Digital Biomarkers Market is Estimated to Witness High Growth Owing to Advancements in AI and Machine Learning
Digital Biomarkers Market is Estimated to Witness High Growth Owing to Advancements in AI and Machine Learning
The global digital biomarkers market was valued at US$ 2.03 Bn in 2022 and is forecast to reach a value of US$ 22.28 Bn by 2030 at a CAGR of 34.1% between 2023 and 2030.
Key Takeaways
Key players operating in the digital biomarkers market are Purina Mills LLC, Nutreco N.V., Roquette Freres S.A., Evonik Industries A G, Charoen Pokphand Foods PLC, Alltech Inc., Associated British Foods Plc., Koninklijke DSM NV, BASF SE, ACI Godrej Agrovet Private Limited.
The key opportunities in the market include growing adoption of digital health solutions by pharmaceutical companies for drug discovery and clinical trials. Increased funding from private investors and government bodies for digital health startups is driving innovation.
Advancements in AI and machine learning have enabled more accurate analysis of large, complex digital biomarker datasets. Deep learning models are being used to derive insights from a combination of physiological, behavioral and environmental Digital Biomarkers Market Size .
Market Drivers
The growing geriatric population suffering from chronic diseases is a key driver for the digital biomarkers market. Digital biomarkers can help manage conditions remotely and reduce healthcare costs associated with frequent hospital visits. Increased penetration of smartphones and consumer wearables is also facilitating more widespread collection of digital biomarkers. Investments by technology giants into digital health further validate the potential of these tools for clinical use. Rapid digitization of healthcare and patient data worldwide augurs well for digital biomarkers.
Current challenges in the Digital Biomarkers Market:
The digital biomarkers market faces major challenges in terms of data quality, data standardization and regulatory challenges. The quality of data is highly variable as there are no standard guidelines for data collection using digital devices. Different methods need to be followed by different companies for data collection which makes the data incompatible for analysis. This poses challenges for clinical validation of digital biomarkers. Additionally, regulatory guidelines around the clinical use of digital biomarkers are still evolving. FDA has not come up with any official guidance yet for digital biomarker qualification. Lack of regulatory clarity poses hurdles for commercial application and widespread clinical adoption of digital biomarkers. Data privacy and security concerns also act as challenges as digital data contains sensitive health information of individuals. Addressing these challenges would help accelerate the growth of digital biomarkers market.
SWOT Analysis
Strength: Digital biomarkers are easily scalable and can leverage digital platforms to remotely collect large amount of real world data cost effectively. They offer continuous monitoring capabilities compared to intermittent clinic or lab based assessments.
Weakness: Clinical validation and regulatory approval processes for digital biomarkers are still evolving. Interoperability and standardization of digital biomarkers data remain significant challenges.
Opportunity: Rising burden of chronic diseases is driving demand for personalized and affordable healthcare solutions. Digital biomarkers can support early disease detection, remote patient monitoring and clinical trials.
Threats: Data privacy and security threats pose significant risks. Public acceptance of digital health solutions needs to increase for long term viability of digital biomarkers market.
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