Awesome Heart Sound Analysis - A Survey
Heartbeat Sound Segmentation and Classification. Implemented ways to clean noisy hearbeat sounds in MATLAB and later trained ML models to classify the hearbeat sounds into diseased and normal categories
This is a repository about heart-sound research
Lightweight CNN with Attention for Heart Sound Classification
Masters Thesis: Deep Learning Based Heart Sound Classification using Multimodal Features (PyTorch)
PCG (heart sound) DSP examples: bandpass/notch filtering, FFT and spectral analysis.
Open-source AI heart murmur detection for primary care: multi-location masked-attention fusion, official PhysioNet-2022 challenge metric (s_murmur 0.70, ~median rank 20/40)
Heart/lung sound separation on HLS-CMDS using SPMamba
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