Submitted:
24 July 2026
Posted:
27 July 2026
You are already at the latest version
Abstract

Keywords:
1. Introduction
2. Core Argument of the Review
3. Review Approach and Scope
4. Evidence Weighting and Critical Interpretation
5. Europe’s Cardiovascular Implementation Gap and the Safe Hearts Plan
6. Life-Course Prevention
7. Risk-Based Screening and Early Detection
8. Treatment, Rehabilitation, and Long-Term Follow-Up
9. Digital Health, Artificial Intelligence, Precision Medicine, and Governance
10. Equity and Environmental Determinants
11. Cyprus as a Bounded Implementation Laboratory
12. From Evidence Domains to a Cardiovascular Care Model
13. Future Directions and Unresolved Controversies
14. Limitations of This Critical Review
15. Practical Implications and Measurable Indicators
16. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AF | Atrial fibrillation |
| AI | Artificial intelligence |
| CAC | Coronary artery calcium |
| CKD | Chronic kidney disease |
| CVD | Cardiovascular disease |
| EHR | Electronic health record |
| ESC | European Society of Cardiology |
| EU | European Union |
| GESY | General Healthcare System |
| GDMT | Guideline-directed medical therapy |
| SCORE2 | Systematic Coronary Risk Evaluation 2 |
| SCORE2-OP | Systematic Coronary Risk Evaluation 2-Older Persons |
References
- Timmis, A.; Vardas, P.; Townsend, N.; Torbica, A.; Katus, H.; De Smedt, D.; Gale, C.P.; Maggioni, A.P.; Petersen, S.E.; Huculeci, R.; et al. European Society of Cardiology: cardiovascular disease statistics 2021. Eur. Heart J. 2022, 43, 716–799. [Google Scholar] [CrossRef] [PubMed]
- Townsend, N.; Kazakiewicz, D.; Wright, F.L.; Timmis, A.; Huculeci, R.; Torbica, A.; Gale, C.P.; Achenbach, S.; Weidinger, F.; Vardas, P. Epidemiology of cardiovascular disease in Europe. Nat. Rev. Cardiol. 2022, 19, 133–143. [Google Scholar] [CrossRef] [PubMed]
- Roth, G.A.; Mensah, G.A.; Johnson, C.O.; Addolorato, G.; Ammirati, E.; Baddour, L.M.; Barengo, N.C.; Beaton, A.Z.; Benjamin, E.J.; Benziger, C.P.; et al. Global burden of cardiovascular diseases and risk factors, 1990–2019. J. Am. Coll. Cardiol. 2020, 76, 2982–3021. [Google Scholar] [CrossRef] [PubMed]
- Vaduganathan, M.; Mensah, G.A.; Turco, J.V.; Fuster, V.; Roth, G.A. The global burden of cardiovascular diseases and risk: a compass for future health. J. Am. Coll. Cardiol. 2022, 80, 2361–2371. [Google Scholar] [CrossRef] [PubMed]
- World Health Organization. Cardiovascular Diseases (CVDs): Fact Sheet. Available online: https://www.who.int/news-room/fact-sheets/detail/cardiovascular-diseases-(cvds).
- OECD. The State of Cardiovascular Health in the European Union; OECD Publishing: Paris, France, 2025. [Google Scholar] [CrossRef]
- Mannoh, I.; Hussien, M.; Commodore-Mensah, Y.; Michos, E.D. Impact of social determinants of health on cardiovascular disease prevention. Curr. Opin. Cardiol. 2021, 36, 572–579. [Google Scholar] [CrossRef] [PubMed]
- Marmot, M. Social determinants of health inequalities. Lancet 2005, 365, 1099–1104. [Google Scholar] [CrossRef] [PubMed]
- WHO Commission on Social Determinants of Health. Closing the Gap in a Generation: Health Equity Through Action on the Social Determinants of Health; World Health Organization: Geneva, Switzerland, 2008. [Google Scholar]
- Luengo-Fernandez, R.; Walli-Attaei, M.; Gray, A.; Torbica, A.; Maggioni, A.P.; Huculeci, R.; Bairami, F.; Aboyans, V.; Timmis, A.D.; Vardas, P.; et al. Economic burden of cardiovascular diseases in the European Union: a population-based cost study. Eur. Heart J. 2023, 44, 4752–4767. [Google Scholar] [CrossRef] [PubMed]
- Wilkins, E.; Wilson, L.; Wickramasinghe, K.; Bhatnagar, P.; Leal, J.; Luengo-Fernandez, R.; Burns, R.; Rayner, M.; Townsend, N. European Cardiovascular Disease Statistics 2017; European Heart Network: Brussels, Belgium, 2017. [Google Scholar]
- Visseren, F.L.J.; Mach, F.; Smulders, Y.M.; Carballo, D.; Koskinas, K.C.; Bäck, M.; Benetos, A.; Biffi, A.; Boavida, J.M.; Capodanno, D.; et al. 2021 ESC Guidelines on cardiovascular disease prevention in clinical practice. Eur. Heart J. 2021, 42, 3227–3337. [Google Scholar] [CrossRef] [PubMed]
- Mach, F.; Baigent, C.; Catapano, A.L.; Koskinas, K.C.; Casula, M.; Badimon, L.; Chapman, M.J.; De Backer, G.G.; Delgado, V.; Ference, B.A.; et al. 2019 ESC/EAS Guidelines for the management of dyslipidaemias. Eur. Heart J. 2020, 41, 111–188. [Google Scholar] [CrossRef] [PubMed]
- McEvoy, J.W.; McCarthy, C.P.; Bruno, R.M.; Brouwers, S.; Canavan, M.D.; Ceconi, C.; Christodorescu, R.M.; Clinthorne, J.; Cosentino, F.; Crousillat, D.R.; et al. 2024 ESC Guidelines for the management of elevated blood pressure and hypertension. Eur. Heart J. 2024, 45, 3912–4018. [Google Scholar] [CrossRef] [PubMed]
- Vrints, C.; Andreotti, F.; Koskinas, K.C.; Rossello, X.; Adamo, M.; Ainslie, J.; Banning, A.P.; Budaj, A.; Buechel, R.R.; Chiariello, G.A.; et al. 2024 ESC Guidelines for the management of chronic coronary syndromes. Eur. Heart J. 2024, 45, 3415–3537. [Google Scholar] [CrossRef] [PubMed]
- Van Gelder, I.C.; Rienstra, M.; Bunting, K.V.; Casado-Arroyo, R.; Caso, V.; Crijns, H.J.G.M.; De Potter, T.J.R.; Dwight, J.; Guasti, L.; Hanke, T.; et al. 2024 ESC Guidelines for the management of atrial fibrillation. Eur. Heart J. 2024, 45, 3314–3414. [Google Scholar] [CrossRef] [PubMed]
- European Commission. Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions on an EU Cardiovascular Health Plan: The Safe Hearts Plan; COM(2025) 1024 final; European Commission: Strasbourg, France, 2025. Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52025DC1024.
- European Alliance for Cardiovascular Health. The European Safe Hearts Plan. Available online: https://www.cardiovascular-alliance.eu/.
- Batra, G.; Aktaa, S.; Wallentin, L.; Maggioni, A.P.; Wilkinson, C.; Casadei, B.; Gale, C.P.; Norrving, B.; Gouveia, E.; Huber, K.; et al. Methodology for the development of international clinical data standards for common cardiovascular conditions: European Unified Registries for Heart Care Evaluation and Randomised Trials (EuroHeart). Eur. Heart J. Qual. Care Clin. Outcomes 2023, 9, 161–168. [Google Scholar] [CrossRef] [PubMed]
- European Society of Cardiology. ESC Atlas of Cardiology. Available online: https://www.escardio.org/Research/ESC-Atlas-of-cardiology.
- Scherrenberg, M.; Falter, M.; Abreu, A.; Aktaa, S.; Busnatu, S.; Casado-Arroyo, R.; Hansen, D.; Frederix, I.; De Sutter, J.; Kemps, H.; et al. Standards for cardiac telerehabilitation. Eur. Heart J. 2025, 46, 3714–3737. [Google Scholar] [CrossRef] [PubMed]
- Schunkert, H.; Di Angelantonio, E.; Inouye, M.; Patel, R.S.; Ripatti, S.; Widén, E.; Asselbergs, F.W.; Davies, R.W.; Kathiresan, S.; Hingorani, A.D.; et al. Clinical utility and implementation of polygenic risk scores for predicting cardiovascular disease. Eur. Heart J. 2025, 46, 1372–1383. [Google Scholar] [CrossRef] [PubMed]
- Ashley, E.A. Towards precision medicine. Nat. Rev. Genet. 2016, 17, 507–522. [Google Scholar] [CrossRef] [PubMed]
- Leopold, J.A.; Loscalzo, J. Emerging role of precision medicine in cardiovascular disease. Circ. Res. 2018, 122, 1302–1315. [Google Scholar] [CrossRef] [PubMed]
- Elliott, P.; Schunkert, H.; Bondue, A.; Behr, E.R.; Carrier, L.; van Duijn, C.M.; Basso, C.; Bauce, B.; Charron, P.; De Backer, J.; et al. Integration of genetic testing into diagnostic pathways for cardiomyopathies: a clinical consensus statement by the ESC Council on Cardiovascular Genomics. Eur. Heart J. 2025, 46, 1114–1123. [Google Scholar] [CrossRef] [PubMed]
- Modin, D.; Lassen, M.C.H.; Claggett, B.; Johansen, N.D.; Keshtkar-Jahromi, M.; Skaarup, K.G.; Solomon, S.D.; Køber, L.; Schou, M.; Torp-Pedersen, C.; et al. Influenza vaccination and cardiovascular events in patients with ischaemic heart disease and heart failure: a meta-analysis. Eur. J. Heart Fail. 2023, 25, 1685–1692. [Google Scholar] [CrossRef] [PubMed]
- Koskinas, K.C.; Wilhelm, M.; Halle, M.; Biffi, A.; Cavarretta, E.; Davos, C.H.; Hansen, D.; Iliou, M.C.; Lapetra, J.; Niebauer, J.; et al. The future of education in preventive cardiology: a statement of the European Association of Preventive Cardiology (EAPC) of the ESC. Eur. J. Prev. Cardiol. 2024, 31, 1904–1911. [Google Scholar] [CrossRef] [PubMed]
- Rajagopalan, S.; Al-Kindi, S.G.; Brook, R.D. Air pollution and cardiovascular disease: JACC State-of-the-Art Review. J. Am. Coll. Cardiol. 2018, 72, 2054–2070. [Google Scholar] [CrossRef] [PubMed]
- Newby, D.E.; Mannucci, P.M.; Tell, G.S.; Baccarelli, A.A.; Brook, R.D.; Donaldson, K.; Forastiere, F.; Franchini, M.; Franco, O.H.; Graham, I.; et al. Expert position paper on air pollution and cardiovascular disease. Eur. Heart J. 2015, 36, 83–93b. [Google Scholar] [CrossRef] [PubMed]
- Romanello, M.; Di Napoli, C.; Drummond, P.; Green, C.; Kennard, H.; Lampard, P.; Scamman, D.; Arnell, N.; Ayeb-Karlsson, S.; Ford, L.B.; et al. The 2023 report of the Lancet Countdown on health and climate change: the imperative for a health-centred response in a world facing irreversible harms. Lancet 2023, 402, 2346–2394. [Google Scholar] [CrossRef] [PubMed]
- Aitken, W.W.; Brown, S.C.; Comellas, A.P. Climate change and cardiovascular health. J. Am. Heart Assoc. 2022, 11, e027847. [Google Scholar] [CrossRef] [PubMed]
- Chaseling, G.K.; Uchmanowicz, I.; Bäck, M.; Miró, Ò.; Tokmakova, M.; Ljungman, P.; Thiele, H.; Aboyans, V.; Boriani, G.; Casadei, B.; et al. Heat extremes and cardiovascular diseases: a scientific statement of the Association of Cardiovascular Nursing & Allied Professions, Association for Acute Cardiovascular Care, European Association of Preventive Cardiology, Heart Failure Association, European Heart Rhythm Association of the ESC, the ESC Council on Hypertension, the ESC Council on Stroke, and the ESC Working Group on Cardiovascular Pharmacotherapy. Eur. Heart J. 2025, 46, 2950–2958. [Google Scholar] [CrossRef] [PubMed]
- European Commission. Horizon Europe: The EU Research and Innovation Programme, Health Cluster. Available online: https://research-and-innovation.ec.europa.eu/funding/funding-opportunities/funding-programmes-and-open-calls/horizon-europe_en.
- European Commission. Digital Europe Programme. Available online: https://digital-strategy.ec.europa.eu/en/activities/digital-programme.
- WHO Regional Office for Europe. European Programme of Work, 2020–2025: United Action for Better Health; WHO Regional Office for Europe: Copenhagen, Denmark, 2021. [Google Scholar]
- WHO Regional Office for Europe. Action Plan for the Prevention and Control of Noncommunicable Diseases in the WHO European Region; WHO Regional Office for Europe: Copenhagen, Denmark, 2016. [Google Scholar]
- European Commission. Healthier Together—EU Non-Communicable Diseases Initiative; Publications Office of the European Union: Luxembourg, 2022. [Google Scholar]
- European Commission. Europe’s Beating Cancer Plan; European Commission: Brussels, Belgium, 2021. [Google Scholar]
- Yusuf, S.; Hawken, S.; Ounpuu, S.; Dans, T.; Avezum, A.; Lanas, F.; McQueen, M.; Budaj, A.; Pais, P.; Varigos, J.; et al. Effect of potentially modifiable risk factors associated with myocardial infarction in 52 countries (the INTERHEART study): case-control study. Lancet 2004, 364, 937–952. [Google Scholar] [CrossRef] [PubMed]
- Lloyd-Jones, D.M.; Allen, N.B.; Anderson, C.A.M.; Black, T.; Brewer, L.C.; Foraker, R.E.; Grandner, M.A.; Lavretsky, H.; Perak, A.M.; Sharma, G.; et al. Life’s Essential 8: updating and enhancing the American Heart Association’s construct of cardiovascular health. Circulation 2022, 146, e18–e43. [Google Scholar] [CrossRef] [PubMed]
- Arnett, D.K.; Blumenthal, R.S.; Albert, M.A.; Buroker, A.B.; Goldberger, Z.D.; Hahn, E.J.; Himmelfarb, C.D.; Khera, A.; Lloyd-Jones, D.; McEvoy, J.W.; et al. 2019 ACC/AHA Guideline on the Primary Prevention of Cardiovascular Disease. Circulation 2019, 140, e596–e646. [Google Scholar] [CrossRef] [PubMed]
- Stone, N.J.; Smith, S.C., Jr.; Orringer, C.E.; Rigotti, N.A.; Navar, A.M.; Khan, S.S.; Jones, D.W.; Goldberg, R.; Mora, S.; Blaha, M.J.; et al. Managing atherosclerotic cardiovascular risk in young adults: JACC State-of-the-Art Review. J. Am. Coll. Cardiol. 2022, 79, 819–836. [Google Scholar] [CrossRef] [PubMed]
- Genovesi, S.; Giussani, M.; Orlando, A.; Battaglino, M.G.; Nava, E.; Parati, G. Prevention of cardiovascular diseases in children and adolescents. High Blood Press. Cardiovasc. Prev. 2019, 26, 191–199. [Google Scholar] [CrossRef] [PubMed]
- NCD Risk Factor Collaboration. Worldwide trends in hypertension prevalence and progress in treatment and control from 1990 to 2019. Lancet 2021, 398, 957–980. [Google Scholar] [CrossRef] [PubMed]
- Mills, K.T.; Stefanescu, A.; He, J. The global epidemiology of hypertension. Nat. Rev. Nephrol. 2020, 16, 223–237. [Google Scholar] [CrossRef] [PubMed]
- Whelton, P.K.; Carey, R.M.; Aronow, W.S.; Casey, D.E., Jr.; Collins, K.J.; Dennison Himmelfarb, C.; DePalma, S.M.; Gidding, S.; Jamerson, K.A.; Jones, D.W.; et al. 2017 ACC/AHA Guideline for the Prevention, Detection, Evaluation, and Management of High Blood Pressure in Adults. Hypertension 2018, 71, e13–e115. [Google Scholar] [CrossRef] [PubMed]
- Ference, B.A.; Ginsberg, H.N.; Graham, I.; Ray, K.K.; Packard, C.J.; Bruckert, E.; Hegele, R.A.; Krauss, R.M.; Raal, F.J.; Schunkert, H.; et al. Low-density lipoproteins cause atherosclerotic cardiovascular disease. 1. Evidence from genetic, epidemiologic, and clinical studies. A consensus statement from the European Atherosclerosis Society Consensus Panel. Eur. Heart J. 2017, 38, 2459–2472. [Google Scholar] [CrossRef] [PubMed]
- Sabatine, M.S.; Giugliano, R.P.; Keech, A.C.; Honarpour, N.; Wiviott, S.D.; Murphy, S.A.; Kuder, J.F.; Wang, H.; Liu, T.; Wasserman, S.M.; et al. Evolocumab and clinical outcomes in patients with cardiovascular disease. N. Engl. J. Med. 2017, 376, 1713–1722. [Google Scholar] [CrossRef] [PubMed]
- Silverman, M.G.; Ference, B.A.; Im, K.; Wiviott, S.D.; Giugliano, R.P.; Grundy, S.M.; Braunwald, E.; Sabatine, M.S. Association between lowering LDL-C and cardiovascular risk reduction among different therapeutic interventions: a systematic review and meta-analysis. JAMA 2016, 316, 1289–1297. [Google Scholar] [CrossRef] [PubMed]
- American Diabetes Association Professional Practice Committee. Standards of Care in Diabetes—2025. Diabetes Care 2025, 48, S1–S350. [Google Scholar] [CrossRef] [PubMed]
- GBD 2021 Diabetes Collaborators. Global, regional, and national burden of diabetes from 1990 to 2021. Lancet 2023, 402, 203–234. [Google Scholar] [CrossRef] [PubMed]
- Cosentino, F.; Grant, P.J.; Aboyans, V.; Bailey, C.J.; Ceriello, A.; Delgado, V.; Federici, M.; Filippatos, G.; Grobbee, D.E.; Hansen, T.B.; et al. 2019 ESC Guidelines on diabetes, pre-diabetes, and cardiovascular diseases developed in collaboration with the EASD. Eur. Heart J. 2020, 41, 255–323. [Google Scholar] [CrossRef] [PubMed]
- González-Muniesa, P.; Martínez-González, M.A.; Hu, F.B.; Després, J.P.; Matsuzawa, Y.; Loos, R.J.F.; Moreno, L.A.; Bray, G.A.; Martinez, J.A. Obesity. Nat. Rev. Dis. Prim. 2017, 3, 17034. [Google Scholar] [CrossRef] [PubMed]
- Bray, G.A.; Kim, K.K.; Wilding, J.P.H.; World Obesity Federation. Obesity: a chronic relapsing progressive disease process. A position statement of the World Obesity Federation. Obes. Rev. 2017, 18, 715–723. [Google Scholar] [CrossRef] [PubMed]
- Wilding, J.P.H.; Batterham, R.L.; Calanna, S.; Davies, M.; Van Gaal, L.F.; Lingvay, I.; McGowan, B.M.; Rosenstock, J.; Tran, M.T.D.; Wadden, T.A.; et al. Once-weekly semaglutide in adults with overweight or obesity. N. Engl. J. Med. 2021, 384, 989–1002. [Google Scholar] [CrossRef] [PubMed]
- Anderson, L.; Thompson, D.R.; Oldridge, N.; Zwisler, A.D.; Rees, K.; Martin, N.; Taylor, R.S. Exercise-based cardiac rehabilitation for coronary heart disease. Cochrane Database Syst. Rev. 2016, 2016, CD001800. [Google Scholar] [CrossRef] [PubMed]
- Taylor, R.S.; Dalal, H.M.; McDonagh, S.T.J. The role of cardiac rehabilitation in improving cardiovascular outcomes. Nat. Rev. Cardiol. 2022, 19, 180–194. [Google Scholar] [CrossRef] [PubMed]
- Ambrosetti, M.; Abreu, A.; Corrà, U.; Davos, C.H.; Hansen, D.; Frederix, I.; Iliou, M.C.; Pedretti, R.F.E.; Schmid, J.P.; Vigorito, C.; et al. Secondary prevention through comprehensive cardiovascular rehabilitation: from knowledge to implementation. 2020 update. A position paper from the Secondary Prevention and Rehabilitation Section of the European Association of Preventive Cardiology. Eur. J. Prev. Cardiol. 2021, 28, 460–495. [Google Scholar] [CrossRef] [PubMed]
- SCORE2 Working Group and ESC Cardiovascular Risk Collaboration. SCORE2 risk prediction algorithms: new models to estimate 10-year risk of cardiovascular disease in Europe. Eur. Heart J. 2021, 42, 2439–2454. [Google Scholar] [CrossRef] [PubMed]
- SCORE2-OP Working Group and ESC Cardiovascular Risk Collaboration. SCORE2-OP risk prediction algorithms: estimating incident cardiovascular event risk in older persons. Eur. Heart J. 2021, 42, 2455–2467. [Google Scholar] [CrossRef] [PubMed]
- European Society of Cardiology. SCORE2 and SCORE2-OP Cardiovascular Risk Estimation Charts. Available online: https://www.escardio.org/Guidelines/Clinical-Practice-Guidelines/CVD-Prevention-Guidelines.
- Svennberg, E.; Friberg, L.; Frykman, V.; Al-Khalili, F.; Engdahl, J.; Rosenqvist, M. Clinical outcomes in systematic screening for atrial fibrillation (STROKESTOP): a multicentre, parallel group, unmasked, randomised controlled trial. Lancet 2021, 398, 1498–1506. [Google Scholar] [CrossRef] [PubMed]
- Svendsen, J.H.; Diederichsen, S.Z.; Højberg, S.; Krieger, D.W.; Graff, C.; Kronborg, C.; Olesen, M.S.; Nielsen, J.B.; Holst, A.G.; Brandes, A.; et al. Implantable loop recorder detection of atrial fibrillation to prevent stroke (The LOOP Study): a randomised controlled trial. Lancet 2021, 398, 1507–1516. [Google Scholar] [CrossRef] [PubMed]
- Perez, M.V.; Mahaffey, K.W.; Hedlin, H.; Rumsfeld, J.S.; Garcia, A.; Ferris, T.; Balasubramanian, V.; Russo, A.M.; Rajmane, A.; Cheung, L.; et al. Large-scale assessment of a smartwatch to identify atrial fibrillation. N. Engl. J. Med. 2019, 381, 1909–1917. [Google Scholar] [CrossRef] [PubMed]
- Guo, Y.; Wang, H.; Zhang, H.; Liu, T.; Liang, Z.; Xia, Y.; Yan, L.; Xing, Y.; Shi, H.; Li, S.; et al. Mobile photoplethysmographic technology to detect atrial fibrillation. J. Am. Coll. Cardiol. 2019, 74, 2365–2375. [Google Scholar] [CrossRef] [PubMed]
- Topol, E.J. Deep Medicine: How Artificial Intelligence Can Make Healthcare Human Again; Basic Books: New York, NY, USA, 2019. [Google Scholar]
- Cowie, M.R.; Bax, J.; Bruining, N.; Cleland, J.G.F.; Koehler, F.; Malik, M.; Pinto, F.; van der Velde, E. e-Health: a position statement of the European Society of Cardiology. Eur. Heart J. 2016, 37, 63–66. [Google Scholar] [CrossRef] [PubMed]
- World Health Organization. Global Strategy on Digital Health 2020–2025; World Health Organization: Geneva, Switzerland, 2021. [Google Scholar]
- European Society of Cardiology. ESC Digital Health Strategy; European Society of Cardiology: Sophia Antipolis, France, 2024; Available online: https://www.escardio.org/The-ESC/What-we-do/ESC-Digital-Health-Strategy.
- Topol, E.J. High-performance medicine: the convergence of human and artificial intelligence. Nat. Med. 2019, 25, 44–56. [Google Scholar] [CrossRef] [PubMed]
- Rajpurkar, P.; Chen, E.; Banerjee, O.; Topol, E.J. AI in health and medicine. Nat. Med. 2022, 28, 31–38. [Google Scholar] [CrossRef] [PubMed]
- Johnson, K.W.; Torres Soto, J.; Glicksberg, B.S.; Shameer, K.; Miotto, R.; Ali, M.; Ashley, E.; Dudley, J.T. Artificial intelligence in cardiology. J. Am. Coll. Cardiol. 2018, 71, 2668–2679. [Google Scholar] [CrossRef] [PubMed]
- Attia, Z.I.; Kapa, S.; Lopez-Jimenez, F.; McKie, P.M.; Ladewig, D.J.; Satam, G.; Pellikka, P.A.; Enriquez-Sarano, M.; Noseworthy, P.A.; Munger, T.M.; et al. Screening for cardiac contractile dysfunction using an artificial intelligence-enabled electrocardiogram. Nat. Med. 2019, 25, 70–74. [Google Scholar] [CrossRef] [PubMed]
- Charalampous, P.; Gorasso, V.; Plass, D.; Pires, S.M.; von der Lippe, E.; Naghavi, M.; Eikemo, T.A.; Cyprus, G.B.D. 2017 (Eds.) Burden of non-communicable diseases in Cyprus, 1990–2017: findings from the Global Burden of Disease 2017 study. In Arch. Public Health; 2021; Volume 79, p. 138. [Google Scholar]
- Kyprianidou, M.; Panagiotakos, D.B.; Makris, K.C.; Kambanaros, M.; Christophi, C.A.; Giannakou, K. The lifestyle profile of individuals with cardiovascular and endocrine diseases in Cyprus: a hierarchical, classification analysis. Nutrients 2022, 14, 1559. [Google Scholar] [CrossRef] [PubMed]
- OECD/European Observatory on Health Systems and Policies. Cyprus: Country Health Profile 2023; OECD Publishing: Paris, France, 2023. [Google Scholar]
- Glasgow, R.E.; Harden, S.M.; Gaglio, B.; Rabin, B.; Smith, M.L.; Porter, G.C.; Ory, M.G.; Estabrooks, P.A. RE-AIM planning and evaluation framework: adapting to new science and practice with a 20-year review. Front. Public Health 2019, 7, 64. [Google Scholar] [CrossRef] [PubMed]
- Proctor, E.K.; Silmere, H.; Raghavan, R.; Hovmand, P.; Aarons, G.; Bunger, A.; Griffey, R.; Hensley, M. Outcomes for implementation research: conceptual distinctions, measurement challenges, and research agenda. Adm. Policy Ment. Health 2011, 38, 65–76. [Google Scholar] [CrossRef] [PubMed]
- Greenhalgh, T.; Robert, G.; Macfarlane, F.; Bate, P.; Kyriakidou, O. Diffusion of innovations in service organizations: systematic review and recommendations. Milbank Q. 2004, 82, 581–629. [Google Scholar] [CrossRef] [PubMed]
- Georghiou, G.P.; Georghiou, P.; Georgiou, A.; Xanthopoulos, A.; Lambropoulos, K.; Triposkiadis, F. The European Union Must Act Effectively for a New Plan of Action to Improve the Cardiovascular Health Burden of European citizens: A Narrative Review. J. Biomed. Res. Environ. Sci. 2025, 6, 545–555. [Google Scholar] [CrossRef]


| Evidence domain | Evidence status | Critical implementation interpretation |
| Mature prevention, treatment, and rehabilitation | High evidence weight; risk estimation, risk-factor treatment, secondary prevention, and rehabilitation are guideline-supported and outcome-oriented. | Standardise these pathways first, audit delivery, and monitor access, adherence, and outcomes. |
| Targeted screening and early detection | Moderate, pathway-dependent evidence; tools such as SCORE2/SCORE2-OP, atrial-fibrillation detection, wearables, imaging, and biomarkers can improve identification in selected groups. | Use targeted screening only where confirmatory pathways and treatment capacity exist; evaluate net benefit, false positives, equity, and cost. |
| Digital health, artificial intelligence, precision medicine, and registries | Conditional evidence; technical promise is strong, but clinical value depends on validation, workflow integration, governance, and outcome impact. | Treat technology as governed infrastructure, requiring external validation, bias audit, interoperability, clinical accountability, and prospective evaluation. |
| Equity, environment, and implementation science | Contextual evidence; social determinants, environmental exposure, digital inclusion, and delivery models shape cardiovascular outcomes. | Measure reach, adoption, fidelity, sustainability, equity, and outcomes rather than policy adoption alone. |
| Bounded implementation laboratories and external validity | Hypothesis-generating implementation evidence; national pilots can test whether integrated pathways are deliverable in real systems. | Report mechanisms, costs, stakeholder adoption, negative findings, and boundary conditions before claiming wider transferability. |
| Strategic domain | Core implementation action | Expected implementation value |
| Prevention & risk-factor control | Standardise population prevention and primary-care management of hypertension, dyslipidaemia, diabetes, obesity, smoking, and inactivity. | Fewer incident CVD events and lower premature mortality. |
| Early detection | Use targeted, risk-based screening: SCORE2/SCORE2-OP, AF detection, CKD assessment, and selective CAC or biomarker testing. | Earlier identification and timely intervention in high-risk groups. |
| Treatment & long-term care | Strengthen GDMT, specialist referral, multidisciplinary care, rehabilitation, adherence support, and follow-up. | Better survival, fewer recurrent events, and improved quality of life. |
| Digital, data & innovation | Build interoperable EHRs, registries, telemedicine, remote monitoring, validated AI, and precision-medicine tools. | Better continuity, decision support, accountability, and quality improvement. |
| Equity, policy & financing | Align national CVD plans, prevention-focused reimbursement, dedicated funding, and targeted access for underserved groups. | Reduced inequalities, sustainable financing, and more harmonised European implementation. |
| Cyprus bounded model | Test screening, prevention centres, digital infrastructure, registry measurement, academic leadership, and regional collaboration within GESY. | Feasibility, adoption, cost, equity, and transferability tested before wider European adaptation. |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.