Ten quick tips for getting the most scientific value out of numerical data
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DOI: 10.1371/journal.pcbi.1006141
Abstract: Most studies in the life sciences and other disciplines involve generating and analyzing numerical data of some type as the foundation for scientific findings. Working with numerical data involves multiple challenges. These include reproducible data… read more here.
Keywords: numerical data; scientific value; quick tips; getting scientific ... See more keywords
Ten quick tips for effective dimensionality reduction
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DOI: 10.1371/journal.pcbi.1006907
Abstract: Dimensionality reduction (DR) is frequently applied during the analysis of high-dimensional data. Both a means of denoising and simplification, it can be beneficial for the majority of modern biological datasets, in which it’s not uncommon… read more here.
Keywords: high dimensional; dimensionality; dimensional data; dimensionality reduction ... See more keywords
Ten quick tips for computational analysis of medical images
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DOI: 10.1371/journal.pcbi.1010778
Abstract: Medical imaging is a great asset for modern medicine, since it allows physicians to spatially interrogate a disease site, resulting in precise intervention for diagnosis and treatment, and to observe particular aspect of patients’ conditions… read more here.
Keywords: analysis medical; ten quick; quick tips; medical images ... See more keywords