Nature

An explainable and accurate transformer-based deep learning model for wheeze classification utilizing real-world pediatric data

Auscultation is a method that involves listening to sounds from the patient’s body, mainly using a stethoscope, to diagnose diseases. The stethoscope allows for non-invasive, real-time diagnosis, and ...
Nature

Sensitivity analysis of data augmentation methods on performance of deep learning model for lung sounds classification

Physicians can distinguish between abnormal and normal lung conditions more easily with the help of an AI stethoscope. A well-trained deep learning model (DLM) for lung sounds classification is the ...