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Single-cell analysis can diagnose a condition in heterogenous cell population samples by studying genomics, transcriptomics, proteomics, metabolomics, and other cellular interactions in cells. It helps to understand a tumor microenvironment better and develop drugs based on newly uncovered knowledge of various types of tumors. The rich data provide...

Carbon nanotubes (CNTs) are emerging as a cornerstone material for next-generation industries, enabling breakthroughs in electric vehicles, aerospace, energy storage, and flexible electronics through their unique combination of lightweight structure, exceptional electrical conductivity, and superior mechanical and thermal performance. Beyond enhanc...

Rising incidents of patient deaths are raising questions about medical device efficacy, specifically Class II and Class III medical devices. All medical devices commercialized in the US market must adhere to 510(k) compliance. The US Food and Drug Administration (FDA) posts summaries of information about the most serious medical device recalls. ...

Retail health providers fill the traditional healthcare void by offering healthcare services, such as pharmacy, preventive care, urgent care, chronic condition management, vaccinations, telehealth, wellness, and an emerging focus on women’s health. High cost is a barrier to healthcare and medication access, affecting uninsured and aged populations ...

Sequencing technologies have evolved over the years to harness the value of the human genome and dive deep into DNA and RNA sequences which offer immense knowledge of human biology. From Sanger sequencing to next-generation sequencing, technologies and chemistries have improved/advanced to reduce costs and ensure faster timelines. NGS has integrate...

The evolving IT landscape has played a transformative role in the field of life sciences, enabling a reliance on real-world evidence (RWE) solutions. With growing competition and the demand for precision in decision-making, pharmaceutical companies, healthcare providers, and technology organizations have realized the need for real-world data (RWD) ...

This Frost Radar™ benchmarks the growth and innovation activity of clinical decision support system (CDSS) vendors in their effort to provide end users with evidence to take the next best action. The CDSS role is evolving from just being the source of clinical knowledge at the point of care or facilitating clinical decision-making and workflow. New...

Pharmacovigilance activities revolve around ensuring drug safety and preventing adverse drug reactions. While post marketing studies form the core of pharmacovigilance, inclusion of safety measures during clinical development and carrying out additional post marketing active surveillance is being utilized by a number of pharma companies.  Risks due...

31 Aug 2020  |    |  Technology Research

Data Science Impacting the Pharmaceutical Industry Part II: Clinical trial Applications

Enabling faster analysis using advanced tools

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Clinical Trials, the most crucial step in drug discovery has never been in the forefront in adopting new technologies and transforming from the conventional protocols. With the development of AI/ML in the last five years, it has opened up a new horizon for transforming clinical trials. It has been proven that use of AI/ML tools can scan through la...