AI and Machine Learning in Medical Imaging: From Potential to Reality

| September 24, 2018

article image
To bring never-before-imagined quality and efficiency improvements to the everyday delivery of care using artificial intelligence and machine learning, healthcare industry software developers and researchers need to implement and routinely rely upon a technology infrastructure that offers both the processing and storage capacity that will enable them to efficiently design machine learning solutions.

Spotlight

UnityPoint Health – Meriter

UnityPoint Health – Meriter provides comprehensive, coordinated care to patients throughout South Central Wisconsin through our clinics, hospital and home care services. Employing more than 3,500 people, Meriter offers primary and specialty care, including heart and vascular, orthopedics, women’s health, and the busiest birthing center in Wisconsin. Meriter is a 2013 recipient of the National Research Corporations’ coveted Innovative Best Practice award, Top Rated Adult Doctors award and Top Rated Pediatric Doctors award…

OTHER ARTICLES

Healthcare Marketing Trends to Watch in 2021

Article | January 11, 2021

Healthcare marketing, for a healthcare provider, is challenging as a lot of technologies are emerging in the market. What matters is choosing the right healthcare marketing techniques and technology to market your products and services. The global digital health market size was USD 51.3 billion in 2015. According to Global Market Insights, this is expected to have a compound annual growth rate (CAGR) of 25.9% from 2016 to 2025. However, to compete with your opponents and to face the challenges of increasing patients buying your products and services, you need an excellent and well-designed marketing strategy with the latest healthcare marketing trends. As we have entered a new decade, healthcare providers should look into developments in the healthcare marketing brought out by the year 2020. The global pandemic has changed all the practices in the industry, including the style of healthcare marketing and technology. Since the turn of the century, online marketing has been a part and parcel of healthcare marketing. However, healthcare marketing is witnessing a new era. This can be attributed to the increasing integration of various smart devices in the everyday lives of people and the introduction of artificial intelligence algorithms. Are you ready to leverage these technological transformations and changes? This article discusses some of the major healthcare marketing trends to be integrated into your healthcare marketing strategies. Reviews Matter One of the important healthcare marketing trends that you can use is online reviews from happy patients. Healthcare providers have largely relied upon these online reviews— the patient sentiment—to establish a reputation and acquire new patients. These reviews are widespread across multiple online platforms and anyone can easily access them. A study conducted by Binary Fountain in 2019 claimed that 60% of people use online reviews to choose a healthcare provider. It also claimed that 75% are influenced by online feedback when they go for a healthcare provider. This shows how influential this healthcare marketing trend is. Thus, in 2021, healthcare providers should concentrate on acquiring positive reviews and replying to both good and bad reviews and feedback. It is crucial to respond to negative reviews for your online reputation management, as 70% of patients consider it important to address patient concerns publicly. Content is King Content marketing is yet another healthcare marketing trend that healthcare providers should focus on. Producing educational, entertaining, engaging, and high-quality content is crucial in increasing your online brand visibility and patient engagement. This aspect of online marketing came into existence ever since Google became the king in the search engine market and established their ever-evolving algorithms. To leverage this healthcare marketing trend, healthcare providers should have a plan for creating content holistically and publishing it on multiple platforms in different forms. All content that goes online should be well-produced and authoritative. All forms of text-based content, such as articles, blogs, press releases, white papers, and case studies, should be well-written and have high-quality links. It is also good to add images to your content to increase engagement. Within this healthcare marketing trend, video marketing is considered to be the most effective one because online visual content appeals to users more than any other form of content. To make the most out of your videos, you can run video ads on YouTube, share them on your social media pages, and post them on websites and landing pages. Responsive, Fast Loading Websites Among the online healthcare marketing techniques, it is very important to have a very responsive and fast loading website. Also, the navigation on the site should be smooth and easy. This is because the websites with these features win more patients. Websites of healthcare providers with ads and pop-ups, navigation issues, and slow loading will make users leave the site in no time. This will be much realized in 2021 as patients expect websites to load instantly on all their devices, including their smartphones. To increase patient acquisition, you may have to streamline and optimize your website for both mobile and desktop viewing. Here are some quick tips to make your website loading fast and navigation easy: • Decrease image size on your website • Switch to a faster web host • Clean up unnecessary code. Growing Influence of Social Media Having a strong presence on all social media platforms is an effective digital healthcare marketing tactic. The online presence of your healthcare organization should not be limited to your website. To maximize your brand’s reach and to have an impact in 2021, you may have to make full use of all social media platforms. In terms of lead generation, engagement, marketing, and reputation management, Twitter, Facebook, and Instagram, among others, are turning more influential nowadays. According to Statista, social media has 2.82 billion active users. More specifically, according to Hootsuite, as of 2020, 90% of older adults use social media to seek or share healthcare information. This most influential healthcare digital marketing trend can be effectively used by creating and promoting targeted ads on all these platforms. Also, by interacting with users through likes, comments, and shares and publishing content regularly, you can increase your organic reach. For any healthcare provider and marketer of 2021 and beyond, it is a massive mistake to neglect the power of social media. Data-Driven Healthcare Marketing In 2021, to personalize outreach campaigns, healthcare providers and marketers will have data and tools. Adhering to HIPAA regulations, healthcare providers can design various marketing materials according to key demographics, such as key health concerns, income levels, age range, etc. This is the more granular approach to reach new patients and to keep your regular and current patients loyal to your brand. This personalized healthcare marketing technique will make patients feel that they are treated well and slowly build up trust in your brand. A customer relationship management (CRM) tool, which is reliable and healthcare-specific, can store relevant patient data. To optimize your marketing strategy, insights from the stored data can be considered. Thus, this important healthcare marketing technique—data-driven healthcare marketing—helps you personalize your healthcare marketing campaigns. Turning to Telemedicine Technology Demanding physical processes and spatial barriers are not yet a big restriction for healthcare providers. Artificial intelligence, telemedicine, automated systems, and IOT contribute a lot to make healthcare more efficient and accessible. Highlighting these features in healthcare also becomes an effective healthcare marketing technique. Using telemedicine software, healthcare can be provided remotely, which eliminates the need for an in-house visit. Although this breakthrough happened at the start of the century, it will become more accessible, viable, reliable, and will be used widely than ever before in 2021. Patients with mobility and transportation issues prefer using remote healthcare services and adding these facilities to your services can be considered a part of healthcare marketing tactics. So start offering remote healthcare services, if you have not started yet. This will eventually increase your brand reputation and build up trust. Self-Serving Technologies- Patient Profiles, Chatbots, and Appointment-Scheduling Modules As part of healthcare marketing plan and strategy, patient profiles, chatbots, and appointment-scheduling modules are incorporated by providers in their websites. These additions provide more awareness and control of their health to the patients. Updating your website to include these self-serving technology will help you improve the patient experience online. Look forward to the new developments in healthcare marketing technology to improve your healthcare marketing, which is suitable for you. Embracing all of these changes and transformation in healthcare marketing strategy will help you stay ahead of your competitors with effective healthcare marketing campaigns strategies. Frequently Asked Questions What are technological advances in healthcare? The year 2020 witnessed a lot of technological advancements in the healthcare industry due to the pandemic. Some of the major ones among them are personalized medicine, telemedicine, blockchain, artificial intelligence, and machine learning. What technology is used in healthcare marketing? Blockchain, artificial intelligence (AI), chatbots, voice search, and augmented reality are some of the major technologies used in treatment and marketing in healthcare in 2021. However, the technology in healthcare marketing is ever-evolving as new trends are set every moment. Why is technology important in marketing? Technology is very important in businesses and marketing as technology helps businesses grow. It also creates relationships and it is necessary for communication between the customer and the organizations. Technology is an essential part of any business for development and growth. What is the most effective healthcare marketing technology? There are many existing and emerging healthcare marketing technologies in the global market. However, the most effective marketing technique is social media; generating leads through social media and websites.

Read More

How Do We Make Dignity the Animating Principle in Healthcare?

Article | January 11, 2021

In healthcare, short-term efficiency means more tasks done, more patients were seen, more tests performed more revenue generated. If this were manufacturing, short-term efficiency would be a perfectly acceptable measure of success. For this approach to providing care, the Lown Institute, a nonpartisan think tank advocating for bold healthcare ideas, honored a group of what they clearly consider rapacious hospitals with the ignominious Shkreli Award. Martin Shkreli, as many will remember, is the widely reviled “pharma bro,” hedge fund manager and CEO who acquired the license to an anti-parasitic drug and promptly raised the price from $13 to $750 per pill. He currently resides in prison.

Read More

Why Should Hospitals Invest in Healthcare Supply Chain Management Technology?

Article | January 11, 2021

The use of technology in hospitals has been increasing for the last decade and at present, it has reached an all-time high. However, it may be surprising to realize that the healthcare supply chain management (SCM) area of hospitals has not fully embraced technology. According to a survey conducted among 100 hospitals recently, nearly half of these hospitals use less sophisticated/outdated tools or manual processes, such as Excel spreadsheets, to manage supply expenses, inventory, and other supply chain activities. According to the Association for Healthcare Resource & Materials Management (AHRMM), healthcare supply chain management costs will surpass labor costs shortly for the number one position. But there is good news; similar surveys show potential for significant healthcare supply chain management cost savings. For example, an analysis by Navigant consulting estimates that, by standardizing and streamlining the healthcare supply chain management processes, hospitals can save an average of US$11 million per hospital or 17.7% annually. What is Healthcare Supply Chain Management Procurement, distribution, and movement of products and services from the receiving deck to the patient encompass the process of healthcare supply chain management. There are a lot of challenges in healthcare supply chain management processes. The major issues include demand for specific types of product in inventory, hoarding of supplies, out-of-stock issues that may lead to expensive delivery charges, product expirations, unwarranted increase in inventory dollars based on demand, and pilferage, among others. These issues may contribute to out-of-budget supply costs. Healthcare supply chain management is an extremely complex process. Poor product standardization, inadequate data reporting, a lack of automation throughout the process, and increasing regulatory requirements only add to the difficulties. Thus, an easy way to get rid of all these complexities is to incorporate advanced technologies in the healthcare supply chain management process. Healthcare Supply Chain Management Technology Advanced healthcare supply chain management technologies are developed to transform the supply chain process to a more efficient one by automating repetitive manual tasks in hospitals and other healthcare organizations. Minimizing waste, enabling timely data-based decision-making, streamlining inventory, and reducing labour, supply, and operational costs are the major benefits of healthcare supply chain management software. There are mainly two types of healthcare supply chain management technology solutions, enterprise resource planning systems and niche healthcare inventory and healthcare supply chain management solutions. Enterprise Resource Planning (ERP) Systems ERP systems are not the best for healthcare supply chain management specifically because these systems are used in many industries. Also, the concerned vendors often do not have the required healthcare expertise. As this is mainly implemented by larger and non-healthcare related businesses, it may take a longer time to implement. Also, it requires dedicated customization resources. This makes it inflexible for the healthcare industry supply chain management. Niche Healthcare Inventory and Supply Chain Solutions This type is known as the best-of-breed healthcare supply chain management solutions. They provide healthcare-directed and flexible solutions as they are affordable and incorporate deeper industry knowledge. These systems can also focus on specific areas such as interventional medicine, surgery, and other healthcare departments. Why Should Hospitals Invest in Healthcare SCM Technology Although hospitals and other healthcare organizations have demonstrated excellent performance in fighting COVID-19, the pandemic exposed vulnerabilities in the present healthcare supply chain management process. Supply shortages, especially lack of personal protective equipment (PPE), highlighted how poor healthcare supply chain management affected healthcare providers. The underlying concern behind the supply shortage is that hospitals’ supply chains are not well prepared for the future of healthcare. Organizations are depending upon old models, which are not innovative, agile, or advanced enough to cater to the requirements of the modern data and technology-driven world. Automating Healthcare supply chain management will be a major differentiator for hospitals at present and in future, impacting all aspects, including brand reputation, consumer trust, and quality of care. Healthcare leaders, such as organization heads and hospital administrators, require a new healthcare supply chain management system to deliver care at a lower cost. To realize this requirement, they have to make bold decisions and speed up the transformation of their healthcare supply chain. Acceleration of healthcare supply chain management transformation will be grounded in many imperatives, which are related to process, people, and technology. The digital transformation focusing on these areas will fasten the long-term growth and sustainability of healthcare supply chain management. Digital Transformation to Raise Healthcare Supply Chain to New Levels The Healthcare industry has given importance, other than information systems and key enterprise technologies, to electronic health record platforms in the last decade. Currently, the healthcare industry is on the brink of a digital revolution. Several technologies, such as robotic process automation (RPA), artificial intelligence (AI), and machine learning (ML), are opening new doors for healthcare organizations to evolve to a level beyond anything previously imagined. It will surely affect healthcare supply chain management. However, the healthcare supply chain has not yet kept pace with changing technologies. To create a fully developed supply chain, hospitals should find innovative ways to integrate their physical process with digital data. Hospitals should start using tools such as predictive analytics along with digital statistics and information to drive decisions. Investing in this technology integrated healthcare supply chain management, hospitals, and other healthcare organizations will help achieve optimal benefits. However, it needs an efficient deployment of new technologies, such as the integration of ML and AI, and maintain a functioning healthcare system. Collaboration Between People and Technology for Better Results Years of operating in traditional systems has delayed the progress of healthcare supply chain management. As the consequences of running out of stock can be devastating in the healthcare system, leaders and clinical professionals have to look at supply chain differently. The COVID-19 pandemic has elevated and strengthened the necessity of better collaboration. Now leaders need to act timely to solidify these changes, brought out by the pandemic, to stop people reverting to behaviours that were problematic in the past. Automation will make the future of the workforce and supply chain workflows more efficient. The greatness of the impact on future healthcare supply chain management performance depends upon the greatness of the automation of work. Hospitals should highly focus on technology to perform various repetitive tasks, including delivering patient food trays, gathering supplies and bringing them to caregivers, picking case carts, and transporting supply carts to storage rooms. Staff efficiency is increased, when repetitive tasks and predictable work are automated and performed by robots. This helps staff focus on more complex tasks that drive innovation and value. Digital transformation occurs only when there is strong leadership and a conducive culture. Hospitals should realize the value of data in decision making and change their view about the supply chain leader. Modern healthcare supply chain management leaders are those who excel in education, governance, collaboration and communication, and change management. In hospitals, the supply chain management leader position should be elevated to executive level and they should be capable of using modern technologies for effectively handling the healthcare supply chain management process. The Future of Supply Chain Operations The sole aim of effective healthcare supply chain management has been finding the lowest cost products for the end-user without considering much about the profit of the manufacturer. The alarming product shortages and supply chain disruptions during the pandemic have changed that. Now, leaders are much more focused on how to diversify manufacturer product origins. Technological advancements and digital transformation will encourage the efforts to evolve vendor and inventory management, which is evident in procure-to-pay strategies. In case of procure-to-pay strategies, hospitals can reduce cost and increase efficiency by integrating technology assistance in areas such as accounts payable, including invoice discrepancies, match exceptions, and placing purchase orders electronically. In hospitals, healthcare supply chain management should evolve quickly to forecast and adjust the changing flow of patient volumes and care sites. Increased acute care in the home, utilization of telehealth, and remote patient monitoring will surely change demand for care facilities and supply demands from consumers. Efficiently catering to these requirements with the assistance of the latest technologies will determine the future of hospitals and healthcare supply chain management. In the healthcare supply chain management, technologies will play a vibrant role in boosting competence and reducing cost from now. Get yourself updated to avoid getting outdated! Frequently Asked Questions What is the value of supply chain management in healthcare? The healthcare supply chain management process ensures the right time availability of medicines, maximizing patient care, minimizing inventory wastage, and minimizing human errors. Healthcare supply chain management ensures timely availability of medicines for all patients at right time at lower cost possible. What are the 5 basic components of supply chain management? The five basic components of supply chain management are plan, source, manufacture, deliver, and return. Through these five components of supply chain management hospitals ensure the availability of all the medicines in hospitals. Shortage of essential medicines and other articles brings total chaos to the system. Why is Supply Chain Management important for a hospital? Supply chain management is essential for hospitals and other healthcare organizations as it ensures the availability of medicines and medical equipment so that patients get access to all facilities in time. In order to keep a consistent patient experience, an efficient supply chain management is necessary for all hospitals.

Read More

Why Mobile Application Development is Future of Healthcare

Article | January 11, 2021

The healthcare industry is evolving rapidly and distances more and more from the concept of waiting rooms every year. In this article, we want to cover the topic of healthcare mobile application development and how it changes the industry and our way of living. The global demand for 24/7 healthcare support continues to grow, especially with the spread of such deceases as COVID-19. Thus, healthcare mobile app development becomes more relevant due to its ability to allow to leave the traditional approach of patient-doctor treatment. Today consumers expect to receive more than just regular coverage. People strive for innovations and modern solutions in terms of healthcare, especially when the wearable devices became available to masses. This demand stimulates the development of applications which will solve such problems as overcrowded places, waiting-lines, angry patients and inconveniences. Accordingly to MarketsAndMarkets report, the global Mobile Health solutions market is projected to reach USD 213.6 billion by 2025 from USD 50.8 billion in 2020, at a high CAGR of 33.3% during the forecast period of 2020 to 2025. This massive increase is mainly affected by the growing adoption of portable devices, increasing the popularity of AI and 5G technologies.

Read More

Spotlight

UnityPoint Health – Meriter

UnityPoint Health – Meriter provides comprehensive, coordinated care to patients throughout South Central Wisconsin through our clinics, hospital and home care services. Employing more than 3,500 people, Meriter offers primary and specialty care, including heart and vascular, orthopedics, women’s health, and the busiest birthing center in Wisconsin. Meriter is a 2013 recipient of the National Research Corporations’ coveted Innovative Best Practice award, Top Rated Adult Doctors award and Top Rated Pediatric Doctors award…

Events