/neurips-model

A CNN model designed to classify pulmonary and cardiac diseases via stethoscopic audio spectrograms.

Primary LanguagePythonMIT LicenseMIT

Continuous Detection of Pulmonary and Cardiac Diseases via Explainable Deep Learning Coupled With Wireless Physiological Monitoring

This model was created for research submitted to the NeurIPS 2024 Call for High School Projects.

Reproducability

The results found in the paper are wholly reproducable with the provided dataset (data.zip) and random states set to 42.