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Nuovi fattori per la classificazione automatica dei segnali ECG
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ISBN10: 3841637973
ISBN13: 9783841637970
Publisher: Edizioni Sapienza
Published: Apr 28 2025
Pages: 116
Weight: 0.36
Height: 0.28 Width: 6.00 Depth: 9.00
Language: Italian
ISBN13: 9783841637970
Publisher: Edizioni Sapienza
Published: Apr 28 2025
Pages: 116
Weight: 0.36
Height: 0.28 Width: 6.00 Depth: 9.00
Language: Italian
Questo libro illustra una metodologia innovativa per la generazione automatica, la categorizzazione, la simulazione, l'ottenimento di dati ECG in tempo reale, il filtraggio e l'elaborazione del segnale ECG, l'estrazione di caratteristiche, l'equivalenza tra diversi algoritmi e tecniche di analisi del segnale ECG, il rilevamento di anomalie di qualsiasi tipo nell'ECG, il calcolo della frequenza di battito utilizzando MATLAB. Viene proposta una metodologia per la categorizzazione e la classificazione automatica delle aritmie cardiache e dei normali ritmi sinusali, basata sulla simulazione in Matlab. Il libro tratta l'ingegneria biomedica e descrive in dettaglio i diversi tipi di segnali ECG. La simulazione di sistemi dinamici è uno dei compiti computazionali più impegnativi a causa della complessità numerica e dei tempi di simulazione. La simulazione è stata eseguita in MATLAB per vari set di input, come segnali ECG normali (sinusali), bradicardia, tachicardia e condizioni di stress. In questo modo, un paziente cardiopatico può essere identificato rilevando i suoi livelli di energia ECG e confrontandoli con quelli di un ECG di una persona normale. Questo metodo può essere utilizzato anche per identificare altri disturbi cardiaci.
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