Designing an efficient platform is crucial for any industrial process. This design process is known as process development, and it has become increasingly important in the pharmaceutical industry at ...

Developing high-quality, safe, and effective drugs is a complex process that requires varied scientific skills and stringent regulatory assessments. Drug development is a process that spans many years ...

The average drug now costs more than US$1 billion to develop and takes more than a decade to reach the market 1. And for every success, there are nine drug candidates that fail clinical trials 2. “In ...

The traditional drug discovery process of identifying the causal mechanism of a disease, a single molecular target, and a drug against the target is slow, expensive, and fraught with the fallout from ...

We know the scientific method to be sequential and empirical: Ask, observe, hypothesize. Test, analyze, report. And then do it all over again, and again, and again. For better or worse, that sequence ...

Clinical trials for drug development are notoriously slow and expensive, and only a small fraction of drug candidates end up being approved by the regulatory authorities. The extensive bottlenecks in ...

UM researchers have developed a deep learning model to predict compound protein interactions. GraphBAN is an inductive graph-based approach. The model is all about discovering new drug candidates in ...

The convergence of genomics, systems biology, and artificial intelligence is transforming the landscape of drug discovery. Modern genomic technologies now ...

Generative AI based on Large Language Models (LLMs), the technology behind popular tools like ChatGPT and Google Gemini, is revolutionizing various industries, including the world of drug discovery.

Conventional drug delivery is known for being both a lengthy and expensive process, with pre-clinical testing taking between three to six years and costing between hundreds of millions of dollars to ...

Connectivity between laboratory instruments is crucial for capturing large quantities of multimodal data generated during the drug discovery and development process. With the launch of its newest ...

At the heart of every biological process, from the replication of cells to the functioning of the human brain, lies the intricate world of proteins. Understanding the structure of these molecules, ...