Article
Automated morphological phenotyping using learned shape descriptors and functional maps: A novel approach to geometric morphometrics.
PLoS computational biology - 1 Jan 2023
Thomas Oshane O, Shen Hongyu, Raaum Ryan L, Harcourt-Smith William E H, Polk John D, Hasegawa-Johnson Mark
Abstract excerpt
The methods of geometric morphometrics are commonly used to quantify morphology in a broad range of biological sciences. The application of these methods to large datasets is constrained by manual landmark placement limiting the number of landmarks and introducing observer bias. To move the field forward, we need to automate morphological phenotyping in ways that capture comprehensive representations of...
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