Ocean’s Eleven showed us that a successful heist depends on two things: disguises and unrestricted movement. Danny Ocean’s crew waltzed in and out of restricted areas, posing as hotel staff, security guards, and even tech support. Their success hinge...
They say, “You can’t make a silk purse out of a sow’s ear,” and nowhere does this ring truer than in artificial intelligence (AI). As AI shifts the way we do biomedical research from discovering new drugs to tailoring treatments, it’s becoming clear ...
The evolution of medicine from an art and craft to science was facilitated through the development of methods of careful data collection and statistics for clinical trials, leading to medicine guided by population-level evidence. (1) Starting from co...
Clinical trial data is complex and needs a robust end-to-end platform that can streamline data collection, integration, analysis, and visualization. In today’s clinical research ecosystem, how a research group manages data is crucial in deciding the ...
Data Harmonization Challenges Data harmonization is the process by which fragmented datasets are transformed into standardized formats. In clinical research, it enables effective integration and analysis of data. However, this process is challenging ...
Single Cell Analytics Evolution Single-cell analytics focuses on individual cells to study the unique characteristics and cellular heterogeneity which often gets masked in bulk analyses. It uses multi-omics techniques like scRNA-seq, single-cell ATAC...
Biomarkers improve the way we treat disease. It is a step in the direction of precision medicine, where treatments are tailored to an individual’s unique biological profile, improving efficacy and reducing side effects. With the help of these biologi...