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Artificial Intelligence In Genomics Market SWOT analysis, Growth, Share, Size and Demand outlook by 2031 | Key Players Names: IBM, Microsoft, NVIDIA Corporation
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Artificial intelligence in genomics is the application of artificial intelligence (AI) techniques to the field of genomics. Genomics is the study of the entire set of genes in an organism, and AI techniques can be used to help analyze and interpret this data. AI can be used to help identify patterns and trends in genomic data, and to make predictions about the function of genes and their role in disease. AI is also being used to develop new methods for DNA sequencing and to design new drugs and treatments based on genomic data.
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Key Trends
There are many key trends in artificial intelligence (AI) in genomics technology. One of the most important is the trend toward using AI to improve the accuracy of predictions about the effects of genetic variants. For example, AI is being used to develop better models for predicting the risk of developing certain diseases. AI is also being used to develop new methods for analyzing DNA data, which could lead to a better understanding of the role of genetics in health and disease. In addition, AI is being used to create new tools for DNA diagnosis and treatment.
Key Drivers
The key drivers of Artificial Intelligence in Genomics market are the increasing demand for personalized medicine, the need for early detection of diseases, and the decreasing cost of sequencing.
Personalized medicine is a rapidly growing field that is enabled by the use of Artificial Intelligence In Genomics. Personalized medicine is the tailoring of medical treatment to the individual patient. In the past, treatments were based on the average patient. However, with the advent of personalized medicine, treatments can be based on the specific characteristics of the individual patient. This is made possible by the use of Artificial Intelligence In Genomics to analyze the patient's genome.
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Market Segmentation
The Artificial Intelligence In Genomics market is segmented by technology, application, end-user and region. By technology, the market is divided into machine learning and computer vision. By application, the market is bifurcated into genome sequencing, gene editing and gene mapping. By end-user the market is classified into pharmaceutical companies and research bodies. By region the market is segmented into North America, Europe, Asia-Pacific and rest of the world.
Key Players
The key players in the Artificial Intelligence In Genomics market are IBM, Microsoft, NVIDIA Corporation, Deep Genomics, BenevolentAI, Fabric Genomics Inc., Verge Genomics, Freenome Holdings, Inc., MolecularMatch Inc., and Cambridge Cancer Genomics.
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