcomes. This can be achieved through the use of highly skilled highly trained data scientists who possess the skills to program a machine to collect and process relevant data and identify meaningful patterns and probabilities in said data
  • Business Domain Proficiency: How does the data collected relate to the overall goals of the business. AI can collect a ton of data in a flash, but most of it is irrelevant and must be processed for insights to be of any use to a business. With a business’s value/goal clearly outlined, it is easier to curate the data towards those goals and train the AI to look for relevant information.
  • Enterprise Architecture Expertise: Businesses must uproot outdated practices in favor of more innovative practices, policies, and procedures if they want to make the best use of the data they hope to collect with AI. Implementing ECC into an organization is not a guarantee for success if nothing about a company fundamentally changes to increase its value output.
  • Operational IT backbone: Companies must have the IT capabilities to train AI to extract value for data properly. This means they must have the know-how to support ECC with valuable, high-quality data. In addition, a proper IT backbone will serve to streamline the function of ECC function most effectively by helping it allocate operational procedures and tasks.
  • Digital Inquisitiveness: Data alone cannot be used to make decisions. Although data can provide much-needed and valuable insight into potential customers, it alone can only offer a business a prediction or a probability about customer behavior. Therefore, a company must have the desire to be critical with its judgment using AI and its data processing capabilities as a tool.

AI has allowed companies to automate tasks that previously relied on manpower to work. Though the future where entire industries are machine-powered is a way off from being a reality, artificial intelligence can still provide much-needed value and innovation to many sectors. Of course, with any new form of technology, there will always be questions of security and privacy that must be addressed. But the future that AI has represented for many industries still looks very bright.

AI: Advancing the World of Marketing

Every day we get closer to living in the future once only imaginable in science fiction novels and movies. Artificial Intelligence has brought much-needed efficiency and ease to tasks that once consumed much of our time. AI can process data much faster than any human mind, allowing us to examine more data and get more insights than ever before. With more data at our fingertips, we can be much more adept at decision-making. For product makers and service providers, AI is a valuable tool to deliver the best results to their customers, especially when it comes to marketing.

Transforming the World of Marketing

The purpose of any marketing strategy is to attract and maintain potential customers’ attention to increase the chance of a sale. To attract the most potential customers, marketers must be strategic in their approach, making sure that their possible audience feels seen. Before AI, marketers had to collect and process by hand. This process is time-consuming and arduous and not the most effective. In addition, when processing data by hand, there is a greater possibility for human error, which can set projects back if not found and fixed early. AI has allowed us to process a lot more data in a shorter time with much less risk of error. In addition, AI can be programmed to recognize patterns and draw insights from them in seconds, allowing marketers more time to focus on the creative and personal aspects of marketing. This means generating an advertisement that is much more personal and relevant to potential customers in a fraction of the time it used to take to produce a traditional ad.

Digital Marketing

In the age of the Internet, AI is an absolute necessity for marketing. To reach potential customers, product makers and service providers must meet them where they are. In the 21st century, this means reaching out to potential customers via the Internet. Most of us spend our time engaged with the Internet, either on our computers or smartphones. With eyes glued to screens, digital marketing is probably the most effective tactic a marketer can use to attract an audience. And AI can help marketers to produce digital content that matters to us. The data that AI can collect can help marketers generate leads and create marketing campaigns that are much more personalized. We know that customized marketing is more effective in attracting long-term customers, so producing engaging and individualized content is key to maintaining relevance. AI can process user data to make topics of interest and give digital content producers pertinent ideas to generate content. This means creating blog posts, videos, social media posts, etc., that feel personal and thoughtful. For consumers, having more personalized direct content is much more enticing than being deluged by a bunch of ads for products that they would never buy. The insight gathered from Ai can help marketers the customer’s interests in mind first.

AI and the Customer

AI can also be programmed to help solve customers’ problems while using a product or service. Businesses should do their best to answer any customer question about their product or service to provide quality assurance to their customers. But many companies, especially small to medium-sized enterprises, simply do not possess the time or the bandwidth to answer every question a potential customer may have. In this instance, AI can be a valuable tool to address customer concerns. Businesses can set up AI-powered chatbots on their websites to answer customer questions. with customers. Using the data collected from customers who interact with them, chatbots learn and grow to provide better answers and services to customers. AI is still in its infancy, so chatbots are mainly used to answer frequently asked questions. As technology evolves, chatbots can provide the same level of customer service as human beings.

Predictive Analytics and AI Powered Marketing

Picture this: You are scrolling through Instagram and suddenly have a craving for doughnuts. Next thing you know, an ad pops up that advertises a doughnut shop in your area. You think, “How did Instagram know what I was thinking?” The answer is predictive analytics powered by AI and machine learning. AI has the power to draw concrete insights about us from the data that we produce with our online habits. And this data can be used by marketers to create online content that is meaningful to us. For example, if you have an obsession with following K-beauty trends, AI will deduce that Korean skincare and beauty trends are interesting to you. With that insight, an algorithm can be used to generate K-beauty-related ad content specifically for you. This kind of targeted marketing is much more likely to generate sales, and it is only possible because of AI’s ability to process so much data. Every day, human beings produce more than 2.5 quintillion bytes of data, an amount of data that would be impossible to sort through without AI. AI allows marketers to understand customer habits better, but it can also ensure they generate and send relevant content to consumers without consumers having to look for it. AI can help marketers predict patterns, allowing them to plan and execute marketing campaigns much more strategically and with a lower chance of error.

With anything involving the personal data we produce, there is always a concern about our privacy and safety. As AI evolves, so must our laws on what information companies can and cannot use. In marketing, AI should be used to put customers’ needs and interests first and help businesses create innovative and creative marketing strategies that keep their customers in mind.

Simple Ways to Support the LGBTQIA+ Community

The year 2020 has been a tough one. We saw a summer of political uprisings in the U.S. and worldwide as people continued to speak up for racial equality and justice for marginalized people everywhere. The disparities we face have been amplified by the global pandemic that has already killed hundreds of thousands of people and has left millions of us stuck inside our homes. As the summer comes to a close, it is essential to remember that the road towards progress is long and can be draining. It is essential to take time for yourself to recharge. And we all must find ways to move forward and persist in our support for marginalized people. There are many ways to support social justice causes outside of protesting. Below I would like to highlight a few ways in which we can help the LGBTQIA+ community:

Support Small Business:

A great way to support the LGBTQIA+ community is by supporting queer business owners. The pandemic has hit businesses hard, especially small businesses and those owned by marginalized people. Therefore, we must use our dollars to support the companies and the people we believe in. Below are three examples of some LGBTQIA+ businesses to check out and show some love:

TomboyX

TomboyX’s creators Fran Dunaway and Naomi Gonzales made their business for one purpose, to create underwear that works for everyone. Their unique line of undergarments comes in an extensive range of styles, fits, and colors, and their sizes range from XS to 4X. They also provide free shipping on your first purchase and free shipping if you become a rewards member.

Bloom & Plume Coffee

If you love morning coffee runs before work, check out Bloom & Plume Coffee. Bloom & Plume Coffee is an LA-based, black, and queer-owned flower shop-turned-coffee house that offers various coffees, teas, and juices. They also serve some pastries and sandwiches as well as provide some incredible merch. And, of course, you can go there to get a beautiful bouquet. Unfortunately, their dine-in option is closed, but they offer takeout, making them a great place to support as we close out the summer. And all of their fantastic merch can be purchased on their website.

Freck Beauty

Freck Beauty is a skincare and cosmetics company that is dedicated to developing outstanding products. Their product line is small currently, but the products they provide are of the highest quality and affordable. They also offer free domestic shipping on all orders over $50.

There are so many unique small businesses that need support. Google your local LGBTQIA+-run companies so you can support them through your purchases.

Read and Watch:

We must consume media that tells the perspectives of different people and experiences, especially the experiences of those who are marginalized. Many books and movies cover a diverse assortment of LGBTQIA+ topics and whose genres range from fiction and fantasy to biographies and documentaries. Unfortunately, there are so many that it is impossible to list them all, but you can get started by looking up LGBTQIA+ books/films to read and watch on Google. Below are three examples of some great media to begin with.

To Read: 

Beyond the Gender Binary by Alok Vaid-Menon

Alok Vaid-Menon is a non-binary Indian American artist and activist dedicated to fighting for LGBTQIA+ representation. Beyond the Gender Binary is an easy-to-read pocketbook that deconstructs the gender binary and challenges the world to think outside of it. The book can be purchased on Amazon. You can also download the e-book on Google.

And the Tango Makes Three by Justin Richardson and Peter Parnell

This children’s book tells the true story of two male penguins Roy and Silo, who partnered with one another and raised a chick together named Tango. The story is charming and is a great way to introduce children to LGBTQIA+ relationships and families. The book can be found on Amazon and at bookstores everywhere.

Watch:

Disclosure

Disclosure is a Netflix documentary that explores the history of trans representation in our media from movies, to television, to daytime talk shows. The documentary takes an intimate look at how gender stereotypes and transphobia have shaped our understanding of the trans identity and how trans lives are valued in our society. In addition, the documentary showcases the importance of having trans creatives in front of and behind the screen.

Organizations to Support:

It is essential to support non-profit organizations dedicated to uplifting the LQBTQIA+ community, especially now as the pandemic continues to deepen long-standing inequalities plaguing our society. Below are three organizations to check out and donate to.

The LGBT National Help Center – The LGBT National Help Center is dedicated to serving gay, lesbian, bisexual, transgender, and questioning individuals by providing free and confidential peer support.

Human Rights Campaign (HRC) – HRC is the largest LGBTQ advocacy group and political lobbying organization in the United States.

Audre Lorde Project – The Audre Lorde Project supports LGBT people of color through community organizing and radical nonviolent activism around progressive issues. They dedicate their time to organizing around issues relating to LGBT communities, AIDS and HIV activism, pro-immigrant activism, prison reform, and organizing among youth of color.

E-Learning: A Q&A with ENKI Tech’s Nektarios Baziotis

What is E-Learning?

E-Learning is the conducting of learning and teaching methods through electronic platforms. E-Learning methods can be deployed utilizing a computer, the Internet, CD-ROMs and software programs, audio and video techniques.

The term “e-learning” is most frequently used to refer to computer-based training, which incorporates technologies that support interactivity beyond what would be provided by a single computer. Therefore, it is an approach to facilitate and enhance learning through computers and communications technology. Such devices can include personal computers, CDROMs, Digital Television, Tablets, and Mobile Phones. Communications technology enables the Internet, email, discussion forums, collaborative software, and team learning systems. E-learning may also be used to support distance learning through the use of WANs (Wide area networks) and is sometimes considered a form of flexible learning, as e-learners can utilize e-learning platforms at their own pace. Courses can be tailored to specific needs, and asynchronous learning (Location Independent Learning) is possible. When learning occurs exclusively online, it is called online education. When knowledge is distributed to mobile devices such as cell phones or tablets, it is called M-learning.

In Conclusion: “eLearning is the effective teaching and learning process created by combining e-digital content with local community and tutor support along with global community engagement.”

Why are E-learning methods important?

E-Learning methods are essential in all teaching subjects because:

  1. They enable the instructor to expose their students to real-life situations that are either too complicated or too time-consuming to solve within a limited time, and
  2. They help visualize the effects of the subject, whether inside or outside the physical classroom.

There are various reasons why people have taken an interest in affective learning outcomes. Still, the most notable relates to the delivery of eLearning, or “distance education,” and its ability to address the skill shortage in the workplace. For clarity, affective learning is considered as follows: The affective domain of learning outcomes is concerned with internalizing attitudes and values. The first rationale: the value of distance education for outcomes in the cognitive domain has been established, and outcomes in the psychomotor domain are now under scrutiny. There is less evidence of the value of distance education in the generation of effective outcomes.

Tell me more about the skill shortage in the workplace?

According to the European Communities Personnel Selection Office (EPSO), soft skills are in short supply in the European workforce. A recent report entitled “The Importance of Soft Skills in the Current European Labour Market” outlines a lack of soft skill development across many occupational sectors. The definition of soft skills is yet unclear, but they are identified as the following skills:

  • Ability to communicate effectively
  • Creativity
  • Analytical thinking
  • Problem-solving skills
  • Leadership skills
  • Team-building skills
  • Listening skills
  • Diplomacy
  • Flexibility
  • Change-readiness
  • Self-awareness

According to Goleman (1995), employees with appropriate soft skills perform beyond expectations. In a social justice/humanitarian argument, soft skills provide the capacity for smooth running human relations – a benefit in the lives of each individual on many fronts. Soft skill development occurs primarily, but not exclusively, in the affective domain. The report singles out the “high tech industry” as most need soft skill training (SST). It is also interesting to review how SST compares with other types of training. The report says: “…hard skills training is easier to define, and the paybacks of technical training are perhaps more immediately apparent. As a result, it is easier to ascertain whether someone has mastered a software program than ascertaining whether they have learned appropriate listening skills. Soft skills training is generally more nebulous and requires the passage of time to take hold. Soft skills are learned patterns of behavior and, as such, are difficult to ‘unlearn’ and replace with new patterns of behavior” (MacLeod, 2000, p. 85)

In sum:

We are interested in the generation of effective learning outcomes of online e-Learning.

Understanding this may contribute to the resolution of an important social and economic issue – the soft skill shortage in the workplace.

How would you differentiate between different E-Learning platforms?

As mentioned earlier, eLearning is any type of online, collaborative learning that’s relevant and realistic to the user.

What’s the difference between a web conference and a webcast? Let’s define these terms by introducing two more: Synchronous and Asynchronous. A web conference is a moderated session with both the facilitator and end-user present simultaneously (synchronous). A webcast is a recorded session that the end-user can access at their convenience (asynchronous).

How do I choose the right E-Learning platform?

Below we’ve defined some common features that can be found on most platforms.

  • Annotating: Using drawing tools on whiteboards.
  • Archiving: Recording and storing the session for playback anytime.
  • Polls: Gathering real-time input from participants.
  • Screen sharing: Allow participants to view applications on their desktops.
  • Whiteboards: An electronic version of a dry-erase board.

Finding the right e-Learning platform to use will depend largely on your organization’s needs, the features that the platform offers, and the cost of the platform. When choosing the right e-learning platform, you should consider the following questions:

What your organizational needs are:

Are you a small medium, or large organization?

What features you require:

Do you require basic features (annotating, chatting, screen sharing, whiteboards), the ability to archive sessions is important, a fully loaded platform with all the bells and whistles?

And, of course, the cost:

Is cost-effectiveness most important, are cost and quality are equally important, or is quality is our primary concern?

What is Icarus?

Icarus is our latest software development designed to improve the e-learning experience for students and teachers. Icarus is an AI-powered platform intended to be integrated into existing e-learning platforms and improve learning outcomes. AI and machine learning allow Icarus to use the data it collects to learn your students’ unique learning styles and help your e-learning platform develop a curriculum tailored to each student’s learning habits to improve the overall learning experience and outcomes. At ENKI Technologies, we want to empower e-learners by providing software that makes the e-learning experience better.

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