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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 originated about twenty-five years ago but is gaining traction in recent times, with the journal Nature Methods naming spatial proteomics as its method of the year in 2024. Spatial biology brings spatial context to molecular-level understanding, allowing researchers to simultaneously examine tissue structure and cellular composition. This dual focus defines the approach of spatial biology to address some of the most pressing questions in biology today. Source: https://www.elucidata.io/blog/spatial-biology-at-scale-challenges-and-opportunities-in-harmonizing-complex-datasets

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 of the diverse sources and proprietary systems that generate data in the field. Clinical data, genomic sequences, proteomic datasets, and imaging files are often stored separately, each following its own standards, formats, and storage mechanisms. While this setup might suit individual teams, the lack of interconnectedness leads to fragmented data ecosystems that are difficult to integrate and analyze holistically. Source: https://www.elucidata.io/blog/the-consequences-of-data-silos-on-data-quality-in-biomedical-research

From Fragmentation to Integration: The Role of Structured Repositories in Biomedical Research Atlas: Guide to Complex Landscapes 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 punishment for his role in the war against Zeus and the Olympian Gods. Over time, this myth evolved into the image of Atlas carrying the Earth on his shoulders. In the early 16th century, cartographers began referring to collections of maps as atlases because, like the Titan, they carried representations of the entire world. Today, an atlas refers to a bound collection of maps, charts, and tables that detail various aspects of the physical world, such as political boundaries, topographical features, and climatic zones. Source: https://www.elucidata.io/blog/from-fragmentation-to-integration-the-role-of-structured-repositories-in-biomedical-research

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