Artificial intelligence and machine learning technologies are showing an incredible potential in improving clinical research and development productivity.
Artificial intelligence and machine learning technologies are showing an incredible potential in improving clinical research and development productivity. An array of services has emerged in modern therapy development that offer AI capabilities in designing and managing operation of clinical studies. The machine learning-based advanced analytics show a vast potential in impacting the entire continuum of a clinical trial, ranging from target identification to patient recruitment to analyzing result of studies. The AI-based clinical trials solutions providers market has thus evolved on the back of rising drug making activities worldwide, including drug repurposing. The offering increasingly applies risk-based approach toward metadata, which helps in identifying the problematic sites and offers ways to solve many key challenges in clinical trials.
The study on the AI-based clinical trials solutions providers market offers a critical data-based analysis of the various growth dynamics, major consumer propositions, recent technological developments, and the factors impacting the competitive dynamics.
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AI-based Clinical Trials Solution Provider Market: Key Trends
The drive for the AI-based clinical trials providers market stems from the need for transforming clinical trials in all aspects, mainly including the timelines, research and development productivity, and return on investments. AI-based offerings by various companies have risen in the developed world, given the ebullient scope AI has shown to pharmaceutical and biotech industry players. Some of the key application areas are evolutionary modelling, data integration and interpretation, and ROI restoration.
The outlook of the AI-based clinical trials providers market has been bullish from the growing trend of outcomes-based contracting. Identifying the right candidate among the litany of them has been one of the key propositions fueling the prospects of AI-powered clinical trials. The AI-based clinical trials providers market has been seeing new avenues from the implementation of risk-based approaches. End-use businesses in the pharmaceutical and lifesciences industries are embracing these solutions to identify challenges in clinical trials, inconsistencies, and data outliers in data. All these exert a positive effect on reducing the R&D timelines. With ever-growing volumes of high-quality data, the prospects of AI-based clinical trials providers market are attractive through the forecast period of 2020 – 2030.
AI-based Clinical Trials Solution Provider Market: Competitive Dynamics and Key Developments
Sponsors are shying away from making long-term stakes in the AI-based clinical trials providers market due to the steep learning curve such technologies intrinsically have. Another major concern that has defined the forces of supply and demand in the AI-based clinical trials providers market is prevailing regulatory frameworks. In various regions, the ethical concerns are intractable part of decision making for companies conducting clinical trials. AI and machine learning technologies have a major limitation there. Using AI in the right context will help spur the adoption of new strategies for fueling AI-based clinical trials providers market.
Some of the key players in the AI-based clinical trials providers market are
- Ardigen
- Pharmaseal
- AiCure, LLC
- Unlearn.AI, Inc.
- Symphony AI
- Intelligencia
- Deep 6 AI
- Antidote Technologies, Inc.
- Pharmaseal
- AiCure, LLC
- BioAge Labs, Inc.
AI-based Clinical Trials Solution Provider Market: Regional Assessment
On the regional front, North America has shown massive potential, with sizable chunks of revenue growth having come from the U.S. The regional market has been fuelled by a vibrant culture of biopharma digital disruption, Further, the AI-based clinical trials providers market in the U.S. has been propelled by the advent of new contracts and innovative strategies adopted by service providers for implementation.
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https://www.tmrresearch.com/cell-and-gene-therapy-clinical-trials-market
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