Due to electronic medical records, it is not uncommon for patients to receive their radiological reports before their physicians do. The terms on results reports are often complex and advanced, as the ...
National Institute of Respiratory Diseases-Mexico (INER), Mexico City, Mexico The final, formatted version of the article will be published soon. Pleural effusion, an atypical accumulation of fluid in ...
lung-sound-analysis/ ├── config/ │ └── config.yaml # Tüm konfigürasyonlar ├── data/ │ ├── raw/ # Ham ICBHI verileri (buraya koyun) │ ├── processed/ # İşlenmiş veriler │ └── splits/ # Train/val/test ...
Abstract: The classification of lung sounds is critical for early diagnosis and monitoring of respiratory diseases. However, existing deep learning models struggle with highly imbalanced datasets and ...
Auscultation of respiratory sounds is the primary tool for screening and diagnosing lung diseases. Automated analysis, coupled with digital stethoscopes, can play a crucial role in enabling ...
Background Heart auscultation is a widely used and cost-effective clinical tool for detecting valvular heart disease (VHD), particularly in primary care. However, existing evidence on its diagnostic ...
This repository implements a hybrid deep learning framework for automatic multi-class lung disease detection from respiratory sounds. The model integrates deep audio features (mel-spectrogram + ...
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