EVALUATING THE STABILITY OF A JOINT IN THE FOOT AND ANKLE COMPLEX VIA WEIGHT-BEARING MEDICAL IMAGING
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United States of America Patent
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Aug 31, 2023
app pub date -
Jul 7, 2021
filing date -
Jul 7, 2020
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Abstract
Systems and methods are provided for evaluating a stability of a joint within the foot and ankle complex of a subject. The subject is instructed to assume a position in which the joint is bearing weight, and a three-dimensional medical image of the joint comprising a sequence of two-dimensional image slices is captured at a scanner. The sequence of two-dimensional image slices is provided to a predictive model, comprising an artificial neural network having at least one convolutional layer. A clinical parameter representing the stability of the joint at the predictive model is determined from at least the sequence of two-dimensional image slices.
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