Generic Drugs: Machine Learning Modeling Can Better Predict ANDA Submissions

 
• By Sue Sutter

US FDA staff describe their experience with a method that accurately predicted the time to first submission of generic drug applications for new chemical entities; this approach could help the agency optimize resource allocation and workload under the generic drug user fee program.

Concept about machine learning to improve artificial intelligence ability for predictions - Image
FDA researchers tested the ability of a machine learning approach to predict ANDA submissions. • Source: Shutterstock

A machine learning modeling approach that leverages drug product, regulatory and pharmacoeconomic information can accurately predict the time to the first abbreviated new drug application submission for a new chemical entity, US Food and Drug Administration researchers report.

This modeling approach could help the agency optimize its resource allocation and workload under the generic drug user fee program...

Read the full article – start your free trial today!

Join thousands of industry professionals who rely on Pink Sheet 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
Start Free Trial

Already a subscriber?

More from Generics

Lupin Concedes To Harmony On Generic Wakix With 2030 Launch Agreement

 
• By Dean Rudge

Lupin became the latest ANDA sponsor to settle patent-infringement litigation over Harmony Biosciences’ Wakix (pitolisant hydrochloride), which has been touted as a potential blockbuster.

EU Decision Time For Madrigal’s MASH Drug Resmetirom And 11 Others

 
• By Eliza Slawther

Madrigal Pharmaceuticals’ resmetirom could become the first approved treatment for non-cirrhotic metabolic dysfunction-associated steatohepatitis in the EU, if the European Medicines Agency issues a positive opinion for the drug later this week.

US FTC Continues Effort To Eliminate Orange Book’s Improper Patent Listings

 
• By Urtė Fultinavičiūtė

In a somewhat surprising move, President Trump’s Federal Trade Commission is continuing a crusade to delist improper listings from the FDA’s Orange Book. Law firm Polsinelli’s chair Chad Landmon discussed the impact of the move on the generic drug industry.

Generic Drug Office’s Policy Staff Returning To US FDA

 
• By Derrick Gingery

The group had been laid off as part of the 1 April reduction-in-force, which led to missed guidance publication deadlines.

More from Biosimilars & Generics

Generic Drug Office’s Policy Staff Returning To US FDA

 
• By Derrick Gingery

The group had been laid off as part of the 1 April reduction-in-force, which led to missed guidance publication deadlines.

Aurobindo, MSN Fail To Beat US Nuplazid Patent Expiring In August 2038

 
• By Dean Rudge

Acadia’s Nuplazid for hallucinations and delusions associated with Parkinson’s disease psychosis appears safe from generic competition until well into the next decade, following a favorable infringement and validity decision by a US district court.

‘The Question Is, What’s Going To Happen Next?’ – The Future For Biosimilars In Europe

 
• By Dave Wallace

With European biosimilars developers buoyed by recent regulatory moves, Medicines for Europe’s Isabell Remus and Julie Maréchal-Jamil discuss the next steps forward for the industry.