Generative AI in Personalized Medicine Market to Grow with a CAGR of 25.62% through 2028
According to
TechSci Research report, “Generative AI in Personalized Medicine Market –
Global Industry Size, Share, Trends, Competition Forecast &
Opportunities, 2028”, the Global Generative AI in Personalized Medicine Market
stood at USD 152.12 million in 2022 and is anticipated to grow with a CAGR of 25.62%
in the forecast period, 2024-2028. The Human Genome Project marked a milestone
in genomic research, providing a blueprint for unraveling the complexities of
human DNA. Subsequent advancements in genomic technologies have led to a
massive influx of data related to individual genetic variations. Generative AI,
equipped with powerful algorithms, is adept at processing and interpreting this
wealth of genomic information. As the field of genomics continues to expand,
the demand for AI-driven tools that can unlock actionable insights from genomic
data is on the rise, driving the growth of the Generative AI in Personalized
Medicine Market.
Generative AI is
playing a pivotal role in revolutionizing the drug discovery and development
process. Traditional methods are often time-consuming and resource-intensive,
with a high rate of failure. AI algorithms, particularly generative models,
expedite the identification of potential drug candidates by simulating and
predicting molecular structures. This accelerates the drug development
pipeline, reduces costs, and increases the likelihood of success. The
pharmaceutical industry's increasing reliance on AI-driven approaches is a
significant driver propelling the growth of the Generative AI in Personalized
Medicine Market.
Tailoring
medical treatments to individual patients is at the core of personalized
medicine, and generative AI plays a crucial role in optimizing these
treatments. By analyzing patient data, including genetic information, lifestyle
factors, and treatment responses, AI algorithms can predict the most effective
therapeutic interventions for specific individuals. This level of precision
minimizes adverse effects, enhances treatment efficacy, and improves overall
patient outcomes. As healthcare providers prioritize personalized approaches,
the demand for generative AI tools that facilitate treatment optimization is
escalating, further boosting the market.
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"Global Generative AI in Personalized Medicine Market”
The Global Generative
AI in Personalized Medicine Market is segmented into Personalized Medicine
Therapeutics, Deployment
Model, End-User, Regional Distribution, And Company.
Based on the
Personalized Medicine Therapeutics, Pharmaceuticals emerged as the dominant
segment in the global market for Global Generative AI in Personalized Medicine
in 2022. The
demand for generative AI in the context of pharmaceuticals arises from its
capacity to accelerate drug discovery and development processes. By leveraging
AI algorithms to analyze genomics, proteomics, and clinical data, researchers
can identify potential drug candidates more efficiently. Generative AI assists
in simulating and predicting molecular structures, leading to the discovery of
novel compounds and the optimization of existing drugs for personalized use. Moreover,
as pharmaceutical companies increasingly recognize the value of precision
medicine, the integration of generative AI becomes a strategic imperative. The
market demands innovative solutions that not only enhance the efficacy of
pharmaceuticals but also contribute to the development of targeted therapies,
reducing the trial-and-error approach in treatment. The intricate nature of
biological systems, coupled with the vast variability among individuals,
requires advanced computational approaches to decipher patterns and identify
optimal treatment strategies. Generative AI excels in simulating molecular
interactions, predicting drug responses, and optimizing treatment regimens
based on individual patient data.
Based
on the Deployment Model, Cloud Based emerged as the dominant segment in the
global market for Global Generative AI in Personalized Medicine Market in 2022.
Healthcare providers and researchers can access generative AI applications and
related data from virtually anywhere, facilitating collaboration and
streamlined workflows. This is particularly valuable in the context of
personalized medicine, where real-time access to data and insights can enhance
diagnostic accuracy and treatment decision-making. Additionally, the
cloud-based model aligns with the collaborative and interdisciplinary nature of
personalized medicine initiatives. As stakeholders in healthcare, including
research institutions, pharmaceutical companies, and healthcare providers, work
together to advance precision medicine, a centralized and cloud-based
infrastructure facilitates seamless data sharing and collaboration. This
collaborative approach is essential for the success of generative AI
applications, as it enables the pooling of diverse datasets for more
comprehensive analyses. Furthermore, the cloud-based deployment model offers
cost-effectiveness by eliminating the need for organizations to invest heavily
in on-premises infrastructure.
North America
emerged as the dominant player in the Global Generative AI in Personalized
Medicine Market in 2022, holding the
largest market share.
North America boasts a highly advanced and well-established healthcare
infrastructure. The region is home to some of the world's leading medical
institutions, research centers, and hospitals. This robust infrastructure
provides an ideal environment for the integration and adoption of cutting-edge
technologies like generative AI in personalized medicine. The United States, in
particular, is known for its leadership in medical research and development.
Academic institutions and research organizations in North America are at the
forefront of exploring and implementing generative AI solutions for
personalized medicine. The region's commitment to innovation and its
substantial investment in R&D contribute significantly to its dominance in
the market.
Major
companies operating in Global Generative AI in Personalized Medicine
Market are:
- Johnson & Johnson
- Butterfly Network
- Deep Genomics
- Google LLC
- IBM Watson Health
- Microsoft Corporation
- Aidoc
- Insilico Medicine
- PathAI
- Tencent Holdings Ltd.
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“The
Global Generative AI in Personalized Medicine Market is poised for robust
growth in the coming years, driven by a confluence of technological
advancements, increasing demand for personalized healthcare solutions, and a
growing focus on precision medicine. As healthcare stakeholders recognize the
transformative potential of generative AI in tailoring medical treatments to
individual patients, the market is expected to experience significant
expansion. The integration of multi-omics data, advancements in genomic
research, and the application of generative AI in drug discovery are key
drivers propelling the market forward. Additionally, the rising prevalence of
complex diseases, a shift toward decentralized clinical trials, and the
exploration of AI-driven disease prediction models further contribute to the
optimistic growth outlook.” said Mr. Karan Chechi, Research Director with
TechSci Research, a research-based management consulting firm.
“Generative
AI in Personalized Medicine Market - Global Industry Size, Share, Trends,
Opportunity, and Forecast, 2018-2028 Segmented By Personalized Medicine
Therapeutics (Pharmaceutical, Genomic Medicine, Devices), By Deployment Model
(On-premises, Cloud Based), By End-User (Hospitals and Clinics, Ambulatory
Surgical Centers, Others) Region and Competition”, has evaluated
the future growth potential of Global Generative AI in Personalized Medicine Market
and provides statistics & information on market size, structure and future
market growth. The report intends to provide cutting-edge market intelligence
and help decision makers take sound investment decisions. Besides, the report
also identifies and analyzes the emerging trends along with essential drivers,
challenges, and opportunities in Global Generative AI in Personalized Medicine Market.
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