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Role-Based Access Control: Enhancing Data Quality Through Secure Collaboration
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,...
From Fragmentation to Integration: The Role of Structured Repositories in Biomedical Research
The word Atlas has a fascinating etymology. In Greek mythology, a Titan called Atlas was condemned to hold up the heavens above the Earth for eternity as...
The Consequences of Data Silos on Data Quality in Biomedical Research
In biomedical research, data silos are isolated repositories of information accessible only to specific departments, teams, or organizations. These silos emerge as a natural consequence...
Spatial Biology at Scale: Challenges and Opportunities in Harmonizing Complex Datasets
Advancements in biological tissue sampling, imaging, microscopy, sequencing methods, statistical techniques, and machine learning tools have collectively propelled the field of spatial biology. This discipline...
Quality at Scale: The Challenges of Harmonizing Data Across Platforms
Data harmonization is the process of standardizing and integrating diverse datasets into a consistent, interoperable format. As research becomes increasingly data-driven, harmonization ensures that data...
Building AI-Ready Data: Why Quality Matters More Than Quantity
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...
Streamlining Gene Identification for RNAi Therapeutics with AI-Ready Data
RNA interference (RNAi) therapeutics have untapped potential for treating rare genetic diseases by silencing genes that drive these conditions. This approach allows scientists to target...
The Role of AI-Ready Data in Multi-Modal Analysis and Decision-Making
In biopharma and healthcare research, the abundance of artificial intelligence (AI) algorithms and growing computing power has brought disruption to the industry. This led to...
Beyond One-Size-Fits-All: The Rise of Personalized Medicine for Oncology
Cancer is one of the leading causes of death globally, with about 1 in 8 people dying of cancer in 2022, as per the World Health...
Creating AI-Ready Datasets for Foundation Models in Biomedical R&D
Foundation models (FMs) represent a big leap in artificial intelligence, designed to work on diverse and complex tasks in life sciences and beyond. These versatile...