US 2025/0143619 A1 · PREDICTION SYSTEM OF SIGNIFICANT CONGENITAL HEART DISEASE IN INFANTS AND OPERATION METHOD THEREOF AND NON-TRANSITORY COMPUTER READABLE MEDIUM

Abstract

The present disclosure provides an operation method of a prediction system of significant congenital heart disease in infants in infants, which includes steps as follows. The continuous wavelet transformation is performed on the electrocardiogram to obtain the processed electrocardiogram; the processed electrocardiogram is oversampled to obtain multiple electrocardiogram segments; the transfer learning through multiple pre-trained models based on the multiple electrocardiogram segments is used to establish a significant congenital heart disease model.

Claims15

Dependent claims

A prediction system of a significant congenital heart disease in infants, comprising:

a storage device configured to store at least one instruction and at least one electrocardiogram, and an original format of the at least one electrocardiogram being a first format;
and
a processor coupled to the storage device, and the processor configured to access and execute the at least one instruction for:
converting the first format into a second format, so that the at least one electrocardiogram has the second format;
performing a continuous wavelet transformation on the at least one electrocardiogram having the second format to obtain at least one processed electrocardiogram;
performing an oversampling on the at least one processed electrocardiogram to obtain a plurality of electrocardiogram segments;
and
using a transfer learning through a plurality of pre-trained models based on the plurality of the electrocardiogram segments to establish a significant congenital heart disease model.

5 more elements

An operation method of a prediction system of a significant congenital heart disease in infants, and the operation method, comprising steps of:

performing a continuous wavelet transformation on at least one electrocardiogram to obtain at least one processed electrocardiogram;
performing an oversampling on the at least one processed electrocardiogram to obtain a plurality of electrocardiogram segments;
and
using a transfer learning through a plurality of pre-trained models based on the plurality of the electrocardiogram segments to establish a significant congenital heart disease model.

1 more element

A non-transitory computer readable medium to store a plurality of instructions for commanding a computer to execute an operation method, and the operation method comprising steps of:

performing a continuous wavelet transformation on at least one electrocardiogram to obtain at least one processed electrocardiogram;
performing an oversampling on the at least one processed electrocardiogram to obtain a plurality of electrocardiogram segments;
and
using a transfer learning through a plurality of pre-trained models based on the plurality of the electrocardiogram segments to establish a significant congenital heart disease model.

1 more element

Dependencies are inferred from the claim text.

Prediction system of significant congenital heart disease in infants and operation method thereof and non-transitory computer readable medium

Life of this patent

Prediction system of significant congenital heart disease in infants and operation method thereof and non-transitory computer readable medium

Life of this patent

Abstract

Claims15