How Artificial Intelligence and Deep Learning Are Transforming Healthcare

| February 17, 2020

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Severely premature infants can face a staggering list of potential health problems. Retinopathy of prematurity abnormal retinal blood vessel development that can lead to blindness — is one of them.  It’s treatable while infants weigh less than two pounds, but doctors often struggle to detect the condition in time. Traditional techniques have been unable to spot, let alone cure, infant blindness,” he says.  But that is changing: Researchers at the Athinoula A. Martinos Center for Biomedical Imaging in Boston have found applying deep learning techniques to the analysis of retinal images results in highly accurate diagnosis and severity scoring of ROP results that can match or exceed clinician-based techniques.

Spotlight

Capital Health

Capital Health, headquartered in Abu Dhabi, is a private integrated healthcare group that operates two healthcare facilities in the UAE: Specialized Rehabilitation Hospital (SRH) - a specialty hospital that provides acute and long-term rehabilitation care, along with inpatient, outpatient and Home Health capabilities; and Health Shield Medical Center - a multi-specialty healthcare facility with outpatient (one-day surgery) capabilities.

OTHER ARTICLES

RANSOMWARE AND THE PARAMOUNT IMPORTANCE OF EVIDENCE PRESERVATION FOR HEALTHCARE ENTITIES

Article | March 10, 2020

Organizations regulated by the Healthcare Information Privacy and Accountability Act (HIPAA) must take special care to preserve valuable forensic artifacts at the outset of a ransomware or other cybersecurity event. The HIPAA Breach Notification Rule presumes a cybersecurity incident has resulted in unauthorized access to unsecured protected health information and the burden shifts to the organization to show a low probability of the compromise of the health information it maintains. Guidance from the Department of Health and Human Services Office for Civil Rights, the federal entity charged with enforcement of HIPAA, provides that the encryption of protected health information by ransomware per se constitutes an unauthorized disclosure of protected health information triggering the Breach Notification Rule. Consequently, the preservation of forensic evidence capable of disproving the unauthorized access or acquisition of protected health information is paramount and should be undertaken at the outset of the response to any cybersecurity incident, especially ransomware. Breach notification is extremely costly in time, money, and goodwill. Any time and money lost during the operational downtime required to preserve forensic evidence in order to rule out access to protected health information is significantly lower than the costs of notification.

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Danny Cain discusses safety considerations for night-time transport projects

Article | September 9, 2020

© 2019 American Cranes & Transport Magazine. Night moves Moving over-sized, over-dimensional loads during the day is no easy task. Adding darkness and poor visibility to your trip adds numerous hazards that must be thoroughly identified and mitigated. When planning a specialized transportation project, there are three primary objectives: Ensure the safety of the transport crew and the general public. Protect the integrity of the cargo and transport equipment. Protection of Infrastructure – roads, bridges, traffic control devices, utilities and the like. For the most part, specialized carriers perform night transports to reduce the impact on day-time commuter traffic. Route challenges – construction, road closures, lane crossovers, bridges and other obstacles – are often better solved at night. Police and utility support are often more readily available at night. Night transport hazards include employee fatigue, slowed reaction time and poor visibility for both the transport crew and motorists. Decreased visibility increases potential for trips, falls, runovers, back overs and equipment strikes. It can’t be emphasized enough how critically important it is to ensure that all transport crew members have had adequate rest for these projects. Workers need complete rest before the transport takes place. A fatigued worker is a danger to himself as well as his fellow crew members. And while impaired drivers can be out on the streets during the day, there is often an increased number of these drivers on roadways at night. Limited visibility is a given when it comes to night-time transports. Limited visibility increases the chance of going off route and striking objects, and the transport driver’s maneuverability and reaction time maybe be reduced. Road conditions can abruptly change during a night-time transport. Therefore, it is critically important to know the route and to have drivers run it in advance. Statistically speaking, accident frequency increases when the transporter goes off route and attempts to correct itself. While providing the necessary lighting to make night transport is important, artificial lighting can pose visibility hazards, especially to the drivers. Other hazards may include bright work lighting that produces glare. OSHA has identified the “Focus Four” accident events that make up the most serious injuries and fatalities in the construction business. They are also known as the “Fatal Four.” Many carriers have had employees injured in the past as a result of one of these four incidents. Caught-in-between hazards are injuries resulting from a person being squeezed, caught, crushed, pinched or compressed between two or more objects or between parts of an object. This is also referred to as “pinch points or entrapment.” As the transporter navigates its designated route the landscape is continuously changing. It is imperative that all ground crew members maintain situational awareness and not place themselves between the moving transporter and fixed objects such as guardrails, parked vehicles, buildings, etc. Struck-by hazards are injuries produced by forcible contact or impact between the injured person and an object or piece of equipment. There are many potential struck-by hazards. Guide wires that must be raised can snap and strike workers on the ground. Tag lines should be used to control loads. The primary purpose of using tag lines is to control the load but more importantly give the worker a safe buffer distance away from suspended and the uncontrolled movement of these loads. Fall hazards are anything that could cause an unintended loss of balance or bodily support and result in a fall. To prevent fall hazards all workers should have either fall prevention or a means of fall protection in place. As a rule, 100 percent tie off is required when using a fall arrest system (FAS). FAS’s should be thoroughly inspected before each use. Electrocution hazards result when a person is exposed to a lethal amount of electrical energy. Maintaining minimum approach distances (MAD) is a critical safety practice. As everyone knows, equipment does not have to physically make contact with energized equipment or lines to cause serious injuries and even death. Electrical energy can “jump” from lines into equipment that has encroached the Minimum Approach Distance based on its voltage. As noted above, it is critically important to ensure that crew members have had adequate rest and are not fatigued. Night transports are difficult enough, and the last thing you want to introduce are tired and fatigued workers. Being fatigued creates a risk for anyone who undertakes an activity that requires concentration and a quick response. All companies should have an “Hours Worked Policy” that clearly spells out the number of hours allowed to work before a mandatory rest period. This policy should ensure that the transport crew has had adequate rest during day, that a fatigue assessment is conducted on all team members, that crews are never allowed to work double shifts and that employees are prohibited from driving long distances to return home. Dealing with darkness Visibility and slowed reaction times should be a part of the project planning. A limited amount of ambient light that only projects upward and outward impedes vision and increases blind spots for drivers. Lights cast shadows, increasing the potential for slips, trips and falls. All transport moves should establish pre-planned Emergency Action Plans. When an emergency occurs, time is of the essence and can mean the difference between life and death. If it is a long-distance move the emergency numbers and first responder information can change. Crews should know when it’s time to seek emergency “safe harbor.” When approaching overhead obstructions such as guide wires, electrical lines, communication lines and overpasses, travel speed is of utmost importance. Again, pre-route surveys provide advance knowledge of obstructions. At night, visual identification of roadway obstructions is reduced and delayed and last second reactions to oncoming hazards can lead to accidents. Support personnel in bucket trucks also have the challenge of reduced visibility. In darkness, overhead hazards often require more utility support for height clearances, which means the need for raising energized lines, lifting traffic control devices, trimming tree limbs, releasing tension on guide wires, removing highway signs, repositioning street lights and raising railroad crossing arms. Traffic control can also create hazards. The general public may ignore pilot car lights at night, so it’s often advisable to also use police escorts. All support vehicles and trucks should be properly marked and equipped with strobe lights. The configuration of the transport system can also be a hazard. Navigating sharp turns or crossovers is greatly reduced based on the length of transporter. Snake-like maneuvers of trailers pose an increased risk. It’s important to never allow personnel to take shortcuts by walking through or under transporter while it’s in motion. Stop or have the worker go around. Situational awareness The transport crew must always maintain “situational awareness” to prevent being in line of fire or entrapped between moving and fixed objects. All the equipment used in the transport must be deemed safe. You should have procedures to conduct thorough assessment of all new equipment. Ensure machine guard devices are in place especially around moving components. Provide secured areas using catwalks/railing system. All steps should be designed with slip resistant material. Ensure that all deck openings are properly protected and covered. Components that hydraulically extend and retract should be clearly posted with DANGER signs. Roadway conditions are always a bigger concern at night. Assess weather conditions prior to start of the project and don’t take chances. A “Go – No Go” criteria should be developed for each project. Once the decision is made to transport the load there is no turning back. Changing weather can cause the transporter to lose traction. Underpasses that are shaded during the day will likely freeze up more quickly. If the temperatures drop significantly during the move, equipment performance may be affected – especially those with hydraulics. Because the reaction time of the transport crew is reduced, speeds are often reduced, causing potential for curfew violations. Boarding and deboarding the transporter increases risk for slips and falls. Other potential road condition hazards include grade of road, width of road, shoulder surfaces, railroad crossing clearances and bottoming out, overpasses, tight and narrow turning lanes, parked vehicles and frequent grade changes. Crew prep is essential and should be a part of the job plan and job training. The team should be briefed each day to identify the responsibilities of all crew members. The crew should know it is empowered; everyone has the authority to stop the transport if something looks unsafe or when someone is unsure. In the event of a complication, crews should be informed of how to regroup and formulata mitigation plan. There should be an established means of communication that is limited only to transport issues. Most importantly, crew should embrace these words: When in doubt, call time out! A Task Hazard Analysis (THA) should address all scope of work activities, identify hazards and have a mitigation plan for each, clear channels of communication, the traffic control plan and an “Emergency Preparedness Plan.” And finally: Know the route; ride the route and expect the unexpected. Edwards-Moving_Faktor-5 (2).jpg Edwards Moving performs a night move using it’s Goldhofer Faktor-5 transport system. Keys to a successful night transport Early planning and attention to detail. Anticipate roadway hazards such as guardrails, poles & hydrants that pose obstruction with travel path or turning radius. Preparing a detailed traffic control plan. Thorough due diligence throughout scope of work. Established contingency plan for equipment.

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How Artificial Intelligence and Deep Learning Are Transforming Healthcare

Article | February 17, 2020

Severely premature infants can face a staggering list of potential health problems. Retinopathy of prematurity abnormal retinal blood vessel development that can lead to blindness — is one of them. It’s treatable while infants weigh less than two pounds, but doctors often struggle to detect the condition in time. Traditional techniques have been unable to spot, let alone cure, infant blindness,” he says. But that is changing: Researchers at the Athinoula A. Martinos Center for Biomedical Imaging in Boston have found applying deep learning techniques to the analysis of retinal images results in highly accurate diagnosis and severity scoring of ROP results that can match or exceed clinician-based techniques.

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How to Engage New Health Tech Customers Online

Article | February 4, 2021

It is not an easy task to engage 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. Inbound marketing, a new form of marketing, lays out various effective healthcare marketing techniques, tricks, or tactics. These health tech marketing techniques or methodologies are helpful in the three stages of your health tech client journey: Awareness Stage: This is the stage where they do not know they have a problem, but you make them aware of the fact that they have a problem. Consideration Stage: In this stage, they are aware that they have a problem and consider finding a solution from you or your competitor. Decision Stage: This is the final stage, where prospects make a decision. Here are some effective health tech marketing techniques to engage new health tech marketing prospects online all through these stages. Offer Entertaining and Informative Blog Content Content is king. Roper Public Affairs, in their research report, say that around 80% of B2B decision-makers prefer to gather information from articles and blogs over ads. According to the research done by HubSpot, companies that publish blogs frequently get 4.5x more leads. Engage your health tech prospects with regular content that can address their interests and the problems they face. However, it is a mistake to focus only on your health tech company’s benefits, features, or sales pitches in your blogs. This may make your prospects think you are just after their money. One of the best health tech marketing techniques to engage your prospects online is to provide answers to the challenges they face. You can even ask and encourage your clients to contribute success stories or guest posts. These posts will have more value and the chances of them being shared are high. It is also better to create a strategy to make sure the health tech marketing content you make is valuable and relevant to your potential clients. Encourage Social Media Feedback and Blog Comments Providing great and prospect oriented health tech marketing content is just the beginning. You can solicit reactions from your audience. Asking questions at the end of blogs and social media health tech messages is a great way to collect reactions from the audience. It is good to thank them for responding when they leave a comment. Also, give them a comprehensive answer. This will help build your credibility and make the clients come back. Sometimes, you may get spam comments, which are not connected to your post. Weed them out to make all comments relevant to the post. This health tech marketing technique will make your potential clients stay engaged in what you post online. Host Google Hangouts or Webinars People love being visually engaged. So, webinars or Google Hangouts are powerful tools that allow real-time interaction with your customers. This helps you to establish a personal connection with your potential clients through video or audio. Various visual aspects, including slides, graphics, and live videos, make it easier for you to share your content with customers. Being an interactive health tech marketing technique, at the end of webinar sessions or Google hangout, you can have a Q and A session to clarify any questions from the clients. Compared to merely writing blog posts and articles, this, as a two-way dialogue, and will help you a lot in building a strong relationship with your clients. Create a Group or Community One of the best health tech marketing techniques to engage new customers is to interact in online forums and communities. Your buyers can get added to your members-only group automatically and then these members can socialize with each other and discuss healthcare technology. These forums can be used to share content that is not available to the public. To the members, you can also offer various discounts and special pricing. Your customers, being part of such a group, will feel special and increase the possibility of a repeat purchase. Co-Create with Existing Customers If you are planning to write an e-book, improve your website, or launch a new product, involve your existing customers by getting suggestions from them. For fostering loyalty, depending on the situation, it is very effective to make your customers involved in major decision-making processes. They will feel proud that they participated, at the end of the process. This health tech marketing technique may even allow you to hold a contest to select an idea from your customers for your next design and offer rewards for the one which is selected. Rewards can be a special mention on your website, a discount, or a freebie. Celebrate Together! Another great health-tech marketing technique to build stronger relationships with your customers is to celebrate milestones with them. Any achievement, small or big, can be a milestone. Even, achieving an award for attaining a certain number of followers can be a milestone. Sharing such moments of success with your customers and social media followers may make them feel like they are part of your business and success. It is also a good idea to give them a discount offer. Also, recognizing the success of your clients and featuring them will establish a good relationship with customers. Monitor Social Media The best place to engage your clients in conversations about your products and industry is social media. Selecting a topic that is trending in your industry may be a hot cake for you to have the conversation on your social media platforms. Tracking trending topics related to your industry will always give you an insight for your next blog post and social media posts. By sharing, liking, and providing answers you can also take part in conversations. This will make you an authority and customers will feel good about your credibility. As a health tech marketing technique, monitoring social media will make you gain the trust of the customers and build your brand gradually but successfully. Build a List of Leads and Nurture them Email marketing, as a health tech marketing technique, is a very effective strategy to nurture B2B customer relationships. According to HubSpot, for business communication, 86% of people prefer emails. You will be in the minds of potential customers through your value-packed and attractive emails. They will remember you when they identify a requirement. Through your emails, you can update and educate your potential customers about relevant topics and trends related to the health tech industry. A newsletter in a week will be fair enough to keep them engaged and updated about your brand and industry. Summing up The key to generating more qualified leads and increasing your brand recognition is engaging new prospects tough new and innovative health tech marketing techniques. This will make your sales team’s job easier; they can convert these leads into customers. The above-listed health tech marketing techniques to engage with your prospects can be effectively used with your well-crafted Inbound marketing strategy. Doing all of these alone can be very challenging. We, at Media7, partner with healthcare technology companies and healthcare tech marketers to offer support, strategy, and extending help to implement these activities. Through the collaboration, we help health tech companies to attract more visitors to their websites, generate leads, convert, and make them your happy customers. For more details of our services, visit our website: https://media7.com/ Frequently Asked Questions What is a health tech marketing strategy? Health tech marketing strategy is a part of an inbound marketing process for marketing healthcare tech products. It uses resources that can trace various opportunities through lead generation and branding, and overcome threats of healthcare businesses, which is highly competitive. What is the best health tech marketing technique? The best health tech marketing technique is to generate leads through various content forms. Health tech Content marketing helps create awareness about the product and attract clients to it. Different forms of content can include blogs, articles, press releases, newsletters, and much more. Where to start when creating your healthcare marketing strategy The best way to start when creating your healthcare marketing strategy is to set your goals. This is because the success of your healthcare marketing strategy depends upon the goal you set for yourself when you start the business and the marketing for it.

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Spotlight

Capital Health

Capital Health, headquartered in Abu Dhabi, is a private integrated healthcare group that operates two healthcare facilities in the UAE: Specialized Rehabilitation Hospital (SRH) - a specialty hospital that provides acute and long-term rehabilitation care, along with inpatient, outpatient and Home Health capabilities; and Health Shield Medical Center - a multi-specialty healthcare facility with outpatient (one-day surgery) capabilities.

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