Back to Authors

Pellikka, P

Mayo Clinic

Mayo Clinic

Citations 2

Structural heart disease screening using artificial intelligence–enabled electrocardiogram and novice handheld cardiac ultrasound: a cost analysis
Schlesinger, Reid P , Alexandrino, Francisco B. , Lee, E, Deshmukh, Abhishek J, Nkomo, Vuyisile T, Oh, J K, Noseworthy, Peter A, Pellikka, P, Zachi, Attia, Lopez-Jimenez, Francisco, Friedman, Paul A, Kane, Garvan C, Bird, Jared, Tsaban, Gal, López-Jiménez, Francisco , Nkomo, Vuyisile T. , Nkomo, Vuyisile T , Lopez-Jimenez, Francisco , Sabbah, Michael S. , Deshmukh, Abhishek J., Noseworthy, Peter A. , Pellikka, Patricia A. , Attia, Zachi I. , Friedman, Paul A. , Kane, Garvan C. , Pislaru, Sorin V. , Tsaban, Gal

European Heart Journal Open | March 18, 2026 | Volume: 6 | Issue: 2 | Pages: No page available

10.1093/ehjopen/oeag049 Get It

Abstract Aims Early detection of structural heart disease (SHD) improves patient outcomes. However, population-based screening is not recommended due to the lack of accurate and cost-effective tools. We evaluated the costs of artificial intelligence–enabled electrocardiogram (AI-ECG) alone vs. AI-ECG followed by handheld cardiac ultrasound (HCU) for SHD screening. Methods and results We performed a model-based cost analysis using data from 286 adult patients who underwent ECG and same-day HCU performed by a novice operator. Transthoracic echocardiogram (TTE) was the reference standard. We compared two screening strategies: (i) AI-ECG alone and (ii) a stepwise approach (AI-ECG followed by HCU). We assessed costs per diagnosis of aortic stenosis (AS), increased left ventricular wall thickness (ILVWT), and left ventricular systolic dysfunction (LVSD). Sensitivity analyses were conducted for varying disease prevalence. The stepwise approach decreased the cost per diagnosis of AS from $6386 (AI-ECG alone) to $2746 (57.0% savings), ILVWT from $4448 to $2895 (34.9% savings), and LVSD from $1469 to $1296 (11.8% savings). Overall, the cost per diagnosis for all SHDs combined decreased from $1940 to $1570 (19.1% savings). Sensitivity analysis demonstrated that cost savings were inversely proportional to disease prevalence. Nevertheless, stepwise screening remained cost-saving compared with AI-ECG alone until prevalence exceeded ∼55.9% for AS, 28.9% for ILVWT, 20.7% for LVSD, and 40.8% for all SHDs combined. Conclusion A stepwise screening strategy incorporating HCU after a positive AI-ECG reduces the immediate costs of SHD detection by minimizing unnecessary TTEs. This approach may enhance the feasibility of population-based SHD screening, particularly in lower-prevalence settings.
Hemodynamics and coronary flow in obstructive and non-obstructive hypertrophic cardiomyopathy
Wierzbowska-Drabik, K, Alfonso, M G D', Mori, F, Franco, A M Del, Vasquez, J P, Re, F, Tesic, M, Djordjevic-Dikic, A, Rosa, S A, Ciampi, Chirino, Pellikka, P, Olivotto, I, Picano, Eugenio, Wierzbowska-Drabik, K, Pálinkás, Eszter Dalma , Alfonso, M G D, Mori, Fabio , Re, Federica , Tesic, M, Djordjevic-Dikic, A, Pálinkás, Attila , Ciampi, Quirino , Pellikka, Patricia A. , Olivotto, Iacopo

European Heart Journal - Cardiovascular Imaging | January 30, 2026 | Volume: 27 | Issue: Supplement_1 | Pages: No page available

10.1093/ehjci/jeaf367.285 Get It

Abstract Background The presence of the significant left ventricular outflow tract gradient (LVOTG) changes clinical symptoms, prognosis and treatment in hypertrophic cardiomyopathy enabling the classification into its obstructive (HOCM) and non-obstructive form (non-HOCM). However, the more detailed functional characteristics and comparison of these forms remains poorly known. Purpose To compare the demographic, clinical and echocardiographic features between non-HOCM (defined as LVOTG < 30 mmHg) and HOCM patients enrolled into multi-centred study in years 1996-2024 as well as to analyse their long –term prognosis in relation to registered LVOTG. Methods We enrolled 1533 HCM patients (age 51 ± 15 years, 965 males, 63%) with ejection fraction (EF) ≥50%, referred for rest transthoracic echocardiography (TTE) in 27 centers, nevertheless quantitative assessment of LVOTG was available in 1252 patients. Survival analysis was performed in a subset of 1200 patients with follow-up information. Beyond standard TTE, the number of B-lines, the maximal diastolic velocity of coronary flow in left anterior descending artery (LAD) as well as left ventricular force defined as the ratio of systolic blood pressure plus LVOTG divided by left ventricular end-systolic volume was assessed with specification of hypercontractile phenotype (HP) as the highest force quartile. Additionally age and sex matched control group was included. Results Compared to non-HOCM patients, HOCM showed a bit higher body mass index (27 ± 4 vs 26 ± 4 kg/m2, p = 0.001), were often burdened with diabetes and hypertension, presented more advanced NYHA class and higher risk of SCD, see Table. In the echocardiographic assessment HOCM presented lower end-systolic left ventricular volume (LV ESV: 27 ± 14 vs 29 ± 13 ml, p = 0.014) although maintained equal stroke volume and even higher ejection fraction (EF: 69 ± 8% vs 67 ± 7%, p < 0.001), cardiac output (CO: 4.3 ± 1.7 vs 4.0 ± 1.4 l/min, p < 0.001) and force in comparison to counterparts without LVOTG. This high-contractility performance was however sustained at the cost of larger left atrium volume index (LAVI: 49 ± 19 vs 40 ± 15 ml/m2, p < 0.001), higher coronary flow velocity (43 ± 12 vs 27 ± 13 cm/s, p < 0.001) as well as more frequent B-lines in the lung assessment. During a median follow-up of 87 months (interquartile range 45 – 143 months), 131 all-cause deaths occurred and not only patients with HOCM but also those with HP showed the worse long-term survival, see Figure. Conclusion HOCM remains the form of HCM burdened with more overt clinical symptoms, signs and prognosis. On the other hand LVOTG seems to be important but not always necessary element of this presentation, which seems to be related even more tightly to general hypercontractility phenotype reflected by higher force and resting coronary flow.Table.Non-HOCM vs HOCM comparison Figure.Force and LVOTG prognostic value