Artificial Intelligence in Healthcare

| February 12, 2019

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Since the inception of electronic health record (EHR) systems, volumes of patient data have been collected, creating an atmosphere suitable for translating data into actionable intelligence. The growing field of artificial intelligence (AI) has created new technology that can tackle large data sets, solving complex problems that previously required human intelligence. As healthcare stakeholders search for innovative solutions to support clinical decision-making and manage patient information across the continuum, AI has the potential to transform care delivery.

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Grand Rounds, Inc.

Grand Rounds’ vision is to create a path to great health and health care, for everyone, everywhere. Founded in 2011, the company provides an employer-based technology solution that connects members and their families to high-quality care. With Grand Rounds, employers get a personalized, high-performance network at scale, while their employees get the tools and support needed to navigate their care on their own terms. Named Rock Health’s 2018 Fastest Growing Company and second among Glassdoor’s 2016 Best Places to Work, Grand Rounds helps restore individual health and quality of life, and offers employers lower health care spend and higher employee productivity. For more information

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New Dimensions of Clinical Trial Optimization

Article | April 20, 2021

For much of the past three decades, even as methodologies for clinical trial design have advanced and refined, the idea of the optimized clinical trial has centered on optimal patient samples, target enrollment rates, and generally the most efficient uses of scarce resources in the form of patients. Yet anyone who has had to design and optimize a clinical trial, knows that trial optimization occurs within an ecosystem of choices; a series of choices that stretch from the time it takes to implement a clinical trial and submit clinical data for analysis, to general concerns about the cost and power of a clinical trial. A true clinical trial optimization process would try to unify a number of these choices into a single framework for trial optimization. The complexity of clinical trial optimization comes from the need to align priorities on the one hand, and to understand opportunities on the other. We know that at a very general level, clinical operations specialists benefit from simplicity in clinical trial design, and that commercial teams prefer shorter clinical trials to longer ones. We also know that the statistical design of a clinical trial can influence both simplicity and duration. Yet how many sponsors have their clinical operations and commercial teams, sit with their R&D teams to review various statistically nuanced design options? For many sponsors, the reason this process does not occur as often as it should, is because the nuanced statistical parameters of a clinical trial design are very difficult to communicate to non-statisticians. Yet a trial optimization tool like Solara, equipped with data visualizations and the ability to see tradeoffs intuitively, can overcome this challenge. The real challenge is often convincing the non-statistician that they have a stake in clinical trial design. Cytel recently had a client that thought it needed a sample size re-estimation design, because it had a very strict limit on the number of patients it could enroll. After a few hours of working with Solara, though, a statistician discovered that a much simpler Group Sequential Design would deliver comparable power using about the same number of patients. The gains from the more complex design were minimal from the optimization perspective, when understood as the eco-system of choices. Similarly, most commercial teams pressure their clinical trial designers to have the most accelerated clinical trial imaginable, but as we all know, the longer the clinical trial the more likely there will be a higher number of events that demonstrate the effectiveness of a new medicine. So commercialization teams have a stake in longer clinical trials, even when their rule of thumb is to shorten them. Therefore, it is absolutely essential to communicate the benefits of various statistical designs to multiple stakeholders in a way that makes tradeoffs clear. Aligning on priorities early during the clinical trial design process is essential to selecting the optimal clinical trial. Yet for this statisticians need to be equipped for both a strategic and communicative role in the R&D process.

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Global Antiviral Drugs Market Growth: Is Antiviral Drug the Best Coronavirus Treatment?

Article | April 9, 2020

The global antiviral drugs market has witnessed a rapid surge in demand due to the ongoing Covid-19 pandemic worldwide. So is antiviral drug the best coronavirus treatment? It is still too early to have that conclusion as many medical research and clinical trials are still trying to find the effectiveness and potential side effects of using antiviral drugs to treat coronavirus. But experts believe that antiviral drug might be the best hope for reduce the coronavirus transmission around the world at this stage. However, due to the current difficult situation of the supply chain in many lockdown countries and regions, there is a global shortage on the antiviral drugs supply. With researchers and manufacturers working hard to find and provide effective coronavirus treatment, it is expected that the global antiviral drugs market will have a significant growth over the near future. Antiviral drugs are a type of medication used specifically for treating viral infections, such as human immunodeficiency virus (HIV), hepatitis, and influenza.

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What do you have to lose taking hydroxychloroquine for coronavirus? Potentially your life

Article | April 10, 2020

The president and some of his close advisors — desperate for a COVID-19 cure — are asking “What do you have to lose?” by taking hydroxychloroquine (HCQ), a strong medication never adequately tested for efficacy or safety in COVID-19 patients. The correct answer to the president’s question, which he doesn’t seem to want to hear, is that we have our lives to lose. The president acknowledges “I’m not a doctor” but this raises the question “What do doctors know about the drug recommended by the president? Most doctors are aware that HCQ can be effective for patients with malaria, arthritis or lupus. If they were to follow the president’s suggestion and prescribe it for COVID-19 patients, they would also like to know that it will benefit some of those patients, at least.

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Tips for Managing Chronic Pain Beyond Prescription Painkillers

Article | February 17, 2020

Painkillers like Oxycontin, Percocet, and Vicodin, have been prescribed by primary physicians, surgeons, dentists, and other healthcare providers to patients suffering from varying levels of pain. Though these medications have proven to be an effective source of pain relief, they have also proven to be highly addictive. In fact, it has even been reported that there are more cases of a drug overdose and deaths from prescription painkillers than heroin or cocaine. While there are a number of factors that play into this opioid epidemic, educating doctors and patients on alternative solutions to managing chronic pain is a great place to start combatting this nationwide crisis.

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Spotlight

Grand Rounds, Inc.

Grand Rounds’ vision is to create a path to great health and health care, for everyone, everywhere. Founded in 2011, the company provides an employer-based technology solution that connects members and their families to high-quality care. With Grand Rounds, employers get a personalized, high-performance network at scale, while their employees get the tools and support needed to navigate their care on their own terms. Named Rock Health’s 2018 Fastest Growing Company and second among Glassdoor’s 2016 Best Places to Work, Grand Rounds helps restore individual health and quality of life, and offers employers lower health care spend and higher employee productivity. For more information

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