Systems and Methods for Identification of Pulmonary Conditions
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United States of America Patent
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Feb 10, 2022
app pub date -
Aug 10, 2021
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Aug 10, 2021
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Abstract
Systems and methods for identification of pulmonary conditions accordance with embodiments of the invention are illustrated. One embodiment includes a method for identifying pulmonary conditions in hematopoietic cell transplantation patients, include obtaining a computed tomography (CT) scan of a patient's lungs, calculating a plurality of parametric response mapping (PRM) metrics, providing the plurality of PRM metrics to a machine learning model, obtaining a classification of the CT scan as indicating whether or not the patient's lungs present with a pulmonary condition, and providing a report comprising the classification.
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