AIMC Topic: Cell Nucleus Shape

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Machine-Learning-Based Approach to Decode the Influence of Nanomaterial Properties on Their Interaction with Cells.

ACS applied materials & interfaces Dec 29, 2020
In an nanotoxicity system, cell-nanoparticle (NP) interaction leads to the surface adsorption, uptake, and changes into nuclei/cell phenotype and chemistry, as an indicator of oxidative stress, genotoxicity, and carcinogenicity. Different types of n...
Machine Learning Animals Cell Proliferation Carbon Epithelial Cells Zonula Occludens-1 Protein Gold Metal Nanoparticles Dogs Madin Darby Canine Kidney Cells Tight Junctions Dendrimers Cell Nucleus Actin Cytoskeleton Cell Nucleus Shape
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Advances in the computational and molecular understanding of the prostate cancer cell nucleus.

Journal of cellular biochemistry Jun 20, 2018
Nuclear alterations are a hallmark of many types of cancers, including prostate cancer (PCa). Recent evidence shows that subvisual changes, ones that may not be visually perceptible to a pathologist, to the nucleus and its ultrastructural components ...
Humans Machine Learning Prognosis Tumor Microenvironment Male Epigenesis, Genetic Prostatic Neoplasms Cell Transformation, Neoplastic Image Interpretation, Computer-Assisted Genomic Instability Cell Nucleus Shape Chromatin Cell Nucleus Size
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Selective invocation of shape priors for deformable segmentation and morphologic classification of prostate cancer tissue microarrays.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Nov 12, 2014
Shape based active contours have emerged as a natural solution to overlap resolution. However, most of these shape-based methods are computationally expensive. There are instances in an image where no overlapping objects are present and applying thes...
Humans Machine Learning Algorithms Reproducibility of Results Sensitivity and Specificity Male Prostatic Neoplasms Neoplasm Grading Microscopy Image Interpretation, Computer-Assisted Pattern Recognition, Automated Image Enhancement Oligonucleotide Array Sequence Analysis Subtraction Technique Cell Nucleus Shape
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