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Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals.

, , , , , , и . J. Biomed. Informatics, (сентября 2023)

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Alejandro Reyes Martin

Renate Reyes

Raul Reyes-Araiza

Marqueza Reyes

Gerardo Reyes Guzmán

 

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Smart Containers Schedulers for Microservices Provision in Cloud-Fog-IoT Networks. Challenges and Opportunities., , , , и . Sensors, 20 (6): 1714 (2020)Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals., , , , , и . Comput. Methods Programs Biomed., (2022)Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals., , , , , , и . J. Biomed. Informatics, (сентября 2023)Multiple Instrument Mixtures Source Separation Evaluation Using Instrument-Dependent NMF Models., , , , и . LVA/ICA, том 7191 из Lecture Notes in Computer Science, стр. 380-387. Springer, (2012)Low delay audio coder using adaptive vector quantization., , , и . EUSIPCO, стр. 1-4. IEEE, (2000)Improving multiple-F0 estimation by onset detection for polyphonic music transcription., , , , и . MMSP, стр. 7-12. IEEE, (2010)Audio Coding Improvement Using Evolutionary Speech/Music Discrimination., , , и . FUZZ-IEEE, стр. 1-6. IEEE, (2007)A Comparative Analysis of Time-frequency Decompositions in Polyphonic Pitch Estimation., , , , , и . SIGMAP, стр. 145-150. SciTePress, (2010)Polyphonic transcription based on temporal evolution of spectral similarity of gaussian mixture models., , , и . EUSIPCO, стр. 10-14. IEEE, (2009)Parametric audio coding based on adaptive signal models., , , , и . EUSIPCO, стр. 1645-1648. IEEE, (2004)