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Listar por autor "Fácila Rubio, Lorenzo"

Mostrando ítems 1-7 de 7

Application of Deep Neural Network Models for Blood Pressure Classification based on Photoplethysmograpic Recordings

Cano, Jesús; Fácila, Lorenzo; Langley, Philip; Zangróniz, Roberto; Alcaraz, Raúl; Rieta, J J (IEEE, 2021-11-19)

[EN] The measurement of blood pressure (BP) in an uninterrupted and comfortable way for the subject is essential for early diagnosis and monitoring of cardiovascular diseases (CVD). In fact, hypertension is the main risk ...
Hypertension Risk Assessment from Photoplethysmographic Recordings Using Deep Learning Classifiers

Cano, Jesús; Bertomeu-González, Vicente; Fácila, Lorenzo; Zangróniz, Roberto; Alcaraz, Raúl; Rieta, J J (2021-09-15)

[EN] Regular monitoring of blood pressure (BP) is essential for early detection of cardiovascular diseases caused by hypertension, a potentially deadly condition without symptoms in its first stages. This study investigates ...
Improved Hypertension Risk Assessment with Photoplethysmographic Recordings Combining Deep Learning and Calibration

Cano-Serrano, Jesús; Bertomeu-González, Vicente; Fácila, Lorenzo; Hornenro, Fernando; Alcaraz, Raúl; Rieta, J J (MDPI AG, 2023-12-18)

[EN] Hypertension, a primary risk factor for various cardiovascular diseases, is a global health concern. Early identification and effective management of hypertensive individuals are vital for reducing associated health ...
Is Short-Term Heart Rate Variability Good Enough to Predict Vascular Events in Hypertensive Patients?

Tornero, Roberto; Fácila, Lorenzo; Bertomeu-González, Vicente; Zangróniz, Roberto; Alcaraz, Raúl; Rieta, J J (IEEE, 2021-11-19)

[EN] Vascular events are the main cause of premature death and disability in the developed countries, where there is great interest in the development of computational tools for their early detection. A very relevant ...
Short-Term Changes in Left and Right Ventricular Cardiac Magnetic Resonance Feature Tracking Strain Following Ferric Carboxymaltose in Patients With Heart Failure: A Substudy of the Myocardial-IRON Trial

del Canto Serrano, Irene; Santas, Enrique; Cardells, Ingrid; Miñana, Gema; Palau, Patricia; Llàcer, Pau; Fácila, Lorenzo; López-Vilella, Raquel; Almenar, Luis; Bodí, Vicent; López-Lereu, Maria P.; Monmeneu, Jose V.; Sanchis, Juan; Moratal, David; Maceira, Alicia M. (John Wiley & Sons, 2022-04-05)

[EN] BACKGROUND: The mechanisms explaining the clinical benefits of ferric carboximaltose (FCM) in patients with heart failure, reduced or intermediate left ventricular ejection fraction, and iron deficiency remain not ...
The Dissimilar Impact in Atrial Substrate Modification of Left and Right Pulmonary Veins Isolation after Catheter Ablation of Paroxysmal Atrial Fibrillation

Vraka, Aikaterini; Bertomeu-González, Vicente; Fácila, Lorenzo; Moreno-Arribas, José; Alcaraz, Raul; Rieta, J J (MDPI AG, 2022-03)

[EN] Since the discovery of pulmonary veins (PVs) as foci of atrial fibrillation (AF), the commonest cardiac arrhythmia, investigation revolves around PVs catheter ablation (CA) results. Notwith-standing, CA process itself ...
The Relevance of Calibration in Machine Learning-Based Hypertension Risk Assessment Combining Photoplethysmography and Electrocardiography

Cano, Jesús; Fácila, Lorenzo; Gracia-Baena, Juan M.; Zangróniz, Roberto; Alcaraz, Raúl; Rieta, J J (MDPI AG, 2022-05)

[EN] The detection of hypertension (HT) is of great importance for the early diagnosis of cardiovascular diseases (CVDs), as subjects with high blood pressure (BP) are asymptomatic until advanced stages of the disease. The ...