“Applying data science tools in healthcare, especially for drug discovery, has a huge potential to systematically change the entire existing practices and methods,” said Aarthi Janakiraman, Technical Insights Research Manager at Frost & Sullivan. “Additionally, pharmaceutical companies and hospitals are adopting this system rapidly, and its application is going to be established in all branches of healthcare.”
Janakiraman added: “Integrating AI and ML methods into drug discovery pipelines would cut down cost and time, and increase the efficiency of the entire research and development (R&D) process. Going forward, big pharma and mid-sized biotech companies can benefit by partnering with core AI startups and reducing the costs involved in setting up their own capabilities.”
Integrating data science in drug discovery and clinical trials presents immense growth prospects for market participants, including:
Partnering with emerging AI companies will boost research momentum and help speed up clinical trials.
Using AI for therapeutics and screening, including for COVID-19, as it provides access to a large library of compounds and can present a lower risk of unexpected toxicity or side effects in human trials.
Developing AI-assisted drug safety and toxicity science that are at a nascent stage, yet evolving. This requires further research and collaborations to evaluate the potential clinical impact. Large amounts of newly available data provide an opportunity to leverage AI and ML to improve drug safety.
Modernizing clinical trials as the FDA has created Master Clinical Trial Protocols (MAPs) to increase trial efficiency and lower costs. MAPs use common clinical trial infrastructure to streamline trial processes and enhance data collection.
Data Science Impacting the Pharmaceutical Industry is the latest addition to Frost & Sullivan’s Technical Insights research and analyses available through the Frost & Sullivan Leadership Council, which helps organizations identify a continuous flow of growth opportunities to succeed in an unpredictable future.
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Data Science Impacting the Pharmaceutical Industry
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SOURCE Frost & Sullivan