Recently, medical radiology has undergone significant improvements in patient management due to advancements in image acquisition by the last generation of machines, data processing, and the integration of artificial intelligence. In this way, cardiovascular imaging is one of the fastest-growing radiological subspecialties. In this study, a compressive review was focused on addressing how and why CT and MR have gained a I class indication in most cardiovascular diseases, and the potential impact of tissue and functional characterization by CT photon counting, quantitative MR mapping, and 4-D flow. Regarding rectal imaging, advances in cancer imaging using diffusion-weighted MRI sequences for identifying residual disease after neoadjuvant chemoradiotherapy and [18F] FDG PET/MRI were provided for high-resolution anatomical and functional data in oncological patients. The results present a large overview of the approach to the imaging of diffuse and focal liver diseases by US elastography, contrast-enhanced US, quantitative MRI, and CT for patient risk stratification. Italy is currently riding the wave of these improvements. The development of large networks will be crucial to create high-quality databases for patient-centered precision medicine using artificial intelligence. Dedicated radiologists with specific training and a close relationship with the referring clinicians will be essential human factors.

Medical Radiology in Italy: Current Progress / Pepe, Alessia; Crimì, Filippo; Vernuccio, Federica; Cabrelle, Giulio; Lupi, Amalia; Zanon, Chiara; Gambato, Sebastiano; Perazzolo, Anna; Quaia, Emilio. - In: DIAGNOSTICS. - ISSN 2075-4418. - (2023). [10.20944/preprints202306.1279.v1]

Medical Radiology in Italy: Current Progress

Chiara Zanon
;
2023

Abstract

Recently, medical radiology has undergone significant improvements in patient management due to advancements in image acquisition by the last generation of machines, data processing, and the integration of artificial intelligence. In this way, cardiovascular imaging is one of the fastest-growing radiological subspecialties. In this study, a compressive review was focused on addressing how and why CT and MR have gained a I class indication in most cardiovascular diseases, and the potential impact of tissue and functional characterization by CT photon counting, quantitative MR mapping, and 4-D flow. Regarding rectal imaging, advances in cancer imaging using diffusion-weighted MRI sequences for identifying residual disease after neoadjuvant chemoradiotherapy and [18F] FDG PET/MRI were provided for high-resolution anatomical and functional data in oncological patients. The results present a large overview of the approach to the imaging of diffuse and focal liver diseases by US elastography, contrast-enhanced US, quantitative MRI, and CT for patient risk stratification. Italy is currently riding the wave of these improvements. The development of large networks will be crucial to create high-quality databases for patient-centered precision medicine using artificial intelligence. Dedicated radiologists with specific training and a close relationship with the referring clinicians will be essential human factors.
2023
cardiovascular imaging; computed tomography; liver imaging; magnetic resonance imaging; rectal imaging; ultrasound
01 Pubblicazione su rivista::01g Articolo di rassegna (Review)
Medical Radiology in Italy: Current Progress / Pepe, Alessia; Crimì, Filippo; Vernuccio, Federica; Cabrelle, Giulio; Lupi, Amalia; Zanon, Chiara; Gambato, Sebastiano; Perazzolo, Anna; Quaia, Emilio. - In: DIAGNOSTICS. - ISSN 2075-4418. - (2023). [10.20944/preprints202306.1279.v1]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1756090
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