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O’Neill T, Kang P, Hagendorff A, Tayal B. The Clinical Applications of Left Atrial Strain: A Comprehensive Review. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:693. [PMID: 38792875 PMCID: PMC11123486 DOI: 10.3390/medicina60050693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 04/15/2024] [Accepted: 04/19/2024] [Indexed: 05/26/2024]
Abstract
Left atrial (LA) strain imaging, which measures the deformation of the LA using speckle-tracing echocardiography (STE), has emerged recently as an exciting tool to help provide diagnostic and prognostic information for patients with a broad range of cardiovascular (CV) pathologies. Perhaps due to the LA's relatively thin-walled architecture compared with the more muscular structure of the left ventricle (LV), functional changes in the left atrium often precede changes in the LV, making LA strain (LAS) an earlier marker for underlying pathology than many conventional echocardiographic parameters. LAS imaging is typically divided into three phases according to the stage of the cardiac cycle: reservoir strain, which is characterized by LA filling during systole; conduit strain, which describes LA deformation during passive LV filling; and booster strain, which provides information on the LA atrium during LA systole in late ventricular diastole. While additional large-population studies are still needed to further solidify the role of LAS in routine clinical practice, this review will discuss the current evidence of its use in different pathologies and explore the possibilities of its applications in the future.
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Affiliation(s)
- Thomas O’Neill
- Department of Internal Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, USA
| | - Puneet Kang
- Department of Internal Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, USA
| | - Andreas Hagendorff
- Department of Cardiology, Leipzig University Hospital, 04103 Leipzig, Germany;
| | - Bhupendar Tayal
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, USA
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von Roeder M, Maeder M, Wahl V, Kitamura M, Rotta Detto Loria J, Dumpies O, Rommel KP, Kresoja KP, Blazek S, Richter I, Majunke N, Desch S, Thiele H, Lurz P, Abdel-Wahab M. Prognostic significance and clinical utility of left atrial reservoir strain in transcatheter aortic valve replacement. Eur Heart J Cardiovasc Imaging 2024; 25:373-382. [PMID: 37862161 DOI: 10.1093/ehjci/jead268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 08/29/2023] [Accepted: 10/10/2023] [Indexed: 10/22/2023] Open
Abstract
AIMS Patients with diastolic dysfunction (DD) experience worse outcomes after transcatheter aortic valve replacement (TAVR). We investigated the prognostic value and clinical utility of left atrial reservoir strain (LARS) in patients undergoing TAVR for aortic stenosis (AS). METHODS AND RESULTS All consecutive patients undergoing TAVR between January 2018 and December 2018 were included if discharge echocardiography and follow-up were available. LARS was derived from 2D-speckle-tracking. Patients were grouped into three tertiles according to LARS. DD was analysed using the ASE/EACVI-algorithm. The primary outcome was a composite of all-cause death and readmission for worsening heart failure 12 months after TAVR. Overall, 606 patients were available [age 80 years, interquartile range (IQR) 77-84], including 53% women. Median LARS was 13.0% (IQR 8.4-18.3). Patients were classified by LARS tertiles [mildly impaired 21.4% (IQR 18.3-24.5), moderately impaired 13.0% (IQR 11.3-14.6), severely impaired 7.1% (IQR 5.4-8.4), P < 0.0001]. The primary outcome occurred more often in patients with impaired LARS (mildly impaired 7.4%, moderately impaired 13.4%, and severely impaired 25.7%, P < 0.0001). On adjusted multivariable Cox regression analysis, LARS tertiles [hazard ratio (HR) 0.62, 95% confidence interval (CI) 0.44-0.86, P = 0.005] and higher degree of tricuspid regurgitation (HR 1.82, 95% CI 1.23-2.98, P = 0.003) were the only significant predictors of the primary endpoint. Importantly, DD was unavailable in 56% of patients, but LARS assessment allowed for reliable prognostication regarding the primary endpoint in subgroups without DD assessment (HR 0.64, 95% CI 0.47-0.87, P = 0.003). CONCLUSION Impaired LARS is independently associated with worse outcomes in patients undergoing TAVR. LARS allows for risk stratification at discharge even in patients where DD cannot be assessed by conventional echocardiographic means.
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Affiliation(s)
- Maximilian von Roeder
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
| | - Mauritius Maeder
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
| | - Vincent Wahl
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
| | - Mitsunobu Kitamura
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
| | - Johannes Rotta Detto Loria
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
| | - Oliver Dumpies
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
| | - Karl-Philipp Rommel
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
- Cardiovascular Research Foundation, NewYork, NY, USA
| | - Karl-Patrik Kresoja
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
| | - Stephan Blazek
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
| | - Ines Richter
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
| | - Nicolas Majunke
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
| | - Steffen Desch
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
| | - Holger Thiele
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
| | - Philipp Lurz
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
- Center for Cardiology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Mohamed Abdel-Wahab
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Struempellstrasse 39, D-04289 Leipzig, Germany
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Gonzalez FA, Santonocito C, Maybauer MO, Lopes LR, Almeida AG, Sanfilippo F. Diastology in the intensive care unit: Challenges for the assessment and future directions. Echocardiography 2024; 41:e15773. [PMID: 38380688 DOI: 10.1111/echo.15773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Revised: 01/19/2024] [Accepted: 01/20/2024] [Indexed: 02/22/2024] Open
Abstract
Myocardial dysfunction is common in patients admitted to the intensive care unit (ICU). Septic disease frequently results in cardiac dysfunction, and sepsis represents the most common cause of admission and death in the ICU. The association between left ventricular (LV) systolic dysfunction and mortality is not clear for critically ill patients. Conversely, LV diastolic dysfunction (DD) seems increasingly recognized as a factor associated with poor outcomes, not only in sepsis but also more generally in critically ill patients. Despite recent attempts to simplify the diagnosis and grading of DD, this remains relatively complex, with the need to use several echocardiographic parameters. Furthermore, the current guidelines have several intrinsic limitations when applied to the ICU setting. In this manuscript, we discuss the challenges in DD classification when applied to critically ill patients, the importance of left atrial pressure estimates for the management of patients in ICU, and whether the study of cardiac dysfunction spectrum during critical illness may benefit from the integration of left ventricular and left atrial strain data to improve diagnostic accuracy and implications for the treatment and prognosis.
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Affiliation(s)
- Filipe A Gonzalez
- Intensive Care Department of Hospital Garcia de Orta, Almada, Portugal
- Centro Cardiovascular da Universidade de Lisboa, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
| | - Cristina Santonocito
- Department of Anesthesia and Intensive Care, "Policlinico-San Marco" University Hospital, Catania, Italy
| | - Marc O Maybauer
- Department of Anesthesiology, Division of Critical Care Medicine, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Luís Rocha Lopes
- Inherited Cardiac Disease Unit, Bart's Heart Centre St Bartholomew's Hospital London, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - Ana G Almeida
- Centro Cardiovascular da Universidade de Lisboa, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
| | - Filippo Sanfilippo
- Department of Anesthesia and Intensive Care, "Policlinico-San Marco" University Hospital, Catania, Italy
- Department of Surgery and Medical-Surgical Specialties, University of Catania, Catania, Italy
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4
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Remme EW, Inoue K, Smiseth OA. Machine learning in diastolic dysfunction: Left atrial strain trace superior to single points for estimation of filling pressure†. Eur Heart J Cardiovasc Imaging 2023; 25:27-28. [PMID: 37818845 PMCID: PMC10735308 DOI: 10.1093/ehjci/jead257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 10/04/2023] [Indexed: 10/13/2023] Open
Affiliation(s)
- Espen W Remme
- Institute for Surgical Research, Oslo University Hospital, Rikshospitalet, Postboks 4950 Nydalen, 0424 Oslo, Norway
- The Intervention Centre, Oslo University Hospital, Rikshospitalet, Postboks 4950 Nydalen, 0424 Oslo, Norway
| | - Katsuji Inoue
- Department of Cardiology, Pulmonology, Hypertension and Nephrology, Ehime University Graduate School of Medicine, Toon, Japan
| | - Otto A Smiseth
- Institute for Surgical Research, Division of Cardiovascular and Pulmonary Diseases, Oslo University Hospital, Rikshospitalet and University of Oslo, Oslo, Norway
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Lassen MCH, Skaarup KG, Johansen ND, Olsen FJ, Qasim AN, Jensen GB, Schnohr P, Møgelvang R, Biering-Sørensen T. Normal Values and Reference Ranges for the Ratio of Transmitral Early Filling Velocity to Early Diastolic Strain Rate: The Copenhagen City Heart Study. J Am Soc Echocardiogr 2023; 36:1204-1212. [PMID: 37390909 DOI: 10.1016/j.echo.2023.06.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 06/19/2023] [Accepted: 06/19/2023] [Indexed: 07/02/2023]
Abstract
BACKGROUND The ratio of transmitral early filling velocity to early diastolic strain rate (E/e'sr) has recently emerged as a measure of left ventricular filling pressure. Reference values are needed for this new parameter for it to be used clinically. METHODS Healthy participants from a prospective general population study, the Fifth Copenhagen City Heart Study, were assessed to establish reference values for E/e'sr derived from two-dimensional speckle-tracking echocardiography. The prevalence of abnormal E/e'sr was assessed in participants with cardiovascular risk factors or specific diseases. RESULTS The population comprised 1,623 healthy participants (median age, 45; interquartile range, 32-56; 61% female). The upper reference limit for E/e'sr in the population was 79.6 cm. Following multivariable adjustment, male participants exhibited significantly higher E/e'sr than female participants (upper reference limit for male participants, 83.7 cm; for female participants, 76.5 cm). For both sexes, E/e'sr increased in a curvilinear fashion with age such that the largest increases in E/e'sr were observed in participants >45 years. In the entire CCHS5 population with E/e'sr available (n = 3,902), increasing age, body mass index, systolic blood pressure, male sex, estimated glomerular filtration rate, and diabetes were associated with E/e'sr (all P < .05). Total cholesterol was associated with a less steep increase in E/e'sr. Abnormal E/e'sr was seldomly observed in participants with normal diastolic function but became more frequent in participants with increasing grades of diastolic dysfunction (normal, mild, moderate, severe [abnormal E/e'sr for each grade: 4.4% vs 20.0% vs 16.2% vs 55.6%, respectively]). CONCLUSION The E/e'sr differs between sexes and is age dependent such that E/e'sr increases with advancing age. Therefore, we established sex- and age-stratified reference values for E/e'sr.
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Affiliation(s)
| | | | - Niklas Dyrby Johansen
- Department of Cardiology, Copenhagen University Hospital, Herlev and Gentofte, Hellerup, Denmark
| | - Flemming Javier Olsen
- Department of Cardiology, Copenhagen University Hospital, Herlev and Gentofte, Hellerup, Denmark
| | - Atif N Qasim
- Division of Cardiology, UCSF Medical Center, University of California San Francisco, San Francisco, California
| | - Gorm Boje Jensen
- The Copenhagen City Heart Study, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Peter Schnohr
- The Copenhagen City Heart Study, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Rasmus Møgelvang
- The Copenhagen City Heart Study, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Tor Biering-Sørensen
- Department of Cardiology, Copenhagen University Hospital, Herlev and Gentofte, Hellerup, Denmark; The Copenhagen City Heart Study, Copenhagen University Hospital, Bispebjerg and Frederiksberg, Copenhagen, Denmark; Center for Translational Cardiology and Pragmatic Randomized Trials, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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Teis A, Delgado V. Artificial Intelligence, Left Atrial Ventricular Coupling Index, and Stress Cardiac Magnetic Resonance: An Interesting Combination. JACC Cardiovasc Imaging 2023; 16:1303-1305. [PMID: 37204385 DOI: 10.1016/j.jcmg.2023.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 03/21/2023] [Indexed: 05/20/2023]
Affiliation(s)
- Albert Teis
- Department of Cardiology, Heart Institute, University Hospital Germans Trias i Pujol, Badalona, Spain
| | - Victoria Delgado
- Department of Cardiology, Heart Institute, University Hospital Germans Trias i Pujol, Badalona, Spain.
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Yeung DF, Abolmaesumi P, Tsang TSM. Artificial Intelligence for Left Ventricular Diastolic Function Assessment: A New Paradigm on the Horizon. J Am Soc Echocardiogr 2023; 36:1079-1082. [PMID: 37578403 DOI: 10.1016/j.echo.2023.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 07/12/2023] [Indexed: 08/15/2023]
Affiliation(s)
- Darwin F Yeung
- Division of Cardiology, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Purang Abolmaesumi
- Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, British Columbia, Canada
| | - Teresa S M Tsang
- Division of Cardiology, University of British Columbia, Vancouver, British Columbia, Canada
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Telle Å, Bargellini C, Chahine Y, Del Álamo JC, Akoum N, Boyle PM. Personalized biomechanical insights in atrial fibrillation: opportunities & challenges. Expert Rev Cardiovasc Ther 2023; 21:817-837. [PMID: 37878350 PMCID: PMC10841537 DOI: 10.1080/14779072.2023.2273896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Accepted: 10/18/2023] [Indexed: 10/26/2023]
Abstract
INTRODUCTION Atrial fibrillation (AF) is an increasingly prevalent and significant worldwide health problem. Manifested as an irregular atrial electrophysiological activation, it is associated with many serious health complications. AF affects the biomechanical function of the heart as contraction follows the electrical activation, subsequently leading to reduced blood flow. The underlying mechanisms behind AF are not fully understood, but it is known that AF is highly correlated with the presence of atrial fibrosis, and with a manifold increase in risk of stroke. AREAS COVERED In this review, we focus on biomechanical aspects in atrial fibrillation, current and emerging use of clinical images, and personalized computational models. We also discuss how these can be used to provide patient-specific care. EXPERT OPINION Understanding the connection betweenatrial fibrillation and atrial remodeling might lead to valuable understanding of stroke and heart failure pathophysiology. Established and emerging imaging modalities can bring us closer to this understanding, especially with continued advancements in processing accuracy, reproducibility, and clinical relevance of the associated technologies. Computational models of cardiac electromechanics can be used to glean additional insights on the roles of AF and remodeling in heart function.
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Affiliation(s)
- Åshild Telle
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Clarissa Bargellini
- Department of Mechanical Engineering, University of Washington, Seattle, WA, USA
| | - Yaacoub Chahine
- Division of Cardiology, University of Washington, Seattle, WA, USA
| | - Juan C Del Álamo
- Department of Mechanical Engineering, University of Washington, Seattle, WA, USA
- Center for Cardiovascular Biology, University of Washington, Seattle, WA, USA
| | - Nazem Akoum
- Department of Bioengineering, University of Washington, Seattle, WA, USA
- Division of Cardiology, University of Washington, Seattle, WA, USA
| | - Patrick M Boyle
- Department of Bioengineering, University of Washington, Seattle, WA, USA
- Center for Cardiovascular Biology, University of Washington, Seattle, WA, USA
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA, USA
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Caminiti G, Perrone MA, D'Antoni V, Marazzi G, Gismondi A, Vadalà S, Di Biasio D, Manzi V, Iellamo F, Volterrani M. The Improvement of Left Atrial Function after Twelve Weeks of Supervised Concurrent Training in Patients with Heart Failure with Mid-Range Ejection Fraction: A Pilot Study. J Cardiovasc Dev Dis 2023; 10:276. [PMID: 37504532 PMCID: PMC10381005 DOI: 10.3390/jcdd10070276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 06/21/2023] [Accepted: 06/27/2023] [Indexed: 07/29/2023] Open
Abstract
Left atrial dysfunction is associated with exercise intolerance and poor prognosis in heart failure (HF). The effects of exercise training on atrial function in patients with HF with mid-range ejection fraction (HFmrEF) are unknown. The purpose of the present study was to assess the effects of a supervised concurrent training (SCT) program, lasting 12 weeks, on left atrial function of patients with HFmrEF. The study included 70 stable patients, who were randomly assigned into two groups: SCT with (three sessions/week) or a control (CON) group directed to follow contemporary exercise preventive guidelines at home. Before starting the training program and at 12 weeks, all patients performed an ergometric test, a 6 min walk test, and echocardiography. Between-group comparisons were made by analysis of variance (ANOVA). At 12 weeks, the duration of the ergometric test and distance walked at 6 min walk test presented a significant greater increase in SCT compared to the control (between-group p 0.0001 and p 0.004 respectively). Peak atrial longitudinal strain and conduit strain presented an increase of 29% and 34%, respectively, in the SCT, and were unchanged in CON (between-group p 0.008 and p 0.001, respectively). Peak atrial contraction strain increased by 21% in SCT, with no changes in CON (between-group p 0.002). Left ventricular global longitudinal strain increased significantly in SCT compared to control (between-groups p 0.03). In conclusions, SCT improved left atrial and left ventricular function in HFmrEF. Further studies are needed in order to verify whether these favourable effects of SCT on LA function are sustained and whether they will translate into clinical benefits for patients with HFmrEF.
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Affiliation(s)
- Giuseppe Caminiti
- Department of Human Science and Promotion of Quality of Life, San Raffaele Open University, 00163 Rome, Italy
- Cardiology Rehabilitation Unit, IRCCS San Raffaele, 00163 Rome, Italy
| | - Marco Alfonso Perrone
- Division of Cardiology and Sports Medicine, Department of Clinical Sciences and Translational Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | | | - Giuseppe Marazzi
- Cardiology Rehabilitation Unit, IRCCS San Raffaele, 00163 Rome, Italy
| | - Alessandro Gismondi
- Division of Cardiology and Sports Medicine, Department of Clinical Sciences and Translational Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Sara Vadalà
- Cardiology Rehabilitation Unit, IRCCS San Raffaele, 00163 Rome, Italy
| | - Deborah Di Biasio
- Cardiology Rehabilitation Unit, IRCCS San Raffaele, 00163 Rome, Italy
| | - Vincenzo Manzi
- Department of Humanities, Università Telematica Pegaso, 80132 Naples, Italy
| | - Ferdinando Iellamo
- Division of Cardiology and Sports Medicine, Department of Clinical Sciences and Translational Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Maurizio Volterrani
- Department of Human Science and Promotion of Quality of Life, San Raffaele Open University, 00163 Rome, Italy
- Cardiology Rehabilitation Unit, IRCCS San Raffaele, 00163 Rome, Italy
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10
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Sannino A, Delgado V. Left Atrial Reservoir Strain and Machine Learning: Augmenting Clinical Care in Heart Failure Patients. Circ Cardiovasc Imaging 2023; 16:e015154. [PMID: 36752110 DOI: 10.1161/circimaging.123.015154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Affiliation(s)
- Anna Sannino
- Department of Advanced Biomedical Sciences, Federico II University, Naples, Italy (A.S.).,Cardiac Imaging Core Laboratory, Baylor Scott & White Research Institute, Plano, TX (A.S.)
| | - Victoria Delgado
- Hospital University German Trias y Pujol, Badalona, Spain (V.D.)
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