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Intelligenza artificiale in cardiologia
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ISBN10: 6208848555
ISBN13: 9786208848552
Publisher: Edizioni Sapienza
Published: Jul 13 2025
Pages: 96
Weight: 0.31
Height: 0.23 Width: 6.00 Depth: 9.00
Language: Italian
ISBN13: 9786208848552
Publisher: Edizioni Sapienza
Published: Jul 13 2025
Pages: 96
Weight: 0.31
Height: 0.23 Width: 6.00 Depth: 9.00
Language: Italian
Questo libro di testo offre un'esplorazione approfondita di come gli algoritmi di apprendimento automatico possano essere efficacemente applicati per rilevare e classificare le malattie cardiache. Partendo da una panoramica delle malattie cardiovascolari e del loro impatto globale, il libro approfondisce le caratteristiche mediche essenziali e i set di dati rilevanti per le malattie cardiache. Ogni capitolo include spiegazioni dettagliate degli algoritmi, metriche di valutazione dei modelli (come accuratezza, precisione, richiamo, punteggio F1 e ROC-AUC) e casi di studio che utilizzano set di dati disponibili pubblicamente, come il set di dati Cleveland Heart Disease. Questo libro di testo è una risorsa preziosa per studenti, ricercatori, scienziati dei dati e operatori sanitari.
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