METHOD AND DEVICE FOR CONVERTING CHEST RADIOLOGY DATA INTO NUMERICAL VECTOR, AND METHOD AND DEVICE FOR ANALYZING DISEASE BY USING SAME

Abstract

Exemplary implementations of the present application include a device for analyzing a disease by converting chest radiology data into numerical vectors, the device comprising: an acquisition unit for acquiring chest radiology data; an encoder, that receives the chest radiology data and uses a deep learning algorithm so as to calculate a first numerical vector; and an analysis unit, that uses the first numerical vector calculated by the encoder, so as to provide an analysis result that is information regarding disease-related analysis, prediction, or diagnosis, wherein the first numerical vector is structured data contextually including anatomical features that can be extracted from the chest radiology data, and being associated with features extracted from the chest radiology data.

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