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Radiomics: a primer on high-throughput image phenotyping
Abdominal Radiology, 2021Radiomics is a high-throughput approach to image phenotyping. It uses computer algorithms to extract and analyze a large number of quantitative features from radiological images. These radiomic features collectively describe unique patterns that can serve as digital fingerprints of disease.
Kyle J. Lafata +4 more
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High-Throughput Phenotyping of Plant Shoots
2012Advances in automated plant handling and image acquisition now make it possible to use digital imaging for the high-throughput phenotyping of plants. Various traits can be extracted from individual images. However, the potential of this technology lies in the acquisition of time series.
Berger, B., de Regt, S., Tester, M.
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Nature Methods, 2009
Automated methods to score phenotypes in model organisms continue to develop and will permit previously inaccessible areas of biology to be probed.
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Automated methods to score phenotypes in model organisms continue to develop and will permit previously inaccessible areas of biology to be probed.
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High-Throughput Biochemical Phenotyping for Plants
2013Abstract There is an urgent need in low cost and fast technologies that enable the exploration of natural or induced biodiversity in plants. Biochemical phenotyping is often considered as particularly promising to identify given analytes that are linked to desirable plant phenotypes and that could be used as markers for plant performance.
Menard, Guillaume +8 more
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High-Throughput Phenotypic Profiling
2021Presentation to the U.S. EPA ORD, CSS Research Program Board of Scientific Counselors (BOSC) Chemical Safety Subcommittee Meeting February ...
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High-Throughput Phenotyping of Root Growth Dynamics
2012Plant organ phenotyping by noninvasive video imaging techniques provides a powerful tool to assess physiological traits, circadian and diurnal rhythms, and biomass production. In particular, growth of individual plant organs is known to exhibit a high plasticity and occurs as a result of the interaction between various endogenous and environmental ...
Yazdanbakhsh, N., Fisahn, J.
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HIGH THROUGHPUT PHENOTYPING IN PLANTS
2022The need for the quantitative analysis of structure, organization and function of huge number of plans is accepted by the plant research community and hyped to the growth in the demands of novel traits in crop breeding. Precision phenotyping remains a barrier despite the widespread use of next-generation sequencing and SNP genotyping technologies ...
Dr. Ankit R. Chaudhary +3 more
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Plant chip for high-throughput phenotyping of Arabidopsis
Lab Chip, 2014A vertical microfluidic plant chip technology is developed to establish a powerful experimental framework for high-throughput and precise plant phenotyping.
Huawei, Jiang +3 more
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Fine-Grained Recognition in High-throughput Phenotyping
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2020Fine-Grained Recognition aims to classify sub-category objects such as bird species and car models from imagery. In High-throughput Phenotyping, the required task is to classify individual plant cultivars to assist plant breeding, which has posed three challenges: 1) it is easy to overfit complex features and models, 2) visual conditions change during ...
Beichen Lyu +2 more
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A ground based platform for high throughput phenotyping
Computers and Electronics in Agriculture, 2017Abstract The objective of this effort was to evaluate current commercially-available sensor technology (three sonic ranging and two NDVI sensors) for use in a ground-based platform for plant phenotyping and crop management decisions. The Global Positioning System (GPS) receiver from Trimble provided a high level of accuracy during our tests ...
Juan Enciso +4 more
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