Lung auscultation has long been used as a valuable medical tool to assess respiratory
health and has gotten a lot of attention in recent years, notably following the coronavirus …

Recently, assistive explanations for difficulties in the health check area have been made
viable thanks in considerable portion to technologies like deep learning and machine …

Respiratory sound contains crucial information for the early diagnosis of fatal lung diseases.
Since the COVID-19 pandemic, there has been a growing interest in contact-free medical …

Abstract Background: The World Health Organization (WHO) establishes as a top priority the
early detection of respiratory diseases. This detection could be performed by means of …

Methods based on supervised learning using annotations in an end-to-end fashion have
been the state-of-the-art for classification problems. However, they may be limited in their …

The use of computer-based automated approaches and improvements in lung sound
recording techniques have made lung sound-based diagnostics even better and devoid of …

Auscultation is an essential part of clinical examination since it is an inexpensive,
noninvasive, safe, and one of the oldest diagnostic techniques used to diagnose various …

Respiratory diseases are among the leading causes of death, with many individuals in a
population frequently affected by various types of pulmonary disorders. Early diagnosis and …

Abstract In Machine Learning, new architectures are continually proposed, making difficult to
evaluate which configurations better fit specific fields and tasks. The most reliable way to …

Methods based on supervised learning using annotations in an end-to-end fashion have
been the state-of-the-art for classification problems. However, they may be limited in their …