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The evolution of AI in drug discovery: learning from history’s mistakes (Part 2)

Drug Target Review

Promising areas for AI implementation When discussing the most transformative AI applications in drug discovery, Sujeegar identifies a particularly ambitious goal: developing AI models that can simulate human pharmacokinetics and pharmacodynamics (PK/PD) using only preliminary laboratory data.

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Continuous Innovation with WorldwideEdge™ — A World of a Difference in Bioanalytic Operations

Conversations in Drug Development Trends

Jayaprakash Kotha, MBBS, PhD, ASCP (SH), Vice President, Bioanalytical Laboratory Satish Kumar, MBB, Head of Process Improvement Continuous Innovation is a Cornerstone of Bioanalysis Approximately 80% of drugs that begin the research process fail to reach approval. Rigorous procedures to ensure that drugs are effective and safe.

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De-risking drug discovery with predictive AI

Broad Institute

Srijit Seal, a visiting scholar at the Carpenter-Singh Lab in the Broad's Imaging Platform , trained multiple predictive machine learning models to identify chemical and structural drug features likely to cause toxic effects in humans. Pharmacokinetic modeling is difficult, time-consuming, and requires expensive instruments and software.

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Pharmacokinetics, Pharmacodynamics and Toxicokinetics Demystified

Alta Sciences

Pharmacokinetics, Pharmacodynamics and Toxicokinetics Demystified pmjackson Wed, 01/31/2024 - 14:55 Understanding the effects of a drug, and how it interacts with the body, and vice versa, is critical to ensure it is safe for human use. This is where pharmacokinetic (PK), pharmacodynamic (PD) , and toxicokinetic (TK) analyses step in.

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Toxicology transformed: Why accuracy now leads the way

Drug Target Review

This issue poses a significant hurdle for drug developers, with no universal protocol currently in place to address these complexities. Our approach, grounded in Good Laboratory Practice (GLP) and honed through thousands of studies, ensures that even the most subtle toxicological indicators are reliably detected.

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Optimizing your ELISA Assays | BMG LABTECH

BMG Labtech

Enzyme-Linked Immunosorbent Assays (ELISAs) are an essential technique in today’s laboratory with many applications in the life sciences. They are often the method of choice to detect or measure specific biological molecules (analytes) for diagnostics, drug discovery or fundamental research.

Vaccine 98
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Breaking down barriers across the DMTA cycle

Drug Target Review

Drug discovery is an interdisciplinary process that relies heavily on expert input from diverse and multifaceted teams, from medicinal, synthetic, and computational chemists to biologists and drug metabolism and pharmacokinetics (DMPK) scientists. The use of varied tools may also lead to a lower level of security of data.