Text Mining And Machine Reading: The Answer To Pharma's R&D Data Mountain?

How to make the most of the wealth of raw data in pharmaceutical R&D is an increasing challenge for the industry. The digital revolution is already having an impact in areas like clinical trials, and pharma is also starting to embrace new technologies in drug discovery.

Tortoise
Could machine reading help to quench pharma's drug discovery thirst? • Source: Shutterstock

Technology is expected to revolutionize parts of the life science industry, and slowly but surely pharma is embracing digital features in different aspects of its operating models – with clinical trials and disease management being the most popular starting points. But can technology prevent drug developers' early-stage pipelines from drying out?

As industry's "big data" buzz has intensified over the last few years, programs for "data mining," "machine reading," and "machine

Read the full article – start your free trial today!

Join thousands of industry professionals who rely on Scrip for daily insights

  • Start your 7-day free trial
  • Explore trusted news, analysis, and insights
  • Access comprehensive global coverage
  • Enjoy instant access – no credit card required

More from AI

Sanofi R&D Head’s Words Of Wisdom For Biotechs

 
• By 

Houman Ashrafian tells delegates at Swiss Biotech Day that ‘literally only two things matter in our industry – target credentialing and differentiated pharmacology. The rest is execution.’

Menarini’s APAC CEO On Harnessing Digital Channels, RWE And BD Engine

 

In the final part of an interview with Scrip, Menarini’s Asia-Pacific CEO talks about the group’s digital capabilities, including their impact on a shortage issue in Australia, and leveraging RWE to inform healthcare practices across the region. The Italian company is also revving up its business development and alliance engine.

Sanofi Licenses Bispecific Candidates From AI-Driven Earendil

 
• By 

Deal Snapshot: Sanofi obtained global rights to a pair of bispecific antibody candidates for autoimmune and inflammatory bowel disorders from Helixon-affiliated AI firm Earendil.

Isomorphic Adds To Growing AI War Chest With First External Funding Round

 

The four-year-old firm said it plans to advance programs toward the clinic from the funding round, which comes just over a year after signing two major pharma partnerships.

More from Digital Technologies

How Big Pharma Is Redefining, Scaling India GCCs Amid Tech Advances

 

Senior executives from AstraZeneca, BMS, Novo Nordisk, Takeda and Regeneron outline how big pharma's global capability centers (GCCs) in India are evolving beyond cost efficiency, focusing on innovation, “agile experimentation” and new technology including GenAI, virtual & augmented reality, with some positioned as COEs. Will Indian multinationals use the GCC approach?

Generative AI In Drug Discovery And India’s Potential To Leapfrog

 
• By 

Heads of Novartis Biomedical, World Economic Forum and Indian majors like Sun Pharma’s SPARC, among others, discuss generative AI in drug discovery along with pointers for India to leapfrog the R&D process

With Fabhalta’s C3G Approval, Now Novartis Has To Find The Patients

 

Novartis US president Victor Bultó talked to Scrip about the company’s efforts to reach patients with rare kidney diseases who are candidates for Fabhalta.