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Deep learning performance for detection and classification of microcalcifications on mammography

Abstract Background Breast cancer screening through mammography is crucial for early detection, yet the demand for mammography services surpasses the capacity of radiologists. Artificial intelligence (AI) can assist in evaluating microcalcifications on mammography. We developed and tested an AI mode...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Filippo Pesapane, Chiara Trentin, Federica Ferrari, Giulia Signorelli, Priyan Tantrige, Marta Montesano, Crispino Cicala, Roberto Virgoli, Silvia D’Acquisto, Luca Nicosia, Daniela Origgi, Enrico Cassano
Format: Artigo
Sprache:Inglês
Veröffentlicht: SpringerOpen 2023-11-01
Schriftenreihe:European Radiology Experimental
Schlagworte:
Artificial intelligence
Machine learning
Mammography
Microcalcifications
Neural networks (computer)
Online-Zugang:https://doi.org/10.1186/s41747-023-00384-3
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