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Benefits of Deep Learning and AI in Microscopy

The white paper explains how Deep Learning Technology, neural networks and the “ground truth” open the door to label-free analysis applications. Based on a typical use case of a whole 96 well plate with variation in buffer filling level, condensation effect, meniscus-induced imaging artefacts, etc.

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Care Alliance Health Center

Care Alliance is a Level 3 NCQA Patient-Centered Medical Home and non-profit, Federally Qualified Health Center that provides health care to low-income individuals and families living in Cleveland. Care Alliance was founded in 1985 as one of the original 19 Robert Wood Johnson Foundation/Pew Health Care for the Homeless pilot projects. Our mission is to provide high-quality, comprehensive medical and dental care, patient advocacy and related services to people who need them most, regardless of their ability to pay. Each year Care Alliance serves over 10,000 Clevelanders. In April 2015, Care Alliance opened a state-of-the-art clinic in Cleveland’s Central Neighborhood with the capacity to care for 12,000 underserved individuals and deliver $6.4 million in annual community benefit.

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5 Biotech Stocks Winning the Coronavirus Race

Article | August 16, 2022

There are quite a few companies that have found ways to grow their business during the ongoing COVID-19 pandemic. This is especially true for a number of biotechs now working on developing a potential treatment for, or vaccine against, the virus; shares of such companies have largely surged over the past couple of months. Although many of these treatments and vaccines are still have quite a way to go before they're widely available, it's still worth taking some time to look through what's going on in the COVID-19 space right now. Here are five biotech stocks that are leading the way when it comes to addressing COVID-19. Regeneron Pharmaceuticals (NASDAQ:REGN) wasn't among the initial wave of companies to announce a potential COVID-19 drug. However, investor excitement quickly sent shares surging when the company announced that its rheumatoid arthritis drug, Kevzara, could help treat COVID-19 patients.

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MedTech

Making Predictions by Digitizing Bioprocessing

Article | September 22, 2022

With advances in data analytics and machine learning, the move from descriptive and diagnostic analytics to predictive and prescriptive analytics and controls—allowing us to better forecast and understand what will happen and thus optimize process outcomes—is not only feasible but inevitable, according to Bonnie Shum, principal engineer, pharma technical innovation, technology & manufacturing sciences and technology at Genentech. “Well-trained artificial intelligence systems can help drive better decision making and how data is analyzed from drug discovery to process development and to manufacturing processes,” she says. Those advances, though, only really matter when they improve the lives of patients. That’s exactly what Shum expects. “The convergence of digital transformation and operational/processing changes will be critical for the facilities of the future and meeting the needs of our patients,” she continues. “Digital solutions may one day provide fully automated bioprocessing, eliminating manual intervention and enabling us to anticipate potential process deviations to prevent process failures, leading to real-time release and thus faster access for patients.” To turn Bioprocessing 4.0 into a production line for precision healthcare, real-time release and quickly manufacturing personalized medicines will be critical. Adding digitization and advanced analytics wherever possible will drive those improvements. In fact, many of these improvements, especially moving from descriptive to predictive bioprocessing, depend on more digitization.

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MedTech

Data Analytics: A Groundbreaking Technology in Biotech

Article | July 16, 2022

Biotechnology is a vast discipline of biology that employs diverse biological systems to create solutions that can significantly alter the ways in which they operate across various domains. That said, biotechnology is not a new notion. It has existed for millennia, with ancient civilizations using its earliest incarnations to cultivate crops and create alcoholic beverages. Today, the biotechnology industry has developed by leaps and bounds and has amassed a vast quantity of scientific data through study and research. Given the importance of data in the biotechnology business, it is not difficult to understand why biotech companies utilize data analytics. Modern data analytics tools have made it possible for researchers in the biotech industry to build predictive analytics models and gain knowledge about the most efficient approaches to accomplish their desired goals and objectives. Data analytics is increasingly being adopted by biotech businesses to better understand their industry and foresee any problems down the road. How is Data Analytics Revolutionizing Fields in Biotechnology? Today's business and scientific fields greatly benefit from data. Without the analysis of vast information libraries that provide new insights and enable new innovations, no industry can really advance. Being highly reliant on big data analytics, biotech is not an exception in this regard. With the tools and methods that help scientists systematize their findings and speed up their research for better and safer results, data analytics is making deeper inroads into the biotechnology industry. It is emerging as a crucial link between knowledge and information and is extensively being used for purposes other than just examining the information that is already available. The following are a few of the cutting-edge biotechnology applications of data analytics Genomics and Disease Treatment Pharmaceutical Drug Discovery Drug Recycling and Safety Agriculture and Agri-products Environmental Damage Mitigation Data Analytics Possibilities in Biotechnology With data analytics becoming an integral part of how biotech businesses operate, biotechnologists and related stakeholders need to understand its emergence and crucial role. Data analytics has opened new frontiers in the realm of biotechnology. Thanks to developments in data analytics, research and development activities that once took years may now be accomplished in a matter of months. Also, now scientists have access to biological, social, and environmental insights that can be exploited to create more effective and sustainable products. By understanding the importance of data-related tools and techniques applications, biotech companies are aiming to invest in the popularizing technology to stay updated in the fast-paced biotechnology industry.

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MedTech

Expansion of BioPharma: Opportunities and Investments

Article | July 12, 2022

Biopharmaceutical innovations are among the most ingenious and refined achievements of modern medical science. New concepts, techniques, and therapies are emerging, such as the cell therapy Provenge, which can be used to treat cancer, and gene therapies, which provide even more amazing promises of disease remission and regenerative medicine. In addition, the COVID-19 pandemic has caused a huge boom in the pharmaceutical industry. This is because more and more attention is being paid to increasing manufacturing capacity and starting new research on drug development. Biopharma: Leading the Way in the Pharma Sector In the past couple of years, the biopharmaceutical sector has deepened its roots across the medical and pharmaceutical industries, on account of the transformation of pharmaceutical companies towards biotechnology, creating opportunities for growth. Also, growing advancements in technologies such as 3D bioprinting, biosensors, and gene editing, along with the integration of advanced artificial intelligence and virtual and augmented reality are estimated to further create prospects for growth. According to a study, the biopharmaceutical sector makes nearly $163 billion around the world and grows by more than 8% each year, which is twice as fast as the traditional pharma sector. Massive Investments Directed Towards Biopharma Investing in biotech research and development (R&D) has yielded better returns than the pharma industry average. Hence, a number of pharmaceutical companies are shifting their presence toward biopharma to capitalize on the upcoming opportunities by investing in and expanding their biotechnology infrastructure. For instance, Thermo Fisher Scientific Inc., an American manufacturer of scientific instrumentation, reagents and consumables, and software services, announced an investment of $97 million to expand its bioanalytical laboratory operations into three new locations in the U.S. With this investment, the company will add 150,000 square feet of scientific workspace and install the most advanced drug development technologies to produce life-changing medicines for patients in need.

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Medical

Laboratory Information Management System for Biotech Labs: Significance & Benefits

Article | August 16, 2022

There are quite a few companies that have found ways to grow their business during the ongoing COVID-19 pandemic. This is especially true for a number of biotechs now working on developing a potential treatment for, or vaccine against, the virus; shares of such companies have largely surged over the past couple of months. Although many of these treatments and vaccines are still have quite a way to go before they're widely available, it's still worth taking some time to look through what's going on in the COVID-19 space right now. Here are five biotech stocks that are leading the way when it comes to addressing COVID-19. Regeneron Pharmaceuticals (NASDAQ:REGN) wasn't among the initial wave of companies to announce a potential COVID-19 drug. However, investor excitement quickly sent shares surging when the company announced that its rheumatoid arthritis drug, Kevzara, could help treat COVID-19 patients.

Read More
MedTech

Top 3 Biotech Clinical Data Management Trends to Watch in 2022

Article | September 22, 2022

With advances in data analytics and machine learning, the move from descriptive and diagnostic analytics to predictive and prescriptive analytics and controls—allowing us to better forecast and understand what will happen and thus optimize process outcomes—is not only feasible but inevitable, according to Bonnie Shum, principal engineer, pharma technical innovation, technology & manufacturing sciences and technology at Genentech. “Well-trained artificial intelligence systems can help drive better decision making and how data is analyzed from drug discovery to process development and to manufacturing processes,” she says. Those advances, though, only really matter when they improve the lives of patients. That’s exactly what Shum expects. “The convergence of digital transformation and operational/processing changes will be critical for the facilities of the future and meeting the needs of our patients,” she continues. “Digital solutions may one day provide fully automated bioprocessing, eliminating manual intervention and enabling us to anticipate potential process deviations to prevent process failures, leading to real-time release and thus faster access for patients.” To turn Bioprocessing 4.0 into a production line for precision healthcare, real-time release and quickly manufacturing personalized medicines will be critical. Adding digitization and advanced analytics wherever possible will drive those improvements. In fact, many of these improvements, especially moving from descriptive to predictive bioprocessing, depend on more digitization.

Read More
MedTech

Immunology: A New Frontier in Medical Science

Article | July 16, 2022

Biotechnology is a vast discipline of biology that employs diverse biological systems to create solutions that can significantly alter the ways in which they operate across various domains. That said, biotechnology is not a new notion. It has existed for millennia, with ancient civilizations using its earliest incarnations to cultivate crops and create alcoholic beverages. Today, the biotechnology industry has developed by leaps and bounds and has amassed a vast quantity of scientific data through study and research. Given the importance of data in the biotechnology business, it is not difficult to understand why biotech companies utilize data analytics. Modern data analytics tools have made it possible for researchers in the biotech industry to build predictive analytics models and gain knowledge about the most efficient approaches to accomplish their desired goals and objectives. Data analytics is increasingly being adopted by biotech businesses to better understand their industry and foresee any problems down the road. How is Data Analytics Revolutionizing Fields in Biotechnology? Today's business and scientific fields greatly benefit from data. Without the analysis of vast information libraries that provide new insights and enable new innovations, no industry can really advance. Being highly reliant on big data analytics, biotech is not an exception in this regard. With the tools and methods that help scientists systematize their findings and speed up their research for better and safer results, data analytics is making deeper inroads into the biotechnology industry. It is emerging as a crucial link between knowledge and information and is extensively being used for purposes other than just examining the information that is already available. The following are a few of the cutting-edge biotechnology applications of data analytics Genomics and Disease Treatment Pharmaceutical Drug Discovery Drug Recycling and Safety Agriculture and Agri-products Environmental Damage Mitigation Data Analytics Possibilities in Biotechnology With data analytics becoming an integral part of how biotech businesses operate, biotechnologists and related stakeholders need to understand its emergence and crucial role. Data analytics has opened new frontiers in the realm of biotechnology. Thanks to developments in data analytics, research and development activities that once took years may now be accomplished in a matter of months. Also, now scientists have access to biological, social, and environmental insights that can be exploited to create more effective and sustainable products. By understanding the importance of data-related tools and techniques applications, biotech companies are aiming to invest in the popularizing technology to stay updated in the fast-paced biotechnology industry.

Read More
MedTech

Expansion of BioPharma: Opportunities and Investments

Article | July 12, 2022

Biopharmaceutical innovations are among the most ingenious and refined achievements of modern medical science. New concepts, techniques, and therapies are emerging, such as the cell therapy Provenge, which can be used to treat cancer, and gene therapies, which provide even more amazing promises of disease remission and regenerative medicine. In addition, the COVID-19 pandemic has caused a huge boom in the pharmaceutical industry. This is because more and more attention is being paid to increasing manufacturing capacity and starting new research on drug development. Biopharma: Leading the Way in the Pharma Sector In the past couple of years, the biopharmaceutical sector has deepened its roots across the medical and pharmaceutical industries, on account of the transformation of pharmaceutical companies towards biotechnology, creating opportunities for growth. Also, growing advancements in technologies such as 3D bioprinting, biosensors, and gene editing, along with the integration of advanced artificial intelligence and virtual and augmented reality are estimated to further create prospects for growth. According to a study, the biopharmaceutical sector makes nearly $163 billion around the world and grows by more than 8% each year, which is twice as fast as the traditional pharma sector. Massive Investments Directed Towards Biopharma Investing in biotech research and development (R&D) has yielded better returns than the pharma industry average. Hence, a number of pharmaceutical companies are shifting their presence toward biopharma to capitalize on the upcoming opportunities by investing in and expanding their biotechnology infrastructure. For instance, Thermo Fisher Scientific Inc., an American manufacturer of scientific instrumentation, reagents and consumables, and software services, announced an investment of $97 million to expand its bioanalytical laboratory operations into three new locations in the U.S. With this investment, the company will add 150,000 square feet of scientific workspace and install the most advanced drug development technologies to produce life-changing medicines for patients in need.

Read More
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Spotlight

Care Alliance Health Center

Care Alliance is a Level 3 NCQA Patient-Centered Medical Home and non-profit, Federally Qualified Health Center that provides health care to low-income individuals and families living in Cleveland. Care Alliance was founded in 1985 as one of the original 19 Robert Wood Johnson Foundation/Pew Health Care for the Homeless pilot projects. Our mission is to provide high-quality, comprehensive medical and dental care, patient advocacy and related services to people who need them most, regardless of their ability to pay. Each year Care Alliance serves over 10,000 Clevelanders. In April 2015, Care Alliance opened a state-of-the-art clinic in Cleveland’s Central Neighborhood with the capacity to care for 12,000 underserved individuals and deliver $6.4 million in annual community benefit.

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DNA microscopy offers entirely new way to image cells

phys.org | June 20, 2019

Microscopy just got reinvented again. Traditionally, scientists have used light, x-rays, and electrons to peer inside tissues and cells. Today, scientists can trace thread-like fibers of nerves throughout the brain and even watch living mouse embryos conjure the beating cells of a rudimentary heart. But there's one thing these microscopes can't see: what's happening in cells at the genomic level. Now, biophysicist Joshua Weinstein and colleagues have invented an unorthodox type of imaging dubbed "DNA microscopy" that can do just that. Instead of relying on light (or any kind of optics at all), the team uses DNA "bar codes" to help pinpoint molecules' relative positions within a sample. With DNA microscopy, scientists can build a picture of cells and simultaneously amass enormous amounts of genomic information, Weinstein says. "This gives us another layer of biology that we haven't been able to see." Weinstein, Howard Hughes Medical Institute (HHMI) Investigator Aviv Regev, and molecular biologist Feng Zhang, who was selected as an HHMI investigator in 2018, report the work June 20, 2019, in the journal Cell. "It's an entirely new category of microscopy," Regev says. "It's not just a new technique, it's a way of doing things that we haven't ever considered doing before."

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DNA microscopy offers entirely new way to image cells

phys.org | June 20, 2019

Microscopy just got reinvented again. Traditionally, scientists have used light, x-rays, and electrons to peer inside tissues and cells. Today, scientists can trace thread-like fibers of nerves throughout the brain and even watch living mouse embryos conjure the beating cells of a rudimentary heart. But there's one thing these microscopes can't see: what's happening in cells at the genomic level. Now, biophysicist Joshua Weinstein and colleagues have invented an unorthodox type of imaging dubbed "DNA microscopy" that can do just that. Instead of relying on light (or any kind of optics at all), the team uses DNA "bar codes" to help pinpoint molecules' relative positions within a sample. With DNA microscopy, scientists can build a picture of cells and simultaneously amass enormous amounts of genomic information, Weinstein says. "This gives us another layer of biology that we haven't been able to see." Weinstein, Howard Hughes Medical Institute (HHMI) Investigator Aviv Regev, and molecular biologist Feng Zhang, who was selected as an HHMI investigator in 2018, report the work June 20, 2019, in the journal Cell. "It's an entirely new category of microscopy," Regev says. "It's not just a new technique, it's a way of doing things that we haven't ever considered doing before."

Read More

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