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@@ -24,11 +24,11 @@ authors:
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# A title to describe the published resource.
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-title: "EM images for automated synaptic vesicle detection"
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+title: "Automated detection and localization of synaptic vesicles in electron microscopy images"
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# Additional information about the resource, e.g., a brief abstract.
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description: |
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- "This repository conitains 87 electron microscopy images of hippocampal murine presynaptic terminals that have been used to train, test and evaluate the performance of an algorithm for the automated detection and analysis of synaptic vesicles. It includes whole images (image_01 to image_87) and the patches derived from these images that have been used to train and test the algorithm."
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+ "This repository conitains 87 electron microscopy images of hippocampal murine presynaptic terminals that have been used to train, test and evaluate the performance of an algorithm for the automated detection and analysis of synaptic vesicles. It includes whole images (image_01 to image_87) and the patches derived from the first 50 images that have been used to train and test the algorithm. For more information see the readme file"
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# Lit of keywords the resource should be associated with.
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@@ -37,6 +37,7 @@ keywords:
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- "Neuroscience"
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- "Synapses"
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- "Synaptic vesicles"
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+ - "convolutional neural network"
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# License information for this resource. Please provide the license name and/or a link to the license.
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# Please add also a corresponding LICENSE file to the repository.
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@@ -63,7 +64,7 @@ references:
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-
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id:
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reftype: "IsSupplementTo"
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- citation: "Imbrosci B, Schmitz D, Orlando M. Automated detection and localization of synaptic vesicles in electron microscopy images. Under revision at eNeuro"
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+ citation: "Imbrosci B, Schmitz D, Orlando M. Automated detection and localization of synaptic vesicles in electron microscopy images. To date, October 2021, is under revision at eNeuro"
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