Research map: Echocardiographic Phenomapping in HFpEF: From Imaging Biomarkers to Precision Cardiovascular Medicine

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  1. 2021 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure · Theresa A. McDonagh · 2021 · 13611 citations · Cited by this paper
  2. Right Ventricular Function and a Novel Biomarker After TAVI: Clinical Implications of IGFBP‐7 · 2026 · Related
  3. Recommendations for Cardiac Chamber Quantification by Echocardiography in Adults: An Update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging · Roberto Miguel Lang · 2015 · 8520 citations · Cited by this paper
  4. “Old Tools, New Questions: What Calibrated Integrated Backscatter Reveals About Subclinical Cardiac Remodeling in AAS Users” · 2026 · Related
  5. Empagliflozin in Heart Failure with a Preserved Ejection Fraction · Stefan D. Anker · 2021 · 4865 citations · Cited by this paper
  6. Monitoring of Treatment Response in Light‐chain Cardiac Amyloidosis–Does Echocardiography Have a Role? · 2026 · Related
  7. TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods · Professor Gary S. Collins · 2024 · 3668 citations · Cited by this paper
  8. Longitudinal Echocardiographic Evaluation of Pulmonary Hypertension Trajectories in Infants With Bronchopulmonary Dysplasia · 2026 · Related
  9. A Novel Paradigm for Heart Failure With Preserved Ejection Fraction · Walter J. Paulus · 2013 · 3564 citations · Cited by this paper
  10. Cardiopulmonary Performance Through Right Ventricle –Pulmonary Artery Coupling · 2026 · Related
  11. Recommendations for the Evaluation of Left Ventricular Diastolic Function by Echocardiography · Sherif F. Nagueh · 2008 · 3365 citations · Cited by this paper
  12. Application of LLMs in CAD‐RADS Classification and Patient Management · 2026 · Related
  13. The future of digital health with federated learning · Nicola Rieke · 2020 · 3065 citations · Cited by this paper
  14. Assessment of Index of Cardio‐Electrophysiological Balance and Left Ventricular Mechanical Dispersion in Obese Individuals · 2026 · Related
  15. 2022 AHA/ACC/HFSA Guideline for the Management of Heart Failure · Paul A. Heidenreich · 2022 · 2815 citations · Cited by this paper
  16. Prognostic Value of Preoperative Left Ventricular End‐Diastolic Dimension in Patients With Severe Aortic Stenosis Undergoing Transcatheter Aortic Valve Implantation With the Venus‐A Valve · 2026 · Related
  17. Clinical Utility of Doppler Echocardiography and Tissue Doppler Imaging in the Estimation of Left Ventricular Filling Pressures · Steve R. Ommen · 2000 · 2807 citations · Cited by this paper
  18. Left Atrial Appendage Mechanical Dysfunction in De Novo Organized Left Atrial Tachyarrhythmia: A Multicenter Pre‐Ablation Study · 2026 · Related
  19. 2023 Focused Update of the 2021 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure · Theresa A. McDonagh · 2023 · 2438 citations · Cited by this paper
  20. Association of Echocardiographic Ventricular–Arterial Coupling With Elevated 10‐Year ASCVD Risk in Hypertensive Patients · 2026 · Related
  21. Angiotensin–Neprilysin Inhibition in Heart Failure with Preserved Ejection Fraction · Scott David Solomon · 2019 · 2428 citations · Cited by this paper
  22. Nonbiopsy Diagnosis of Cardiac Transthyretin Amyloidosis · Julian David Gillmore · 2016 · 2086 citations · Cited by this paper
  23. How to diagnose heart failure with preserved ejection fraction: the HFA–PEFF diagnostic algorithm: a consensus recommendation from the Heart Failure Association (HFA) of the European Society of Cardiology (ESC) · Burkert Mathias Pieske · 2019 · 1882 citations · Cited by this paper
  24. Causability and explainability of artificial intelligence in medicine · Andreas Holzinger · 2019 · 1881 citations · Cited by this paper
  25. Standardization of left atrial, right ventricular, and right atrial deformation imaging using two-dimensional speckle tracking echocardiography: a consensus document of the EACVI/ASE/Industry Task Force to standardize deformation imaging · Luigi Paolo Badano · 2018 · 1710 citations · Cited by this paper
  26. Diastolic Heart Failure — Abnormalities in Active Relaxation and Passive Stiffness of the Left Ventricle · Michael R. Zile · 2004 · 1556 citations · Cited by this paper
  27. Pulmonary Hypertension in Heart Failure With Preserved Ejection Fraction · Carolyn S.P. Lam · 2009 · 1350 citations · Cited by this paper
  28. Definitions for a common standard for 2D speckle tracking echocardiography: consensus document of the EACVI/ASE/Industry Task Force to standardize deformation imaging · Jens‐Uwe Voigt · 2014 · 1320 citations · Cited by this paper
  29. A Simple, Evidence-Based Approach to Help Guide Diagnosis of Heart Failure With Preserved Ejection Fraction · Yogesh N.V. Reddy · 2018 · 1303 citations · Cited by this paper
  30. Left atrial volume as a morphophysiologic expression of left ventricular diastolic dysfunction and relation to cardiovascular risk burden · Teresa S.M. Tsang · 2002 · 1171 citations · Cited by this paper
  31. Evidence Supporting the Existence of a Distinct Obese Phenotype of Heart Failure With Preserved Ejection Fraction · Masaru Obokata · 2017 · 1162 citations · Cited by this paper
  32. Phenomapping for Novel Classification of Heart Failure With Preserved Ejection Fraction · Sanjiv Jayendra Shah · 2014 · 1157 citations · Cited by this paper
  33. Video-based AI for beat-to-beat assessment of cardiac function · David Ouyang · 2020 · 1142 citations · Cited by this paper
  34. Current and Evolving Echocardiographic Techniques for the Quantitative Evaluation of Cardiac Mechanics: ASE/EAE Consensus Statement on Methodology and Indications Endorsed by the Japanese Society of Echocardiography · Victor Mor‐Avi · 2011 · 1093 citations · Cited by this paper
  35. The ‘Digital Twin’ to enable the vision of precision cardiology · Jorge Corral Acero · 2020 · 929 citations · Cited by this paper
  36. Myocardial strain imaging: how useful is it in clinical decision making? · Otto Armin Smiseth · 2015 · 888 citations · Cited by this paper
  37. A novel clinical method for quantification of regional left ventricular pressure–strain loop area: a non-invasive index of myocardial work · Kristoffer E. Russell · 2012 · 883 citations · Cited by this paper
  38. Impaired Systolic Function by Strain Imaging in Heart Failure With Preserved Ejection Fraction · Elisabeth Kraigher‐Krainer · 2013 · 765 citations · Cited by this paper
  39. Evaluation and management of heart failure with preserved ejection fraction · Barry A. Borlaug · 2020 · 693 citations · Cited by this paper

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