Integrating multimodal intelligence in heart failure: AI-driven risk prediction, precision diagnosis, phenotyping, personalized treatment, and prognosis. [PDF]
Zhang C, Yang Z, Tang YD.
europepmc +1 more source
Automated Detection of Reduced Ejection Fraction Using an ECG-Enabled Digital Stethoscope: A Large Cohort Validation. [PDF]
Guo L +17 more
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Explainable attention-based deep learning for classification and interpretation of heart murmurs using phonocardiograms. [PDF]
Althaph B, Challa NP.
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Deep Learning for Heart Sound Abnormality of Infants: Proof-of-Concept Study of 1D and 2D Representations. [PDF]
Wazed E, Lee J, Jeong H.
europepmc +1 more source
Enhanced heart sound classification using Mel frequency cepstral coefficients and comparative analysis of single vs. ensemble classifier strategies. [PDF]
Hosseinzadeh M +10 more
europepmc +1 more source
A dual branch feature extraction network for heart sound signal analysis. [PDF]
Chen H, Gu W.
europepmc +1 more source
Prediction of Left Ventricle Pressure Indices Via a Machine Learning Approach Combining ECG, Pulse Oximetry, and Cardiac Sounds: a Preclinical Feasibility Study. [PDF]
Fassina L +5 more
europepmc +1 more source
[The phonocardiogram in coronary insufficiency].
openaire +1 more source

