AIMC Topic: Microscopy, Video

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3D+t Multifocal Imaging Dataset of Human Sperm.

Scientific data May 18, 2025
Understanding human fertility requires dynamic and three-dimensional (3D) analysis of sperm movement, which extends beyond the capabilities of traditional datasets focused primarily on two-dimensional sperm motility or static morphological characteri...
Humans Male Sperm Motility Sperm Capacitation Microscopy, Video Imaging, Three-Dimensional Spermatozoa
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Enhancing yeast cell tracking with a time-symmetric deep learning approach.

NPJ systems biology and applications Mar 13, 2025
Accurate tracking of live cells using video microscopy recordings remains a challenging task for popular state-of-the-art image processing-based object tracking methods. In recent years, many applications have attempted to integrate deep-learning fra...
Algorithms Cell Tracking Image Processing, Computer-Assisted Microscopy, Video Saccharomyces cerevisiae Deep Learning
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Detecting cells in intravital video microscopy using a deep convolutional neural network.

Computers in biology and medicine Nov 21, 2020
The analysis of leukocyte recruitment in intravital video microscopy (IVM) is essential to the understanding of inflammatory processes. However, because IVM images often present a large variety of visual characteristics, it is hard for an expert huma...
Humans Neural Networks, Computer Microscopy Microscopy, Video Machine Learning Image Processing, Computer-Assisted
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CytoCensus, mapping cell identity and division in tissues and organs using machine learning.

eLife May 19, 2020
A major challenge in cell and developmental biology is the automated identification and quantitation of cells in complex multilayered tissues. We developed CytoCensus: an easily deployed implementation of supervised machine learning that extends conv...
Microscopy, Video Organoids Drosophila melanogaster Cell Division Tissue Culture Techniques Time-Lapse Imaging Animals, Genetically Modified Automation Zebrafish Embryo, Mammalian Machine Learning Phenotype Brain Female Male Time Factors Larva Image Processing, Computer-Assisted Reproducibility of Results Animals Mice Mutation Retina
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Phenotypic Antimicrobial Susceptibility Testing with Deep Learning Video Microscopy.

Analytical chemistry May 3, 2018
Timely determination of antimicrobial susceptibility for a bacterial infection enables precision prescription, shortens treatment time, and helps minimize the spread of antibiotic resistant infections. Current antimicrobial susceptibility testing (AS...
Microbial Sensitivity Tests Phenotype Urine Humans Microscopy, Video Deep Learning Urinary Tract Infections Anti-Bacterial Agents
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Automated detection of apoptotic bodies and cells in label-free time-lapse high-throughput video microscopy using deep convolutional neural networks.

Bioinformatics (Oxford, England) Oct 3, 2023
MOTIVATION: Reliable label-free methods are needed for detecting and profiling apoptotic events in time-lapse cell-cell interaction assays. Prior studies relied on fluorescent markers of apoptosis, e.g. Annexin-V, that provide an inconsistent and lat...
Humans Annexins Time-Lapse Imaging Microscopy, Video Neural Networks, Computer Extracellular Vesicles
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Embryo through the lens: from time-lapse cinematography to artificial intelligence.

Fertility and sterility Feb 1, 2020
"Once a new technology rolls over you, if you're not part of the steamroller, you're part of the road." -Stewart Brand.
Pregnancy Female Humans Artificial Intelligence Time Factors Time-Lapse Imaging Embryo, Mammalian Image Processing, Computer-Assisted Microscopy, Video Embryo Culture Techniques Fertilization in Vitro Animals Male
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