Natural Language Processing (NLP) in Healthcare and Life Sciences Market Opportunities

| May 17, 2019

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Natural language processing (NLP) is the innovation which helps machines in understanding both written and spoken human language by analyzing human to computer collaboration. NLP strategies extraction of data from the large amount of clinical information and enhance it viably for improved preparing and examination. Because of this, various healthcare services suppliers are searching for arrangements that consolidate top of the line NLP innovations. Key Players in Global Natural Language Processing (NLP) in Healthcare and Life Sciences Market.

Spotlight

CommunityHealth

Founded in 1993, CommunityHealth is dedicated to serving the uninsured and underserved in Chicago and surrounding communities. We provide over 17,000 medical and dental visits for more than 10,000 patients every year. This level of care is made possible thanks to the time and talent of more than 1,000 volunteers, including 350+ providers (physicians, nurses, nurse practitioners, dentists, pharmacists, counselors, etc.).

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The healthcare industry disruption nobody saw coming

Article | March 31, 2020

Almost all conversations about healthcare disruption focused on new entrants into the industry transforming parts of the traditional service model and taking market share. Politically, most of the conversation centered around whether we would dismantle the ACA, build it back up or move to Medicare for All. Despite all the noise about disruptors, politics and consumerism, I felt like incremental change was the most likely scenario. Although the industry had been changing – digital experiences and telehealth for instance – a revolutionary, wholesale change to our industry seemed far off to me. The odds of the system being truly disrupted – something like Medicare for All happening within the next decade – felt highly unlikely. And where are we know? It truly feels like there are forces brewing that could result in radical transformation and a complete, ground up rethinking of our entire system. As the COVID-19 crisis has unfolded, it has raised many serious questions that we’ll need to grapple with over the next 12 to 18 months. Where we land on these issues will have a profound effect on what healthcare in this country becomes for the rest of our lives.

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4 Key Factors Influencing the Effectiveness of Health Tech Messaging

Article | January 29, 2021

COVID-19 has sped up the adoption of healthcare technology solutions by healthcare providers. This has unexpectedly brought a peak in opportunity for health tech companies to achieve important business, demonstrating your innovations. However, it is very challenging and competitive as bigger health tech companies pivot and new health tech start-ups keep coming into the healthcare market. This also makes the healthcare technology market an increasingly competitive space. Thus, all health tech companies need to depend more on effective health tech messaging for their business purpose and credibility. This will help them bring their targeted clients on board for the long-term. Health tech Messaging Challenges Faced by Marketers Nowadays, the process of marketing products online is a combat sport. With every passing year, it is becoming more challenging for health tech marketers to beat the algorithms, build the audience, and ultimately win the hearts of the customers through effective health tech messaging. Digital health leaders are coming up with amazing technology innovations that can revolutionize the healthcare industry. Electronic medical records (EMR) software, medical billing software, medical practice management software, electronic claims software, medical database software, medical research software, medical diagnosis software, medical imaging software, telemedicine software, etc. are some of the examples of amazing technology innovations and latest healthcare technologies. But, things fall apart when it comes to marketing through effective health tech messaging. The following are some of the health tech messaging challenges faced by marketers. • Communicating the purpose and value of your business and the products effectively to clients • Making the clients understand the credibility of the technology products and your business • Product positioning • Lack of clear healthcare marketing strategy • Bad marketing advice • Lack of effective and compelling marketing content • Failing to understand the client/buyer persona • Failing to understand the brand pillars, • Ignorant of effective use of various messaging channels, and much more Why Does Effective Health Tech Messaging Matter? From the introduction part, you might have already understood the power of a good health tech messaging strategy. If you do not have a unified marketing strategy, you will end up merely alienating potential customers; they may end up in confusion about the purpose of your health tech brand. Moreover, without an effective health tech messaging strategy, you may become incoherent to your audience. But the real impact of a cohesive and good health tech messaging strategy will surely go beyond everything we have talked about already and empower your business in all aspects. Different marketing materials, whether they are social media posts, emails, podcasts, videos, or something else, your health tech messaging strategy will guide you in determining what to focus on and what tone to be used. If you are planning a social media campaign or writing blogs and articles, you will know the attention-grabbing ways of speaking to your customers. This is possible only if you have a defined messaging strategy. Customer service teamwork also becomes more effective and easier, when you have a good health tech messaging strategy. Educating the customer is easier when you speak to them in a tone and language that you know they will understand. Doing it consistently makes you win the customer. How Health Tech Messaging Can Work for Reaching Healthcare Decision Makers It is not an easy task to engage healthcare decision-makers in hospitals, insurance providers, health systems, and private practices. These high-powered directors, managers, and executives are busier than ever. This makes the process of health tech marketing difficult. Apart from overwhelming job responsibilities, these healthcare professionals are also inundated with ads, emails, and phone calls. So rather than sending them messages randomly, it is important to help your prospects when they are free from their daily disruptions and have time. Here, an effective health tech messaging strategy can help you reach out to decision makers easily. Health tech messaging strategy lays out various health tech marketing techniques, tricks, or tactics. These health tech messaging techniques or methodologies are helpful in the three stages of your health tech client journey: awareness, consideration, and decision making stages. Through all these stages of health tech massaging, you help or influence health tech decision makers to recognise they have a problem, consider a solution, and finally they take the decision to purchase your product. 4 Factors Influencing the Effectiveness of Health Tech Messaging Performing your brand messaging haphazardly is not going to take you anywhere in reaching out to people, who need your products. Instead, you should slow down yourself a bit and build a compelling health tech messaging strategy. Test it, launch it, and learn from it. If you are strategic, you are truly going to drive your mission despite the noise that is existing on the internet today. Here are four important factors that will help you make your health tech messaging strategy effective and compelling. Understanding Your Targeted Audience You have a better idea of who you are and what you offer. Now you need to know who your audience is, which is equally important in building health tech messaging strategy. Throughout the process of messaging, it is vital to keep your ideal buyer in mind. So, you will only create messages that will resonate with the needs, interests, motivations, and pain points of your potential clients. The things you want to know about your targeted clients are called buyer/client persona. Buyer Persona It is better to create a buyer persona that tells who your customer and what their goals are. Buyer persona also will help you align your brand with your customers. According to HubSpot, a buyer persona can be a semi-fictional representation of your potential customers based on real data and market research and about your current customers. Knowing who your messages are aimed at is important in developing a successful health tech brand messaging strategy. Before you go any further, buyer persona makes you know: • Who you are marketing to • What they care about and value • The sort of language they use and will respond to • Geographical location • Educational and income levels • Psychographics and behavioral patterns, etc. Focusing on Your Differentiating Factors from Competitors To figure out your differentiating factors from the competitors is as important as you understand your place in the market. You will have to assess the differences and similarities between the products and services you offer and your competitors’ offerings. Also, compare the targeted audience of you and your competitors. Understanding your competition, you face from the market, will get you a clear image of your brand and what health tech message you may have to send out to your targeted audience. Just remember that each of the health tech brands can have only one message; it needs to be unique. Due to the competition, messages can be too similar, but it should not make your customers get confused about your business. Thus, communicating your uniqueness to your audience is a very important factor. In this regard, conducting some competitor analysis may help you a lot. Making your Value Propositions Obvious You can influence how people perceive your brand if you could successfully communicate the values of your business. Values are principles or mission that guide all actions of brands. Storytelling can be effectively used to illustrate the values of your brand. Success stories from Salesforce and Microsoft’s Story Labs are examples. These stories can be on things such as empowering small businesses or improving the world through technology. It creates loyalty when you make your clients feel they are part of something that is going to change the world for the better. It is very helpful to start your health tech messaging process with your value prop because it is the core of what you do and who you are. Your value prop explains both the emotional and functional benefits your service or products provides. This means the value people get out of your products. Communicating the values of your company is considered strong health tech messaging only when it specifies how your brand is going to solve a problem and why should people choose your product. Using Multiple Technology Channels for Brand Messaging In general, digital health tech messaging has to be pinpointed. The spray and pray method will not work to bring in inbound leads. However, if you want to reach out to health tech audience with your health tech messaging, you should be there on all the channels they are on. Here are a few examples of channels, which can be used to reach out to people effectively with your health tech messaging process. Digital Ads If digital ads are used effectively for health tech messaging, you can reach out to your target audience easily. When digital ads are used correctly, you can pinpoint the audience through audience targeting and keywords. Moreover, through ad channels, you can reach out to people who otherwise would not have ever known about your products. However, if you are not using digital ads effectively, you will lose money without any results. Social Media Most people are active on some sort of social media channels. Many of these people use these channels either for networking or educating themselves in their field. This is the reason why you should concentrate on social media platforms for effective health tech messaging in a way that encourages interaction and feedback. Along with establishing a strong relationship with your prospects, you can also use social media platforms to build brand awareness through health tech messaging process. Emails Emails are the fruitful medium for effective health tech messaging. You can build brand awareness through seeding emails regularly. It will work as a bookmark than a selling point. Potential clients will remember the good interaction you had with them through emails when they have a problem in the future. Along with these channels, other channels such as videos, websites, blogs, articles, podcasts, etc. also can be used for effective health tech messaging. These multiple channels, where most of your potential clients are present, are selling points for your health tech products or helps in lead generation for healthcare technology products. To sum up, what matters more in health tech messaging and marketing is projecting your values, differentiating factors, knowing A to Z about your targeted audience, and meeting them on the channel, where they are present. Your health tech brand message is something that makes you dwell in the minds of people. Thus, how you are perceived matters a lot. Start building your brand today by sending out effective health tech messages to your potential clients. Frequently Asked Questions How does health tech messaging help? Heathtech messaging helps you to improve your business by making your potential clients understand what you are and what you do. Brand awareness of your products is done through effective health tech messaging. What is the best health tech messaging method? The best health tech messaging method is to project your business values in all the marketing campaigns you do. It should specify what your customers can expect from your products and services and what changes it will make in society. How does technology help in healthcare? Technology helps healthcare to avail all patients the best treatment available and make them satisfied and engaged. Also, technology helps healthcare industry to innovate treatments and revolutionize the entire practice in the healthcare sector. Why is technology important in healthcare? For achieving optimum patient satisfaction and engagement, technology is important in healthcare. Also, technology plays a role in improving the healthcare system and saving the lives of people.

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Impact of Incorporating Artificial Intelligence (AI) in the Healthcare Industry

Article | December 15, 2020

As medical science has improved rapidly, life expectancy around the world also has risen. Still, as longevity increases, healthcare systems are facing a growing demand for advanced services, increased costs, and a struggling workforce to meet various requirements of patients. Demand is driven by many unstoppable forces: a shift in lifestyle choices, shifting patient expectations, population aging, and the never-ending cycle of innovation are a few among others. Challenges Faced by the Healthcare Industry According to Mckinsey, one in four people in North America and Europe will be over the age of 65 by 2050. This shows that, soon, the healthcare industry will have to deal with a larger number of patients with more complex requirements. Catering to these patients is expensive and requires health systems for providing long-term focused and proactive care. To remain sustainable, healthcare systems need major transformational and structural changes. The industry also needs a larger workforce because according to the World Health Organization (WHO), globally there is a shortfall of approximately 9.9 million nurses, physicians, and midwives. Apart from attracting, training, and retaining these healthcare professionals, you also have to ensure that their time and effort add value to patient care. Utilizing the solutions powered by modern technologies, such as Artificial Intelligence (AI) in the healthcare industry, will add perfection and more value to human efforts. AI in the healthcare industry has the potential required to transform and revolutionize healthcare by addressing the challenges in the industry mentioned earlier. AI can better the outcomes, improve efficiency, and augment productivity in healthcare delivery. This article takes an in-depth look at the impact of AI in healthcare. Impact of AI in the Healthcare Industry In the coming years, AI in the healthcare industry will improve the day-to-day life of healthcare practitioners, augment the patient experience, improve care delivery, and can even facilitate life-saving treatments and revolutionize the industry. Additionally, AI will improve population-health management, operations, and strengthen innovations. According to Statista, the global AI healthcare market will increase to more than US$28 billion by 2025. Here is a detailed look into the areas where and how AI in the healthcare industry will be impactful. Chronic Care Management Chronic diseases, such as cancer, diabetes, kidney diseases, are the leading cause of disability and death in the US and the main drivers of the country’s annual health cost. Effectively managing various chronic diseases is an overarching and long-term process. But with the help of the right tool, healthcare providers can meet the needs of these patients without delay. Artificial intelligence tools in the healthcare industry can help healthcare providers overcome the complexities of chronic disease management and make it more effective and provide quality treatment. AI in the healthcare industry is increasingly being leveraged by organizations to improve chronic disease management, enhance patient health, and drive down costs, which will also eventually result in data-driven and personalized care. AI in the healthcare industry is expected to move the industry toward proactive care delivery from a reactive one and lead the industry to provide more individualized treatments. This is just one of the ways AI in the medical industry is going to revolutionize chronic care management in hospitals. Care Delivery Artificial intelligence in the healthcare industry is changing the way care is delivered; it is expected to make healthcare more efficient, accurate, and accessible. Reducing costs and improving health outcomes are the values health systems and hospitals are trying to deliver to patients every day. Hospitals are increasingly incorporating technologies, which are powered by the use of AI in healthcare to meet the challenge. According to the American Hospital Association (AHA), AI in the healthcare industry has unlimited potential to solve most of the vexing challenges in the industry. They identify AI use cases in the healthcare industry in four broad areas, which are administrative, operational, financial, and clinical areas. Administrative Use Cases for AI in the Healthcare Industry • Admission procedures • Appointment scheduling • Customer service responses • Discharge instructions • Hiring and orientation protocols • Licensure verification • Patient check-in procedure • Prior authorizations • Quality measure reporting Operational Use Cases of AI in the Healthcare Industry • Inventory management • Materials management • Supply chain management • Facilities management Financial Use Cases for AI in the Healthcare Industry • Billing and collections • Claims management • Insurance eligibility verification • Revenue cycle management Clinical Use Cases of AI in the Healthcare Industry • Predictive technologies • Interventional technologies By incorporating and utilizing these scopes with AI in the healthcare industry, the industry can be transformed into a next-gen level in no time. It also allows healthcare practitioners to focus more on patients, which would eventually help in raising staff morale and improving retention. Clinical Decision Support Recent advancements in AI in the health industry are capable of enhancing the currently used clinical decision support (CDS) tools to have value-based imaging and to improve patient safety. According to the National Institute of Health (NIH), the synergy between CDS systems and AI in the healthcare industry will be able to: • Reduce friction in radiology workflows • Identify relevant imaging features easily • Generate structured data to develop machine learning algorithms • Enable an evolution toward decision support for a holistic patient perspective • Suggest imaging examinations in complex clinical scenarios • Assist in identifying appropriate imaging opportunities • Suggest appropriate individualized screening • Aid health practitioners to ensure continuity of care AI in the healthcare industry is competent in making CDS a next-gen one, enhancing the experiences of radiologists and providers, and improving patient care. Diagnostics Slowly but surely, AI is improving almost every aspect of human life with innovations and advancements. The latest is that AI in the healthcare industry is impending a revolution in medical diagnostics by providing accurate risk assessments, accelerating disease detection, and boosting hospital productivity. By automatically prioritizing urgent cases and accelerating reading time, image recognition AI enhances the workflow of radiologists. It even helps in the prevention of diseases by the early detection of diseases. In medical images such as x-rays, MRIs, and CT scans, AI-driven software can efficiently be used to accurately spot signs of many diseases, especially in detecting many chronic diseases such as cancer. According to the NIH, AI will be widely applied in the healthcare industry especially for various tasks such as patient engagement and adherence, diagnosis, and treatment recommendations. So, there is no doubt that AI in healthcare will revolutionize the diagnostic process in the approaching years by detecting diseases, classifying diseases, and improving the decision-making process. The application of AI in the healthcare industry will make people live longer. Triage and Diagnosis AI can be effectively used to automatically triage cases. AI algorithms will analyze the cases and forward cases to pathologists after determining the priority based on the probability of cases according to the criteria set by labs. This makes the workflow of pathologists easier and efficient. Through the process the algorithm will be able to: • Verify the digital images attached to the case belong to that case • Validate the tests ordered and match the specimen type • Identify cases marked as stat • Determine the cases, which can be positive or are most likely to be negative Moreover, AI technologies in the healthcare industry also can be effectively used to provide more accurate and faster diagnoses. This speeds up the entire process of triage and diagnosis and is expected to revolutionize the healthcare industry soon. The Future Outlook for AI in the Healthcare Industry Over the next few years, AI in the healthcare industry has the best opportunities in hybrid models to support clinicians in diagnosis, identifying risk factors, and in treatment planning. This scope will result in faster adoption of AI technology in healthcare, which will show measurable improvements in operational efficiency and patient outcomes. With a plethora of issues to overcome, which are driven by documented factors such as growing rates of chronic diseases and the aging population, it is obvious that the healthcare industry needs new innovative solutions. AI-powered solutions in the healthcare industry will achieve a clear impact on the global healthcare industry in a short time. Frequently Asked Questions Which is the best application of AI in the healthcare sector? Cognitive surgical robotics is the best application of AI in the healthcare sector as it helps practitioners collect data from real surgical processes, which would help in improving existing surgical approaches. Why is artificial intelligence important in healthcare? Artificial intelligence in healthcare is vital as it can help make decisions, analyze and manage data, and have conversations. So, AI will drastically change the everyday practices and roles of clinicians. When was AI-first used in healthcare? The term, Artificial intelligence (AI) was first described in 1950, but the limitations of the term prevented its acceptance. In the 2000s, these limitations were overcome and people started to accept the term.

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6 Coronavirus (COVID-19) Considerations for Telehealth Providers

Article | March 13, 2020

As the novel coronavirus outbreak continues, the federal government and commercial health insurers have taken significant steps to increase Americans’ access to treatment and testing. In the past week, the federal government and private insurers have issued a number of guidance documents expanding coverage and payment requirements in an effort to minimize the spread of the virus. As with any changes in coverage and reimbursement, healthcare providers offering telehealth services should carefully review these changes and take steps to ensure that all regulatory and coverage requirements are met prior to submitting claims for reimbursement.

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Spotlight

CommunityHealth

Founded in 1993, CommunityHealth is dedicated to serving the uninsured and underserved in Chicago and surrounding communities. We provide over 17,000 medical and dental visits for more than 10,000 patients every year. This level of care is made possible thanks to the time and talent of more than 1,000 volunteers, including 350+ providers (physicians, nurses, nurse practitioners, dentists, pharmacists, counselors, etc.).

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