Disease GBD, Injury I, Prevalence C. Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet. 2018;392(10159):1789–858.

Article  Google Scholar 

Agarwal MA, Fonarow GC, Ziaeian B. National trends in heart failure hospitalizations and readmissions from 2010 to 2017. JAMA Cardiol. 2021;6(8):952–6.

Article  PubMed  Google Scholar 

Bhatnagar R, Fonarow GC, Heidenreich PA, Ziaeian B. Expenditure on heart failure in the United States: the medical expenditure panel survey 2009–2018. JACC Heart Fail. 2022;10(8):571–80.

Article  PubMed  PubMed Central  Google Scholar 

Lesyuk W, Kriza C, Kolominsky-Rabas P. Cost-of-illness studies in heart failure: a systematic review 2004–2016. BMC Cardiovasc Disord. 2018;18(1):74.

Article  PubMed  PubMed Central  Google Scholar 

Savarese G, Becher PM, Lund LH, Seferovic P, Rosano GMC, Coats AJS. Global burden of heart failure: a comprehensive and updated review of epidemiology. Cardiovasc Res. 2023;118(17):3272–87.

Article  PubMed  Google Scholar 

Heidenreich PA, Bozkurt B, Aguilar D, Allen LA, Byun JJ, Colvin MM, et al. 2022 AHA/ACC/HFSA guideline for the management of heart failure: a report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Circulation. 2022;145(18):e895–1032.

PubMed  Google Scholar 

Reeves RA, Halpern EJ, Rao VM. Cardiac imaging trends from 2010 to 2019 in the medicare population. Radiol Cardiothorac Imaging. 2021;3(5):e210156.

Article  PubMed  PubMed Central  Google Scholar 

Mitchell C, Rahko PS, Blauwet LA, Canaday B, Finstuen JA, Foster MC, et al. Guidelines for performing a comprehensive transthoracic echocardiographic examination in adults: recommendations from the American Society of Echocardiography. J Am Soc Echocardiogr. 2019;32(1):1–64.

Article  PubMed  Google Scholar 

Cameli M. Echocardiography strain: why is it used more and more? Eur Heart J Suppl. 2022;24(Suppl I):I38–42.

Article  PubMed  PubMed Central  Google Scholar 

Muraru D, Cecchetto A, Cucchini U, Zhou X, Lang RM, Romeo G, et al. Intervendor consistency and accuracy of left ventricular volume measurements using three-dimensional echocardiography. J Am Soc Echocardiogr. 2018;31(2):158–168 e1.

Article  PubMed  Google Scholar 

Bhatia RS, Farkouh M, Ivers N, Yin XC, Myers D, Nesbitt G, et al. Improving the appropriate use of transthoracic echocardiography-the results of the echo WISELY trial. Eur Heart J. 2017;38:1089–1089.

Article  Google Scholar 

Paulraj S, Kumar PA, Byrnes S, Ojha N, Singh A, Raj V. A quality improvement initiative for echocardiogram ordering patterns in an Academic Hospital. Cureus J Med Sci. 2024;16(1):e52717.

Google Scholar 

Mehta M, Jacobson T, Peters D, Le E, Chadderdon S, Allen AJ, et al. Handheld ultrasound versus physical examination in patients referred for transthoracic echocardiography for a suspected cardiac condition. JACC Cardiovasc Imaging. 2014;7(10):983–90.

Article  PubMed  Google Scholar 

Barry T, Farina JM, Chao CJ, Ayoub C, Jeong J, Patel BN, et al. The role of artificial intelligence in echocardiography. J Imaging. 2023;9(2):50.

Article  PubMed  PubMed Central  Google Scholar 

Madani A, Arnaout R, Mofrad M, Arnaout R. Fast and accurate view classification of echocardiograms using deep learning. NPJ Digit Med. 2018;1(1):6.

Article  PubMed  PubMed Central  Google Scholar 

He BY, Kwan AC, Cho JH, Yuan NL, Pollick C, Shiota T, et al. Blinded, randomized trial of sonographer versus AI cardiac function assessment. Nature. 2023;616(7957):520–4.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Liu BH, Chang H, Yang D, Yang FF, Wang QS, Deng YJ, et al. A deep learning framework assisted echocardiography with diagnosis, lesion localization, phenogrouping heterogeneous disease, and anomaly detection. Sci Rep. 2023;13(1):3.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Kawel-Boehm N, Hetzel SJ, Ambale-Venkatesh B, Captur G, Francois CJ, Jerosch-Herold M, et al. Reference ranges (“normal values”) for cardiovascular magnetic resonance (CMR) in adults and children: 2020 update. J Cardiovasc Magn Reson. 2020;22(1):87.

Article  PubMed  PubMed Central  Google Scholar 

Joshi SB, Connelly KA, Jimenez-Juan L, Hansen M, Kirpalani A, Dorian P, et al. Potential clinical impact of cardiovascular magnetic resonance assessment of ejection fraction on eligibility for cardioverter defibrillator implantation. J Cardiovasc Magn Reson. 2012;14(1):69.

Article  PubMed  PubMed Central  Google Scholar 

• Champ-Rigot L, Gay P, Seita F, Benouda L, Morello R, Pellissier A, et al. Clinical outcomes after primary prevention defibrillator implantation are better predicted when the left ventricular ejection fraction is assessed by cardiovascular magnetic resonance. J Cardiovasc Magn Reson. 2020;22(1):48. Findings from this study suggest that CMR is more accurate for predicting adverse outcomes when compared to echocardiogram in patients referred for primary prevention ICD.

Article  PubMed  PubMed Central  Google Scholar 

Zhao L, Lu A, Tian J, Huang J, Ma X. Effects of different LVEF assessed by echocardiography and CMR on the diagnosis and therapeutic decisions of cardiovascular diseases. Front Physiol. 2020;11:679.

Article  PubMed  PubMed Central  Google Scholar 

Semsarian C, Ingles J, Maron MS, Maron BJ. New perspectives on the prevalence of hypertrophic cardiomyopathy. J Am Coll Cardiol. 2015;65(12):1249–54.

Article  PubMed  Google Scholar 

Ommen SR, Mital S, Burke MA, Day SM, Deswal A, Elliott P, et al. 2020 AHA/ACC Guideline for the diagnosis and treatment of patients with hypertrophic cardiomyopathy: executive summary: a report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. J Am Coll Cardiol. 2020;76(25):3022–55.

Article  PubMed  Google Scholar 

Spirito P, Bellone P, Harris KM, Bernabo P, Bruzzi P, Maron BJ. Magnitude of left ventricular hypertrophy and risk of sudden death in hypertrophic cardiomyopathy. N Engl J Med. 2000;342(24):1778–85.

Article  CAS  PubMed  Google Scholar 

Maron MS, Finley JJ, Bos JM, Hauser TH, Manning WJ, Haas TS, et al. Prevalence, clinical significance, and natural history of left ventricular apical aneurysms in hypertrophic cardiomyopathy. Circulation. 2008;118(15):1541–9.

Article  PubMed  Google Scholar 

Rowin EJ, Maron BJ, Haas TS, Garberich RF, Wang W, Link MS, et al. Hypertrophic cardiomyopathy with left ventricular apical aneurysm: implications for risk stratification and management. J Am Coll Cardiol. 2017;69(7):761–73.

Article  PubMed  Google Scholar 

Ikeda U, Minamisawa M, Koyama J. Isolated left ventricular non-compaction cardiomyopathy in adults. J Cardiol. 2015;65(2):91–7.

Article  PubMed  Google Scholar 

Nugent AW, Daubeney PE, Chondros P, Carlin JB, Cheung M, Wilkinson LC, et al. The epidemiology of childhood cardiomyopathy in Australia. N Engl J Med. 2003;348(17):1639–46.

Article  PubMed  Google Scholar 

Shemisa K, Li J, Tam M, Barcena J. Left ventricular noncompaction cardiomyopathy. Cardiovasc Diagn Ther. 2013;3(3):170–5.

PubMed  PubMed Central  Google Scholar 

Petersen SE, Selvanayagam JB, Wiesmann F, Robson MD, Francis JM, Anderson RH, et al. Left ventricular non-compaction: insights from cardiovascular magnetic resonance imaging. J Am Coll Cardiol. 2005;46(1):101–5.

Article  PubMed  Google Scholar 

Grothoff M, Pachowsky M, Hoffmann J, Posch M, Klaassen S, Lehmkuhl L, et al. Value of cardiovascular MR in diagnosing left ventricular non-compaction cardiomyopathy and in discriminating between other cardiomyopathies. Eur Radiol. 2012;22(12):2699–709.

Article  PubMed  PubMed Central  Google Scholar 

Kohli SK, Pantazis AA, Shah JS, Adeyemi B, Jackson G, McKenna WJ, et al. Diagnosis of left-ventricular non-compaction in patients with left-ventricular systolic dysfunction: time for a reappraisal of diagnostic criteria? Eur Heart J. 2008;29(1):89–95.

Article  PubMed  Google Scholar 

Tian T, Liu Y, Gao L, Wang J, Sun K, Zou Y, et al. Isolated left ventricular noncompaction: clinical profile and prognosis in 106 adult patients. Heart Vessels. 2014;29(5):645–52.

Article  PubMed  Google Scholar 

Marcus FI, Fontaine GH, Guiraudon G, Frank R, Laurenceau JL, Malergue C, et al. Right ventricular dysplasia: a report of 24 adult cases. Circulation. 1982;65(2):384–98.

Article  CAS  PubMed  Google Scholar 

Norman M, Simpson M, Mogensen J, Shaw A, Hughes S, Syrris P, et al. Novel mutation in desmoplakin causes arrhythmogenic left ventricular cardiomyopathy. Circulation. 2005;112(5):636–42.

Article  CAS  PubMed  Google Scholar 

Tabib A, Loire R, Chalabreysse L, Meyronnet D, Miras A, Malicier D, et al. Circumstances of death and gross and microscopic observations in a series of 200 cases of sudden death associated with arrhythmogenic right ventricular cardiomyopathy and/or dysplasia. Circulation. 2003;108(24):3000–5.

Article  CAS  PubMed  Google Scholar 

te Riele AS, Tandri H, Bluemke DA. Arrhythmogenic right ventricular cardiomyopathy (ARVC): cardiovascular magnetic resonance update. J Cardiovasc Magn Reson. 2014;16(1):50.

Article  Google Scholar 

Corrado D, Perazzolo Marra M, Zorzi A, Beffagna G, Cipriani A, Lazzari M, et al. Diagnosis of arrhythmogenic cardiomyopathy: the Padua criteria. Int J Cardiol. 2020;319:106–14.

Article  PubMed