AIMC Topic: Exocytosis

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Highly adaptable deep-learning platform for automated detection and analysis of vesicle exocytosis.

Nature communications Jul 12, 2025
Activity recognition in live-cell imaging is labor-intensive and requires significant human effort. Existing automated analysis tools are largely limited in versatility. We present the Intelligent Vesicle Exocytosis Analysis (IVEA) platform, an Image...
Humans Animals Deep Learning Image Processing, Computer-Assisted Rats Fluorescent Dyes Microscopy, Fluorescence Neurons Synaptic Transmission Exocytosis
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Mechano-fluorescence actuation in single synaptic vesicles with a DNA framework nanomachine.

Science robotics Dec 21, 2022
Biomimetic machines that can convert mechanical actuation to adaptive coloration in a manner analogous to cephalopods have found widespread applications at various length scales. At the nanoscale, a transmutable nanomachine with adaptive colors that ...
Robotics DNA Exocytosis Synaptic Vesicles
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A Hierarchical Convolutional Neural Network for vesicle fusion event classification.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Apr 20, 2017
Quantitative analysis of vesicle exocytosis and classification of different modes of vesicle fusion from the fluorescence microscopy are of primary importance for biomedical researches. In this paper, we propose a novel Hierarchical Convolutional Neu...
Neural Networks, Computer Microscopy, Fluorescence Normal Distribution Exocytosis
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