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PrecisionFDA
PrecisionFDA (stylized precisionFDA) is a secure, collaborative, high-performance computing platform that has established a growing community of experts around the analysis of biological datasets in order to advance precision medicine, inform regulatory science, and enable improvements in health outcomes. This cloud-based platform is developed and served by the United States Food and Drug Administration (FDA). PrecisionFDA connects experts, citizen scientists, and scholars from around the world and provides them with a library of computational tools, workflow features, and reference data. The platform allows researchers to upload and compare data against reference genomes, and execute bioinformatic pipelines. The variant call file (VCF) comparator tool also enables users to compare their genetic test results to reference genomes. The platform's code is open source and available on GitHub. The platform also features a crowdsourcing model to sponsor community challenges in order to ...
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Food And Drug Administration
The United States Food and Drug Administration (FDA or US FDA) is a List of United States federal agencies, federal agency of the United States Department of Health and Human Services, Department of Health and Human Services. The FDA is responsible for protecting and promoting public health through the control and supervision of food safety, tobacco products, caffeine products, dietary supplements, Prescription drug, prescription and Over-the-counter drug, over-the-counter pharmaceutical drugs (medications), vaccines, biopharmaceuticals, blood transfusions, medical devices, electromagnetic radiation emitting devices (ERED), cosmetics, Animal feed, animal foods & feed and Veterinary medicine, veterinary products. The FDA's primary focus is enforcement of the Federal Food, Drug, and Cosmetic Act (FD&C), but the agency also enforces other laws, notably Section 361 of the Public Health Service Act, as well as associated regulations. Much of this regulatory-enforcement work is not d ...
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American Innovation And Competitiveness Act
The American Innovation and Competitiveness Act (AICA) is a United States federal law enacted in 2017 by President Barack Obama that aims to invest in cybersecurity and cryptography research. The legislation was initially introduced in the Senate by Cory Gardner ( R- CO) and Gary Peters ( D- MI). The legislation serves as a reauthorization of the 2010 America COMPETES Act that expired in 2013. The legislation updates instructions to the National Science Foundation and the National Institute of Standards and Technology (NIST), with a director of security position being created in the latter latter. AICA supports the coordination of citizen science and crowdsourcing by Federal agencies to accomplish their missions.S.3084 - American Innovation and Competitiveness Act
on congress.gov
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Supercomputing
A supercomputer is a computer with a high level of performance as compared to a general-purpose computer. The performance of a supercomputer is commonly measured in floating-point operations per second (FLOPS) instead of million instructions per second (MIPS). Since 2017, there have existed supercomputers which can perform over 1017 FLOPS (a hundred quadrillion FLOPS, 100 petaFLOPS or 100 PFLOPS). For comparison, a desktop computer has performance in the range of hundreds of gigaFLOPS (1011) to tens of teraFLOPS (1013). Since November 2017, all of the world's fastest 500 supercomputers run on Linux-based operating systems. Additional research is being conducted in the United States, the European Union, Taiwan, Japan, and China to build faster, more powerful and technologically superior exascale supercomputers. Supercomputers play an important role in the field of computational science, and are used for a wide range of computationally intensive tasks in vario ...
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BioCompute Object
The BioCompute Object (BCO) Project is a community-driven initiative to build a framework for standardizing and sharing computations and analyses generated from High-throughput sequencing (HTS -- also referred to as next-generation sequencing or massively parallel sequencing). The project has since beestandardizedas IEEE 2791-2020, and the project files are maintained in aopen source repository ThJuly 22nd, 2020 editionof the Federal Register announced that the FDA now supports the use of BioCompute (officially known as IEEE 2791-2020) in regulatory submissions, and the inclusion of the standard in the Data Standards Catalog for the submission of HTS data iNDAs, ANDAs, BLAs, and INDsto CBER, CDER, and CFSAN. Originally started as a collaborative contract between the George Washington University and the Food and Drug Administration, the project has grown to include over 20 universities, biotechnology companies, public-private partnerships and pharmaceutical companies including ...
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Veterans Health Administration
The Veterans Health Administration (VHA) is the component of the United States Department of Veterans Affairs (VA) led by the Under Secretary of Veterans Affairs for Health that implements the healthcare program of the VA through a nationalized healthcare service in the United States, providing healthcare and healthcare-adjacent services to Veterans through the administration and operation of 146 VA Medical Centers (VAMC) with integrated outpatient clinics, 772 Community Based Outpatient Clinics (CBOC), and 134 VA Community Living Centers (VA Nursing Home) Programs. It is the largest division in the Department, and second largest in the entire federal government, employing over 350,000 employees. All VA hospitals, clinics and medical centers are owned by and operated by the Department of Veterans Affairs as opposed to private companies, and all of the staff employed in VA hospitals are government employees. Because of this, Veterans that qualify for VHA healthcare do not pay ...
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Artificial Intelligence
Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machines, as opposed to intelligence displayed by animals and humans. Example tasks in which this is done include speech recognition, computer vision, translation between (natural) languages, as well as other mappings of inputs. The ''Oxford English Dictionary'' of Oxford University Press defines artificial intelligence as: the theory and development of computer systems able to perform tasks that normally require human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages. AI applications include advanced web search engines (e.g., Google), recommendation systems (used by YouTube, Amazon and Netflix), understanding human speech (such as Siri and Alexa), self-driving cars (e.g., Tesla), automated decision-making and competing at the highest level in strategic game systems (such as chess and Go). ...
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Machine Learning
Machine learning (ML) is a field of inquiry devoted to understanding and building methods that 'learn', that is, methods that leverage data to improve performance on some set of tasks. It is seen as a part of artificial intelligence. Machine learning algorithms build a model based on sample data, known as training data, in order to make predictions or decisions without being explicitly programmed to do so. Machine learning algorithms are used in a wide variety of applications, such as in medicine, email filtering, speech recognition, agriculture, and computer vision, where it is difficult or unfeasible to develop conventional algorithms to perform the needed tasks.Hu, J.; Niu, H.; Carrasco, J.; Lennox, B.; Arvin, F.,Voronoi-Based Multi-Robot Autonomous Exploration in Unknown Environments via Deep Reinforcement Learning IEEE Transactions on Vehicular Technology, 2020. A subset of machine learning is closely related to computational statistics, which focuses on making predicti ...
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Business Wire
Business Wire is an American company that disseminates full-text press releases from thousands of companies and organizations worldwide to news media, financial markets, disclosure systems, investors, information web sites, databases, bloggers, social networks and other audiences. It is a subsidiary of Berkshire Hathaway. History Business Wire was founded in 1961 by Lorry I. Lokey. It started by sending releases to 16 media outlets in California. Business Wire launched its website in May 1995. In 2000, ahead of its main competitor PR Newswire, Business Wire ended the practice of distributing news to financial outlets 15 minutes before anyone else, to provide immediate, equal access to company information as noted by the SEC's fair disclosure regulation (Reg FD). Business Wire's first wholly owned European operation launched in 2001, with the opening of an office in London. On June 1, 2005, Business Wire entered the German Ad-Hoc market with a disclosure network for companies with ...
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2015 State Of The Union Address
The 2015 State of the Union Address was given by the 44th president of the United States, Barack Obama, on January 20, 2015, at 9:00 p.m. EST, in the chamber of the United States House of Representatives to the 114th United States Congress. It was Obama's sixth State of the Union Address and his seventh speech to a joint session of the United States Congress. Presiding over this joint session was the House speaker, John Boehner, accompanied by Joe Biden, the vice president, in his capacity as the president of the Senate. Following recent tradition, Speaker of the House John Boehner sent a letter on December 19, 2014, formally inviting President Obama to speak (despite a proposal from some conservatives that House Republicans withhold the invitation in retaliation for Obama's executive actions on immigration reform). The State of the Union Address was broadcast on various television and radio stations and webcast from the White House. Webcasts were also provided by other spon ...
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All Of Us (initiative)
The All of Us Research Program (previously known as the Precision Medicine Initiative Cohort Program) is a research program created in 2015 during the tenure of Barack Obama with $130 million in funding that aims to make advances in tailoring medical care to the individual. The mission of All of Us is to accelerate health and medical breakthroughs, enabling individualized prevention, treatment and care. The project aims to collect genetic and health data from one million volunteers. The initiative was announced during the 2015 State of the Union Address, and is run by the National Institutes of Health (NIH). The program is currently bilingual, with information and materials available in Spanish and English. Core Values A set of ''All of Us'' core values are guiding the development and implementation of the ''All of Us'' Research Program: * Participation is open to all. * Participants reflect the rich diversity of the U.S. * Participants are partners. * Trust will be earned t ...
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21st Century Cures Act
The 21st Century Cures Act is a United States law enacted by the 114th United States Congress in December 2016 and then signed into law on December 13, 2016. It authorized $6.3 billion in funding, mostly for the National Institutes of Health. The act was supported especially by large pharmaceutical manufacturers and was opposed especially by some consumer organizations. Proponents said that it would streamline the drug and device approval process and bring treatments to market faster. Opponents said that it would allow drugs and devices to be approved on weaker evidence, bypassing randomized, controlled trials, and bring more dangerous or ineffective treatments to market. The bill incorporated the Helping Families In Mental Health Crisis Act, first introduced by then-Congressman Tim Murphy, R-Pa., which increased the availability of psychiatric hospital beds and established a new assistant secretary for mental health and substance use disorders. Content Research and drug de ...
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Crowdsourcing
Crowdsourcing involves a large group of dispersed participants contributing or producing goods or services—including ideas, votes, micro-tasks, and finances—for payment or as volunteers. Contemporary crowdsourcing often involves digital platforms to attract and divide work between participants to achieve a cumulative result. Crowdsourcing is not limited to online activity, however, and there are various historical examples of crowdsourcing. The word crowdsourcing is a portmanteau of "crowd" and " outsourcing". In contrast to outsourcing, crowdsourcing usually involves less specific and more public groups of participants. Advantages of using crowdsourcing include lowered costs, improved speed, improved quality, increased flexibility, and/or increased scalability of the work, as well as promoting diversity. Crowdsourcing methods include competitions, virtual labor markets, open online collaboration and data donation. Some forms of crowdsourcing, such as in "idea competiti ...
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