Big Data in Pharma and Life Sciences – AI and Data Management

NICCOLO MEJIA | March 13, 2019

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We’ve spoken to many leaders in healthcare and pharma over the last half a decade, and when it comes to AI, the most pressing challenge that healthcare and pharma leaders report is that they’re unsure of how to streamline and structure their data in a way that lets them build machine learning models. Healthcare companies are stuck in the data consolidation phase of their potential AI initiatives while vendor after vendor is trying to sell them on a new application that the company might not even be close to ready for.

Spotlight

PHOENIX All-in-One

All-in-One: Our expertise and coverage for the success of manufacturer partners to provide manufacturer partners a unified approach to the European and all 26 local markets, the PHOENIX group has brought the service brand “All-in-One” into life. All-in-One grants a direct access for manufacturers to patients. With its eight focus areas from a Pan-European Preferred Partnerships, Healthcare Logistics, Business Intelligence, Patient Services to Supply Chain Optimization, Sales Support, Clinical Trial Supply Services and Services for Specialty Drugs, All-in-One has an unparalleled service to manufacturer partners throughout Europe. You do your core business – we care about the rest Our full-service offering enables manufacturers to focus on their core competencies – developing and successfully commercializing innovative products and solutions. We care about the rest. “All-in-One is more than just a collection of services, it is a unified approach to patients all over Europe”, says Stefan

OTHER ARTICLES

Pricing of drugs – at what cost?

Article | February 27, 2020

We go into a doctor’s office and leave with a diagnosis and a prescription. Next we stop by the pharmacy. In Germany, if your insurance is not private, you mostly don’t even know the price of your drug because it’s paid for directly by your insurance. You only notice the 5-10 Euros copay. But how is a drug priced in Germany? And (how) does data play a role in helping pharma secure an attractive price point? Let’s fast forward directly to the launch of a new drug. At the time of launch, the pharmaceutical company has to present patient level evidence of the drug’s added value compared to existing comparative therapies. In the first year, however, the drug’s price can be defined freely by the company.

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Roche Prepares to Launch COVID-19 Antibody Test System

Article | February 27, 2020

Swiss pharma giant Roche is joining the race to develop a test for COVID-19 antibodies in people who have been exposed to the disease. This morning, Roche announced the development and upcoming launch of its Elecsys Anti-SARS-CoV-2 serology test to detect antibodies in people who have been exposed to the SARS-CoV-2, the virus that causes COVID-19. Roche is eying May for the launch of the test in Europe and is in talks with the U.S Food and Drug Administration for emergency approval of the system. Antibody testing is central to help identify people who have been infected by the virus, especially those who may have been infected but did not display symptoms, the company said. Roche noted that as more information becomes available about immunity levels to COVID-19, society can return to a sense of normal much more quickly. Roche’s test will join a number of other antibody tests that have recently come on the market. Earlier this month the U.S. Food and Drug Administration approved the first blood test for COVID-19 antibodies.

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PHARMA TECH

4 Tech Trends That Will Shape Pharma in the Coming Years

Article | February 27, 2020

Technological innovations disrupt many industries, but the speeds of their adoption in the pharma industry have become more rampant than ever. A report from global market advisory firm ABI Research predicts that by 2030, the pharma industry will have spent over $4.5 billion on digital transformation. This is due to many things, from the need to optimize production lines to patent protection. A decade from the forecasted market peak there have already been many applications of these rising tech trends. So let’s have a look at some of them: Digital monitoring system Pharma businesses need to comply with certain regulatory requirements before their drugs can be sold on the consumer market. For example, they need to be stored at a certain temperature. The state of the drugs manufactured and used during clinical trials also needs to be monitored. Fortunately, digital monitoring systems created by companies like Aptar Pharma, Primex, and Monnit, have made it easier to provide the reports regulatory boards such as the Food and Drug Administration and Central require. Aptar Pharma, for instance, offers sensors that can monitor and record the patients’ adherence level during ophthalmic clinical trials. Meanwhile, Monnit’s freezer monitoring solution provides data logs that can be filed as proof of compliance. It doesn’t matter what kind of pharma data you need — there will be a digital monitoring system that can help you collect it. Extended reality Extended reality (XR) is used to describe all real-like virtual environments that are generated by computer programs. The two most common types of XR are augmented reality (AR), where digital graphics are overlaid onto the real world, and virtual reality (VR) where the user is “transported” to a digital world through headsets. To create realistic projections, VR and AR technologies are built with complex and densely packed electrical PCB designs. From wiring the schematic to comparing physical validation rules, all of this is carefully done to ensure that the technology has all the 3D features it needs. Pharma has many uses for this kind of technology. For example, one of Augray’s solutions is to allow researchers to better visualize human models using XR. XR can also be used in lab and manufacturing training. Before letting people train onsite, XR solution providers like SoftCover VR and Labrodex Studios can create simulations that let them familiarize themselves with the equipment virtually. This is very important in the pharma industry, as one error can easily contaminate the drugs. Artificial intelligence Whether it’s for drug discovery research or clinical trials, artificial intelligence (AI) can help accelerate the process. AI is a technology that “learns.” AI programs, after they’re made, are immediately trained to detect patterns and features in the data to help collect insights. British startup Pangaea Data helps global pharma companies identify patient cohorts and trials using AI algorithms. AI can also be trained to perform mundane tasks more efficiently, like arrange clinical data for researchers or gather studies. An AI program called Atomwise does this by analyzing thousands of existing medicines and picking out the ones that can be repurposed to treat diseases it wasn’t initially made for. This was even the AI that identified two drugs that could mitigate Ebola’s effects in 2015, saving multiple lives. In the future, AI can be taught more things that will allow them to aid medical research. Additive manufacturing Additive manufacturing, commonly known as 3D printing, is an industrial production process that lets businesses create 3D products using successive layers of a specific material. Since 3D printers will literally print any object with the right blueprints, additive manufacturing has been a big help in the mass production of drugs. However, researchers are now finding more uses for additive manufacturing — one of which is in the field of precision medicine. Precision medicine takes into account the patient’s lifestyle, history record, and even genetics. Eventually, they're given medicine that’s specially tailored for their body. Since blueprints can easily be edited, combining drugs can be done faster and with more accuracy. Of course, additive manufacturing’s application in this field is still at its testing phases, but researchers are hopeful about the results. New discoveries are made in the pharma industry thanks to technology, and more will continue to do so as long as breakthroughs are made. Businesses should always be updated on these emerging trends, lest they want to be left behind by the competition.

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How AI and Big Data Will Disrupt Pharma’s Regulatory Compliance Standards

Article | February 27, 2020

The industry as we know it is changing. Pharmaceutical and life sciences companies across the globe are experiencing more pressure than ever to keep up with increased regulatory standards while moving at a pace that requires them to innovate in order to remain competitive. With more real-time automation and the steady increase in AI and Big Data sweeping the landscape, what used to be a slow-to-change and risk-averse industry is now expected to see a significant shift towards newer technology that focus on heightened regulatory standards. Here’s how your company can get ahead of what industry experts are calling, Pharma

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Spotlight

PHOENIX All-in-One

All-in-One: Our expertise and coverage for the success of manufacturer partners to provide manufacturer partners a unified approach to the European and all 26 local markets, the PHOENIX group has brought the service brand “All-in-One” into life. All-in-One grants a direct access for manufacturers to patients. With its eight focus areas from a Pan-European Preferred Partnerships, Healthcare Logistics, Business Intelligence, Patient Services to Supply Chain Optimization, Sales Support, Clinical Trial Supply Services and Services for Specialty Drugs, All-in-One has an unparalleled service to manufacturer partners throughout Europe. You do your core business – we care about the rest Our full-service offering enables manufacturers to focus on their core competencies – developing and successfully commercializing innovative products and solutions. We care about the rest. “All-in-One is more than just a collection of services, it is a unified approach to patients all over Europe”, says Stefan

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