Instruct: Identify the main category of Biorxiv papers based on the titles and abstracts
Query: MEYE: Web-app for translational and real-time pupillometry Pupil dynamics alterations have been found in patients affected by a variety of neuropsychiatric conditions, including autism. Studies in mouse models have used pupillometry for phenotypic assessment and as a proxy for arousal. Both in mice and humans, pupillometry is non-invasive and allows for longitudinal experiments supporting temporal specificity, however its measure requires dedicated setups. Here, we introduce a Convolutional Neural Network that performs on-line pupillometry in both mice and humans in a web app format. This solution dramatically simplifies the usage of the tool for non-specialist and non-technical operators. Because a modern web browser is the only software requirement, this choice is of great interest given its easy deployment and set-up time reduction. The tested model performances indicate that the tool is sensitive enough to detect both spontaneous and evoked pupillary changes, and its output is comparable with state-of-the-art commercial devices.
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The categories of this paper are: molecular
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The categories of this paper are: genetics
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The categories of this paper are: systems
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The categories of this paper are: biochemistry
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The categories of this paper are: and
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The categories of this paper are: scientific
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The categories of this paper are: zoology
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The categories of this paper are: physiology
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The categories of this paper are: microbiology
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The categories of this paper are: cognition
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The categories of this paper are: evolutionary
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The categories of this paper are: communication
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The categories of this paper are: cell
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The categories of this paper are: toxicology
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The categories of this paper are: epidemiology
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The categories of this paper are: pathology