A practical solution to pseudoreplication bias in single-cell studies.
Sign Up to like & getrecommendations! Published in 2021 at "Nature communications"
DOI: 10.1038/s41467-021-21038-1
Abstract: Cells from the same individual share common genetic and environmental backgrounds and are not statistically independent; therefore, they are subsamples or pseudoreplicates. Thus, single-cell data have a hierarchical structure that many current single-cell methods do… read more here.
Keywords: single cell; bias single; solution pseudoreplication; practical solution ... See more keywords
A Practical Solution for SAR Despeckling With Adversarial Learning Generated Speckled-to-Speckled Images
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2020.3034470
Abstract: In this letter, we aim to address a synthetic aperture radar (SAR) despeckling problem with the necessity of neither clean (speckle-free) SAR images nor independent speckled image pairs from the same scene, and a practical… read more here.
Keywords: practical solution; speckled speckled; solution sar; adversarial learning ... See more keywords