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Inicio Radiología (English Edition) Artificial intelligence in cardiovascular magnetic resonance imaging
Journal Information
Vol. 67. Issue 2.
Pages 239-247 (March - April 2025)
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1
Vol. 67. Issue 2.
Pages 239-247 (March - April 2025)
Serie: Cardiac Imaging
Artificial intelligence in cardiovascular magnetic resonance imaging
Inteligencia artificial en la imagen cardiovascular mediante resonancia magnética
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A. Castellaccio
Corresponding author
antonio.castellaccio@gmail.com

Corresponding author.
, N. Almeida Arostegui, M. Palomo Jiménez, D. Quiñones Tapia, M. Bret Zurita, E. Vañó Galván
Servicio de Resonancia Magnética y TC, Hospital Universitario Nuestra Señora del Rosario, Madrid, Spain
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Abstract

Artificial intelligence is rapidly evolving and its possibilities are endless. Its primary applications in cardiac magnetic resonance imaging have focused on: image acquisition (in terms of acceleration and quality improvement); segmentation (in terms of saving time and reproducibility); tissue characterisation (including radiomic techniques and the non-contrast assessment of myocardial fibrosis); automatic diagnosis; and prognostic stratification. The aim of this article is to attempt to provide an overview of the current situation as preparation for the significant changes currently underway or imminent in the very near future.

Keywords:
Deep learning
Machine learning
Artificial intelligence
Cardiac magnetic resonance
Gadolinium
Fibrosis
Resumen

La Inteligencia artificial está en pleno desarrollo y sus posibilidades son incalculables. Sus principales aplicaciones en la resonancia magnética cardiaca se han focalizado en: la adquisición de las imágenes (en términos de aceleración y mejoría de la calidad); la segmentación (en términos de ahorro de tiempo y reproducibilidad); la caracterización tisular (incluyendo técnicas de Radiomica y valoración de la fibrosis miocárdica sin contraste); en el diagnóstico automático y en la estratificación pronóstica. El objetivo de este artículo es intentar dar una visión de la situación actual, como preparación para los grandes cambios en curso o que vendrán a muy corto plazo.

Palabras clave:
Aprendizaje profundo
Aprendizaje automático
Inteligencia artificial
Resonancia magnética cardiaca
Gadolinio
Fibrosis

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