Artificial intelligence to improve drug combination design & personalized medicine

Harnessing Artificial Intelligence to Improve Drug Combination Design and Personalized Medicine Credit: Zac Goh

It is now evident that complex diseases, such as cancer, often require effective drug combinations to make any significant therapeutic impact. As the drugs in these combination therapies become increasingly specific to molecular targets, designing effective drug combinations as well as choosing the right drug combination for the right patient becomes more difficult.

Artificial intelligence is having a positive impact on drug development and personalized medicine. With the ability to efficiently analyze small datasets that focus on the specific disease of interest, QPOP and other small dataset-based AI platforms can rationally design optimal drug combinations that are effective and based on real experimental data and not mechanistic assumptions or predictive modeling.

Furthermore, because of the efficiency of the platform, QPOP can also be applied towards precious patient samples to help optimize and personalize combination therapy.

###

The SLAS Technology auto-commentary, entitled “Artificial Intelligence-Driven Designer Drug Combinations: From Drug Development to Personalized Medicine,” can be accessed for free for a limited time at http://journals.sagepub.com/doi/full/10.1177/2472630318800774. For more information about SLAS and its journals, visit http://www.slas.org/journals.

A PDF of this article is available to credentialed media outlets upon request. Contact nhallock@slas.org.

About our Society and Journals

SLAS (Society for Laboratory Automation and Screening) is an international community of nearly 20,000 professionals and students dedicated to life sciences discovery and technology. The SLAS mission is to bring together researchers in academia, industry and government to advance life sciences discovery and technology via education, knowledge exchange and global community building.

SLAS DISCOVERY: 2016 Impact Factor 2.355. Editor-in-Chief Robert M. Campbell, Ph.D., Eli Lilly and Company, Indianapolis, IN (USA). SLAS Discovery (Advancing Life Sciences R&D) was previously published (1996-2016) as the Journal of Biomolecular Screening (JBS).

SLAS TECHNOLOGY: 2016 Impact Factor 2.632. Editor-in-Chief Edward Kai-Hua Chow, Ph.D., National University of Singapore (Singapore). SLAS Technology (Translating Life Sciences Innovation) was previously published (1996-2016) as the Journal of Laboratory Automation (JALA).

Follow SLAS on Twitter at @SLAS_Org.

Follow SLAS on Facebook at SocietyforLaboratoryAutomationandScreening.

Follow SLAS on YouTube at SLASvideo.

Follow SLAS Americas on LinkedIn at Society for Laboratory Automation and Screening (SLAS Americas).

Follow SLAS Europe on LinkedIn at Society for Laboratory Automation and Screening Europe (SLAS Europe).

Media Contact

Nan Hallock
nhallock@slas.org
630-256-7527 x106

 @SLAS_Org

https://www.slas.org/ 

Media Contact

Nan Hallock EurekAlert!

All latest news from the category: Health and Medicine

This subject area encompasses research and studies in the field of human medicine.

Among the wide-ranging list of topics covered here are anesthesiology, anatomy, surgery, human genetics, hygiene and environmental medicine, internal medicine, neurology, pharmacology, physiology, urology and dental medicine.

Back to home

Comments (0)

Write a comment

Newest articles

Lighting up the future

New multidisciplinary research from the University of St Andrews could lead to more efficient televisions, computer screens and lighting. Researchers at the Organic Semiconductor Centre in the School of Physics and…

Researchers crack sugarcane’s complex genetic code

Sweet success: Scientists created a highly accurate reference genome for one of the most important modern crops and found a rare example of how genes confer disease resistance in plants….

Evolution of the most powerful ocean current on Earth

The Antarctic Circumpolar Current plays an important part in global overturning circulation, the exchange of heat and CO2 between the ocean and atmosphere, and the stability of Antarctica’s ice sheets….

Partners & Sponsors