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Automated recognition and analysis of body bending behavior in C. elegans
BackgroundLocomotion behaviors of Caenorhabditis elegans play an important role in drug activity screening, anti-aging research, and toxicological...
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Automated System for Comprehensive Plant Disease Analysis
This chapter highlights the importance of automated plant disease analysis for agricultural enhancement. It addresses two critical challenges:... -
Versatile and automated workflow for the analysis of oligodendroglial calcium signals
Although intracellular Ca 2+ signals of oligodendroglia, the myelin-forming cells of the central nervous system, regulate vital cellular processes...
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An automated, low-latency environment for studying the neural basis of behavior in freely moving rats
BackgroundBehavior consists of the interaction between an organism and its environment, and is controlled by the brain. Brain activity varies at...
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Automated content analysis as a tool to compare content in sexual selection research with examples of sexual selection in evolutionary biology textbooks: implications for teaching the nature of science
BackgroundWe used college-level evolution textbooks to examine the presentation of sexual selection research—a field with ongoing debates related to...
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Automated recognition and analysis of head thrashes behavior in C. elegans
BackgroundLocomotive behaviors are a rapid evaluation indicator reflecting whether the nervous system of worms is damaged, and has been proved to be...
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TrackUSF, a novel tool for automated ultrasonic vocalization analysis, reveals modified calls in a rat model of autism
BackgroundVarious mammalian species emit ultrasonic vocalizations (USVs), which reflect their emotional state and mediate social interactions. USVs...
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A deep learning-based toolbox for Automated Limb Motion Analysis (ALMA) in murine models of neurological disorders
In neuroscience research, the refined analysis of rodent locomotion is complex and cumbersome, and access to the technique is limited because of the...
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Analysis of Antennal Responses to Motion Stimuli in the Honey Bee by Automated Tracking Using DeepLabCut
Considering recent developments in gene manipulation methods for honey bees, establishing simple and robust assay systems which can analyze...
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New dimension in leaf stomatal behavior analysis: a robust method with machine learning approach
Stomata are specialized pores that play a vital role in gas exchange and photosynthesis. Microscopic images are often used to assess stomatal...
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Monitoring of drought stress and transpiration rate using proximal thermal and hyperspectral imaging in an indoor automated plant phenoty** platform
BackgroundThermography is a popular tool to assess plant water-use behavior, as plant temperature is influenced by transpiration rate, and is...
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DVT: a high-throughput analysis pipeline for locomotion and social behavior in adult Drosophila melanogaster
BackgroundDrosophila melanogaster is excellent animal model for understanding the molecular basis of human neurological and motor disorders. The...
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Low-cost and automated phenoty** system “Phenomenon” for multi-sensor in situ monitoring in plant in vitro culture
BackgroundThe current development of sensor technologies towards ever more cost-effective and powerful systems is steadily increasing the application...
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Falling Damage Behavior Analysis and Degree Prediction for Wooden Pallet Based on Piezoelectric Effect and Acoustic Emission
Wooden pallets can straightforwardly sustain fractures during storage and transportation. This shortens their service life. To minimize the economic...
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Evaluating habitat-specific interference in automated radio telemetry systems: implications for animal movement studies
Automated radio telemetry systems have become a popular and invaluable tool in tracking the activity and movement of wild animals. However, many...
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Distributing transmitters to maximize population-level representativeness in automated radio telemetry studies of animal movement
Telemetry is a powerful and indispensable tool for evaluating wildlife movement and distribution patterns, particularly in systems where...
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Recording and Quantifying C. elegans Behavior
Studies of C. elegans behavior have been crucial in identifying genetic pathways that control nervous system development and function, as well as... -
Towards automated detection of hyperhydricity in plant in vitro culture
Hyperhydricity (HH) is one of the most important physiological disorders that negatively affects various plant tissue culture techniques. The...
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Cerebellar contributions to a brainwide network for flexible behavior in mice
The cerebellum regulates nonmotor behavior, but the routes of influence are not well characterized. Here we report a necessary role for the posterior...
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Machine learned daily life history classification using low frequency tracking data and automated modelling pipelines: application to North American waterfowl
BackgroundIdentifying animal behaviors, life history states, and movement patterns is a prerequisite for many animal behavior analyses and effective...