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/Apparatus And Method For Determining State Of Pulmonary Congestion By Using Artificial Intelligence Analysis
Abstract

Disclosed are an apparatus and a method for determining the state of pulmonary congestion by using artificial intelligence analysis. The apparatus for determining the state of pulmonary congestion by using artificial intelligence analysis, according to an embodiment, may comprise: a data reception unit that receives speech data from a user; a data preprocessing unit that extracts, from the received speech data, partial speech data corresponding to a portion of the speech data by using windowing processing, and converts the extracted partial speech data into a spectrogram; and a pulmonary congestion state determination unit that outputs, by using the spectrogram and a neural network-based pulmonary congestion state determination model, determination data including pulmonary congestion state information about the user.

Full Text

What is claimed is:

Disclosed are an apparatus and a method for determining the state of pulmonary congestion by using artificial intelligence analysis. The apparatus for determining the state of pulmonary congestion by using artificial intelligence analysis, according to an embodiment, may comprise: a data reception unit that receives speech data from a user; a data preprocessing unit that extracts, from the received speech data, partial speech data corresponding to a portion of the speech data by using windowing processing, and converts the extracted partial speech data into a spectrogram; and a pulmonary congestion state determination unit that outputs, by using the spectrogram and a neural network-based pulmonary congestion state determination model, determination data including pulmonary congestion state information about the user.
Timeline
Filed
03/05/2026
Published
07/09/2026
Granted
Not Available
IPC Codes(6)
G10L 25/66:for extracting parameters related to health condition (detecting or measuring for diagnostic purposes A61B 5/00)
G06F 18/2132:based on discrimination criteria, e.g. discriminant analysis
G06N 3/045:Combinations of networks