DETERMINING A CLINICAL PARAMETER VIA EVALUATION OF SEQUENTIAL MEDICAL IMAGES

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United States of America Patent

APP PUB NO 20230260113A1
SERIAL NO

18015021

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Systems and methods are provided for determining a clinical parameter via evaluation of sequential medical images. A sequence of at least three medical images for a patient are captured at a scanner. A set of at least two difference images are generated from the sequence of at least three medical images. Each difference image represents a difference in content between two adjacent images in the sequence of at least three medical images. The set of at least two difference images are provided to a predictive model. The predictive model includes an artificial neural network having at least one convolutional layer. A clinical parameter for the patient is determined at the predictive model from at least the set of at least two difference images.

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Patent OwnerAddress
MASSACHUSETTS GEN HOSPITAL55 FRUIT STREET BOSTON MASSACHUSETTS 02114 02114

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Borjali, Alireza Somerville, US 2 0
Muratoglu, Orhun K Carnbridge, US 89 2461
Varadarajan, Kartik Mangudi Acton, US 19 135

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