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Scientific workflow for hypothesis testing in drug discovery: Part 2 of 3

Drug Target Review

Operating a workflow, such as the one described in Figure 1, involves several key considerations that affect both the accuracy of results and the efficiency of the research process. Defining the research question A well-defined research question is the cornerstone of an effective scientific workflow in drug discovery.

Drugs 69
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Scientific workflow for hypothesis testing in drug discovery: Part 1

Drug Target Review

In drug discovery and biological research, the scientists workflow often follows a structured and iterative approach to ensure accuracy, reproducibility and scientific integrity. At the heart of any research is the scientific question. This acts as a safeguard against false positives and misinterpretation of the data.

RNA 52
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Part two: the impact of poor data quality

Drug Target Review

Scientific reproducibility is compromised when data quality is poor, as other researchers or systems might not replicate the findings. As a business executive at IBM Research in New York, Dr Singh led the go-to-market for IBM Watson Genomics Analytics. Raminderpal earned his PhD in semiconductor modelling in 1997.

Science 59
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Kickstarting the use of AI for biotechs: part one

Drug Target Review

The latter group (ie, most of us) are waiting for wet lab validation, market demonstration (FDA approvals), and a few other things (which we often cannot define). Crossing the Chasm: Marketing and Selling high-tech Products to Mainstream Customers. Drug Discovery & Development. 20 biotech startups attracted almost $3B in Q1 2024.

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Kickstarting the use of AI for biotechs: part three

Drug Target Review

Algorithms could substitute for parts of the wet lab workflows, helping to reduce the number of experiments conducted by contract research organisations (CROs), by qualifying and prioritising them. As a business executive at IBM Research in New York, Dr Singh led the go-to-market for IBM Watson Genomics Analytics.

Science 64
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Part three: pragmatic guidelines to getting the best out of LLMs

Drug Target Review

Your LLM system may need to support both research-intensive activities, such as extracting new insights from large amounts of (.pdf) pdf) research publications, and workflow-driven tasks, such as designing a lab experiment. In 2003, he was selected by EE Times as one of the top 13 most influential people in the semiconductor industry.

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Roche signs definitive share purchase agreement with long-term partner TIB.

The Pharma Data

The acquisition enables Roche to further expand the portfolio of currently over 45 CE-IVD assays and more than 100 research use assays on Roche`s LightCycler PCR instruments. For example, in 2001 with anthrax and 2003 with SARS-CoV1, TIB Molbiol demonstrated their ability to develop PCR assays for the detection of new pathogens within days.

Virus 52