The AI In Omics Studies Market is being driven by Technological advancements in AI and computational power
The AI In Omics Studies Market is expected to grow at a CAGR of 34.2% during 2024 and 2029. During this period, the market is also expected to show a growth of USD 3998.1 million. The global AI in omics studies market is experiencing significant growth due to the increasing demand for personalized medicine and expedited drug discovery processes. The traditional approach of using a one-size-fits-all treatment method is being replaced by a more sophisticated approach that takes into account an individual's genetic makeup, lifestyle, and environment. This shift necessitates the analysis of intricate omics datasets, a task that AI is particularly well-suited for. Advanced AI algorithms can identify intricate patterns and correlations within genomic, proteomic, and metabolomic data that are beyond human perception. As a result, AI technology enables the stratification of patients and the development of targeted therapies, leading to improved patient outcomes and reduced healthcare costs.
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The market is segmented based on
According to Technavio, There are several factors that are causing the market to flourish during the forecast period, which are as follows:
However, the market also witnesses some limitations, which are as follows:
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Market Scope |
|
Report Coverage |
Details |
Page number |
241 |
Base year |
2024 |
Historic period |
2019-2023 |
Forecast period |
2025-2029 |
Growth momentum & CAGR |
Accelerate at a CAGR of 34.2% |
Market growth 2025-2029 |
USD 3998.1 million |
Market structure |
fragmentation |
YoY growth 2024-2025(%) |
31.0 |
Key countries |
US, China, Japan, Canada, UK, Germany, India, South Korea, Australia, and France |
Competitive landscape |
Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks |
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In the realm of AI applications in Omics Studies, RNA sequencing data and DNA methylation analysis are key areas of focus. Protein interaction networks, metabolic flux analysis, genome annotation, and variant calling are other significant applications. AI tools are employed for gene ontology enrichment, statistical significance assessment, principal component analysis, and cluster analysis methods. Regression modeling and hypothesis testing are used for data analysis, while data normalization, quality control metrics, and experimental design ensure data integrity. Sample preparation, data preprocessing, database management, data interpretation, scientific literature review, peer-reviewed publications, research methodology, biological databases, omics software, computational biology, and big data management are essential components of this field.
In the realm of IT software, the omics sector encompasses genomic selection, transcriptomic profiling, proteomic biomarkers, and metabolomic pathways. This niche market falls under the application software category, focusing on specialized solutions for industries and businesses. Technavio's market analysis includes companies developing and producing software for these applications, excluding those engaged in interactive home entertainment or systems/database management software. The global omics software market size is determined by aggregating the revenues of these specialized software providers.. Industries are leveraging the products belonging to the market for customer engagement, transactional notifications, and promotional offers.
Technavio Research
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