Koninklijke Philips Corporation N.V.

Shubham Patil

Alvin Chen

Naveen Balaraju

A method () for analyzing ultrasound image data, comprising: (i) receiving () ultrasound image data for a patient, comprising at least one lung-related clinical feature; (ii) selecting () a first clinical feature; (iii) analyzing (), using an image processing algorithm, the ultrasound image data to extract one or more image parameters of the selected clinical feature, wherein the image processing algorithm is defined to analyze the selected clinical feature; (iv) analyzing (), using a trained machine learning algorithm, the ultrasound image data to extract one or more learned parameters of the selected clinical feature, wherein the trained machine learning algorithm is trained to analyze the selected clinical feature; (v) combining () the image parameters and the learned parameters to generate a final lung-related clinical feature analysis; and (vi) providing () the generated final lung-related clinical feature analysis.

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Cambridge, MA, United States of America

Shubham Patil