Tunghai University

Taichung Veterans General Hospital

Hui-Chiao Yang

Chieh-Liang Wu

Ta-Chun Hung

Min-Shian Wang

Yan-Nan Lin

Chien-Lun Liao

Kai-Chih Pai

Lun-Chi Chen

Ruey-Kai Sheu

Yu-Jen Huang

Ming-Cheng Chan

Wen-Cheng Chao

A respiratory status classifying method is for classifying as one of at least two respiratory statuses and includes an original physiological parameter inputting step, an original chest image inputting step, a characteristic physiological parameter generating step, a characteristic chest image generating step, a training step and a classifier generating step. The characteristic chest image generating step includes processing at least a part of the original chest images, segmenting images of a left lung, a right lung and a heart from each of the original chest images that are processed, and enhancing image data of the images being segmented, so as to generate a plurality of characteristic chest images. The training step includes training two respiratory status classifiers using a plurality of characteristic physiological parameters and the characteristic chest images by at least one machine learning algorithm.

Respiratory status classifying method and system thereof

Growing community of inventors

Taichung, Taiwan

Hui-Chiao Yang