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Showing 1 to 4 of 4 for “"Bioimage Analysis"”.

  1. Smart microscopy methods for quantitative microbiology

    … question with the imaging system and advanced bioimage analysis techniques. Sources of error and bias in quantitative microbiology may arise from the imaging environment and the interaction between sample geometry and image formation. These errors are minimised through adjustments to the …

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  2. Contrastive representation learning for bioimage quantification

    … unprecedented progress towards automating the analysis and quantification of large-scale, high-resolution imaging data. However, the majority of current deep learning systems for bioimage analysis is trained with manual annotations, leading to limitations in their generalization capabilities. …

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  3. Optical imaging methods for the study of disease models from the nano to the mesoscale

    … thesis presents the development of imaging and analysis tools to study biological questions in three models of disease, with samples ranging from the sub-cellular to the organ scale. First, the role of the alpha-synuclein (a-syn) protein, whose dysfunction is a hallmark of Parkinson’s Disease, …

    cambridge Repository record for Optical imaging methods for the study of disease models from the nano to the mesoscale (opens in a new tab)

  4. Geometrical Models for 2D Morphometry in Bioimages

    … are extracted from segmented objects in bioimages, and their quality is therefore directly depend on the number of pixels composing each object. In contrast, geometrical models representing the contour of objects as continuous parametric curves are free from discretisation artefacts and …

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