DETECTING BUBBLES IN IMAGES OF A SAMPLE IN WELLS OF A WELL PLATE
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United States of America Patent
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Issued Date -
Nov 30, 2023
app pub date -
May 24, 2023
filing date -
May 24, 2022
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Abstract
The present disclosure describes an apparatus, method, system, and computer program product of detecting bubbles in images of a sample in wells of a well plate. In an exemplary embodiment, In an exemplary embodiment, the computer implemented method, the system, and the computer program product include receiving, by a computer system, at least one image of at least one well of a well plate containing a liquid sample, executing, by the computer system, a set of logical operations cropping the image to include a well of interest, and executing, by the computer system, a set of logical operations processing, by a trained convolutional neural network, the cropped image, resulting in a probability that the image depicts at least one bubble.
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