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Browsing by Author "Sanchez Martinez, Sergio"
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Browsing by Author "Sanchez Martinez, Sergio"
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Nogueira, Mariana; Craene, Mathieu de; Sanchez Martinez, Sergio; Chowdhury, Devyani; Bijnens, Bart; Piella Fenoy, Gemma (Elsevier, 2020)Alternative stress echocardiography protocols such as handgrip exercise are potentially more favorable towards large-scale screening scenarios than those currently adopted in clinical practice. However, these are still ...
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Nogueira, Mariana; Piella Fenoy, Gemma; Sanchez Martinez, Sergio; Langet, Hélène; Saloux, Eric (Springer, 2017)In this paper, we capture patterns of response to cardiac stress-testing using a multiview dimensionality reduction technique that allows the compact representation of patient response to stress, regarding multiple features ...
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Sanchez Martinez, Sergio; Duchateau, Nicolas; Erdei, Tamas; Kunszt, Gabor; Aakhus, Svend; Degiovanni, Anna; Marino, Paolo; Carluccio, Erberto; Piella Fenoy, Gemma; Fraser, Alan G.; Bijnens, Bart (American Hearth Association, 2018)Current diagnosis of heart failure with preserved ejection fraction (HFpEF) is suboptimal. We tested the hypothesis that comprehensive machine learning (ML) of left ventricular function at rest and exercise objectively ...
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García Cañadilla, Patricia, 1985-; Sanchez Martinez, Sergio; Crispi Brillas, Fàtima; Bijnens, Bart (Karger (S. Karger AG), 2020)In fetal cardiology, imaging (especially echocardiography) has demonstrated to help in the diagnosis and monitoring of fetuses with a compromised cardiovascular system potentially associated with several fetal conditions. ...
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Cikes, Maja; Sanchez Martinez, Sergio; Claggett, Brian; Duchateau, Nicolas; Piella Fenoy, Gemma; Butakoff, Constantine; Pouleur, Anne Catherine; Knappe, Dorit; Biering‐Sørensen, Tor; Kutyifa, Valentina; Moss, Arthur; Stein, Kenneth; Solomon, Scott D.; Bijnens, Bart (Wiley, 2019)We tested the hypothesis that a machine learning (ML) algorithm utilizing both complex echocardiographic data and clinical parameters could be used to phenogroup a heart failure (HF) cohort and identify patients with ...
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Garcia Canadilla, Patricia; Sanchez Martinez, Sergio; Martí Castellote, Pablo Miki; Slorach, Cameron; Hui, Wei; Piella Fenoy, Gemma; Aguado, Ainhoa M.; Nogueira, Mariana; Mertens, Luc; Bijnens, Bart; Friedberg, Mark K. (Elsevier, 2022)AIMS: We investigated left ventricular (LV) remodeling, mechanics, systolic and diastolic function, combined with clinical characteristics and heart-failure treatment in association to death or heart-transplant (DoT) in ...
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