Automated evaluation of sperm morphology

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United States of America Patent

PATENT NO 11926809
APP PUB NO 20210374952A1
SERIAL NO

17281093

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Abstract

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Systems and methods are provided for provided for automatic evaluation of sperm morphology. An image of a semen sample is obtained, and at least a portion of the image is provided to a convolutional neural network classifier. The convolutional neural network classifier evaluates the portion of the image to assign to the portion of the image a set of likelihoods that the portion of the image belongs to a plurality of output classes representing the morphology of sperm within the portion of the image. A metric is assigned to the semen sample based on the likelihoods assigned by the convolutional neural network.

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Patent Owner(s)

Patent OwnerAddress
BRIGHAM AND WOMEN'S HOSPITAL INC75 FRANCIS STREET BOSTON MA 02115

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Kanakasabapathy, Manoj Kumar Boston, US 9 6
Shafiee, Hadi Boston, US 16 93
Thirumalaraju, Prudhvi Watertown, US 9 6

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