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Our algorithm analyzes and extracts cellular morphological features from low resolution microscopic images.
The montages are loaded into the open-source image software CellProfiler that we use to segment the cells' brightfield images and to extract morphological features from the images.
The crack resistance behaviour was correlated to the morphological features from transmission electron microscopy (TEM) and small angle X-ray scattering (SAXS) and to the phase miscibility characteristics as revealed from the nature of the tan δ peak in dynamic mechanical analysis curves.
These algorithms derive morphological features from a set of biological neurons and recreate each synthesized cell independently with little or no information about the surrounding space.
Huang et al. [15] extracted nineteen morphological features from 118 breast ultrasound images and using support vector machine(SVM) classifier, they achieved an AZ of 0.909.
We have extracted the thirty nine textural and five morphological features from each region of interest (ROI) of breast ultrasound images in the entire database using an automated segmentation method.
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Therefore, this paper segments the given image into lumen, epithelial nuclei, and nonepithelial nuclei and extracts the morphological features for diagnosing PDAC from the segmented objects.
Here we demonstrate label-free prediction of DNA content and quantification of the mitotic cell cycle phases by applying supervised machine learning to morphological features extracted from brightfield and the typically ignored darkfield images of cells from an imaging flow cytometer.
Previous methods mostly relied on morphological features available from teeth or skeletal parts.
The only notable morphological features, apart from a shipwreck at the bottom of a scour, were a number of circular depressions of around 0.5 m depth (Fig. 3c,d).
We report the clinicopathologic, immunohistochemical, and molecular data of 7 adult papillary tumors with morphological features distinct from type 1 or 2 PRCC.
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