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Big data – charting a new path to drug discovery and development

Drug Discovery World

Drug discovery and development timelines can span 10-15 years or more from initial discovery to market approval and typically require the analysis of massive amounts of data. This knowledge enabled cell line engineering campaigns that boosted yield and stability across various production bottlenecks.

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How digital innovation is helping therapeutics to get to market faster

Drug Discovery World

Companies leading the way There are a number of companies leading the charge in applying innovative technologies, particularly artificial intelligence (AI) and machine learning (ML), to the search for new medicines. Relation Therapeutics, which uses high-resolution biology, ML and clinical insights to discover transformational medicines.

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The future of AI drug discovery & development in immunology and GPCR research

pharmaphorum

Verily’s Immune Profiler platform is “a discovery engine consisting of proprietary immune profiling lab workflow, growing multi-omic database, and advanced analytical tools”. Kim recognised then, he said, that better tools for medicine needed to be developed, and that they still do. What, then, is the solution?

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The DDW Podcast: 2023 in review

Drug Discovery World

Dr Pace discusses how precision medicine is already starting to influence standards in clinical trial design. A deep dive into US drug discovery What lies in the future for genomics and big data? Listen here. Thereafter, the series featured Dr Michael Pace, Global & Strategic Feasibility Expert at Rho. Listen here.

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How big data analytics can make personalised care a reality

Drug Discovery World

Johannes Goll, Global Head of Emmes’ Biomedical Data Science and Bioinformatics department, explains how big data analytics can deliver improved therapies and bring clinical research one step close to realising the potential of personalised care. He holds an MS degree in Statistics and a BS-equivalent in Bioengineering.

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The challenges and trends of cell & gene therapies 

Drug Discovery World

This area of medicine, which turns our own bodies into agents of combat to fight disease, has quickly become one of the most promising fields in treating deadly diseases such as cancer, central nervous system disorders and even musculoskeletal conditions. . billion, compared to $19.9 million price point per dose. Cancer is king .

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Can artificial intelligence help craft new medicines?

Drug Discovery World

Big data handling and machine learning made progress by leaps. Networks also allow us to integrate diverse types of biological pathways, literature, genomics, transcriptomics, proteomics and ligand-binding studies. The post Can artificial intelligence help craft new medicines?