Search Results - "Goldberg, Ilya G"
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Tomatidine enhances lifespan and healthspan in C. elegans through mitophagy induction via the SKN-1/Nrf2 pathway
Published in Scientific reports (11-04-2017)“…Aging is a major international concern that brings formidable socioeconomic and healthcare challenges. Small molecules capable of improving the health of older…”
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2
Pattern recognition software and techniques for biological image analysis
Published in PLoS computational biology (24-11-2010)“…The increasing prevalence of automated image acquisition systems is enabling new types of microscopy experiments that generate large image datasets. However,…”
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WND-CHARM: Multi-purpose image classification using compound image transforms
Published in Pattern recognition letters (01-08-2008)“…We describe a multi-purpose image classifier that can be applied to a wide variety of image classification tasks without modifications or fine-tuning, and yet…”
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Computational image analysis of colony and nuclear morphology to evaluate human induced pluripotent stem cells
Published in Scientific reports (11-11-2014)“…Non-invasive evaluation of cell reprogramming by advanced image analysis is required to maintain the quality of cells intended for regenerative medicine. Here,…”
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5
Cockayne syndrome group A and B proteins converge on transcription-linked resolution of non-B DNA
Published in Proceedings of the National Academy of Sciences - PNAS (01-11-2016)“…Cockayne syndrome is a neurodegenerative accelerated aging disorder caused by mutations in the CSA or CSB genes. Although the pathogenesis of Cockayne syndrome…”
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6
Age-related changes of the retinal microvasculature
Published in PloS one (02-05-2019)“…Blood vessels of the retina provide an easily-accessible, representative window into the condition of microvasculature. We investigated how retinal vessel…”
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7
Bioimage informatics for experimental biology
Published in Annual review of biophysics (01-01-2009)“…Over the past twenty years there have been great advances in light microscopy with the result that multidimensional imaging has driven a revolution in modern…”
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IICBU 2008: a proposed benchmark suite for biological image analysis
Published in Medical & biological engineering & computing (01-09-2008)“…New technology for automated biological image acquisition has introduced the need for effective biological image analysis methods. These algorithms are…”
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Wndchrm - an open source utility for biological image analysis
Published in Source code for biology and medicine (08-07-2008)“…Biological imaging is an emerging field, covering a wide range of applications in biological and clinical research. However, while machinery for automated…”
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10
A rapid, high-throughput, viral infectivity assay using automated brightfield microscopy with machine learning
Published in SLAS technology (01-10-2023)“…Infectivity assays are essential for the development of viral vaccines, antiviral therapies, and the manufacture of biologicals. Traditionally, these assays…”
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11
The actin family protein ARP6 contributes to the structure and the function of the nucleolus
Published in Biochemical and biophysical research communications (21-08-2015)“…The actin family members, consisting of actin and actin-related proteins (ARPs), are essential components of chromatin remodeling complexes. ARP6, one of the…”
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12
Computational analysis of morphological and molecular features in gastric cancer tissues
Published in Cancer medicine (Malden, MA) (01-03-2020)“…Biological morphologies of cells and tissues represent their physiological and pathological conditions. The importance of quantitative assessment of…”
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Quantitative image analysis reveals distinct structural transitions during aging in Caenorhabditis elegans tissues
Published in PloS one (30-07-2008)“…Aging is associated with functional and structural declines in many body systems, even in the absence of underlying disease. In particular, skeletal muscles…”
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14
Ribosomal protein L5 facilitates rDNA-bundled condensate and nucleolar assembly
Published in Life science alliance (01-07-2022)“…The nucleolus is the site of ribosome assembly and formed through liquid-liquid phase separation. Multiple ribosomal DNA (rDNA) arrays are bundled in the…”
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15
Loss of the integral nuclear envelope protein SUN1 induces alteration of nucleoli
Published in Nucleus (Austin, Tex.) (01-03-2016)“…A supervised machine learning algorithm, which is qualified for image classification and analyzing similarities, is based on multiple discriminative…”
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Biological imaging software tools
Published in Nature methods (01-07-2012)“…Representative members of the bioimage informatics community review the computational steps and some of the primary software tools available to biologists who…”
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Predicting early symptomatic osteoarthritis in the human knee using machine learning classification of magnetic resonance images from the osteoarthritis initiative
Published in Journal of orthopaedic research (01-10-2017)“…ABSTRACT The purpose of this study is to evaluate the ability of a machine learning algorithm to classify in vivo magnetic resonance images (MRI) of human…”
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The Open Microscopy Environment (OME) Data Model and XML file: open tools for informatics and quantitative analysis in biological imaging
Published in Genome biology (01-01-2005)“…The Open Microscopy Environment (OME) defines a data model and a software implementation to serve as an informatics framework for imaging in biological…”
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Automatic detection of melanoma progression by histological analysis of secondary sites
Published in Cytometry. Part A (01-05-2012)“…We present results from machine classification of melanoma biopsies sectioned and stained with hematoxylin/eosin (H&E) on tissue microarrays (TMA). The four…”
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Quantitative measurement of aging using image texture entropy
Published in Bioinformatics (01-12-2009)“…Motivation: A key element in understanding the aging of Caenorhabditis elegans is objective quantification of the morphological differences between younger and…”
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