Encoding Cardiopulmonary Exercise Testing Time Series as Images for Classification using Convolutional Neural Network

1 code implementation • 26 Apr 2022 • Yash Sharma, Nick Coronato, Donald E. Brown

Exercise testing has been available for more than a half-century and is a remarkably versatile tool for diagnostic and prognostic information of patients for a range of diseases, especially cardiovascular and pulmonary.

Time Series Time Series Analysis