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Siontis, Konstantinos C.

https://orcid.org/0000-0002-6658-0971

Mayo Clinic

Mayo Clinic

Citations 144

Anatomical Ablation of the Atrioventricular Node
Katritsis, Demosthenes G. , Siontis, Konstantinos C. , Agarwal, Sharad , Stavrakis, Stavros , Giazitzoglou, Eleftherios, Amin, Hina , Tretter, Justin T. , Calkins, Hugh , Marine, Joseph Edward , Sánchez‐Quintana, Damián , Anderson, Robert Henry

Arrhythmia & Electrophysiology Review | August 20, 2024 | Volume: 13 | Issue: No issue available | Pages: No page available

10.15420/aer.2024.13 Get It

Background: Atrioventricular (AV) conduction ablation has been achieved by targeting the area of penetration of the conduction axis as defined by recording a His bundle potential. Ablation of the His bundle may reduce the possibility of a robust junctional escape rhythm. It was hypothesised that specific AV nodal ablation is feasible and safe. Methods: The anatomical position of the AV node in relation to the site of penetration of the conduction axis was identified as described in dissections and histological sections of human hearts. Radiofrequency (RF) ablation was accomplished based on the anatomical criteria. Results: Specific anatomical ablation of the AV node was attempted in 72 patients. Successful AV nodal ablation was accomplished in 63 patients (87.5%), following 60 minutes (IQR 50–70 minutes) of procedure time, 3.4 minutes (IQR 2.4–5.5 minutes) of fluoroscopy time, and delivery of 4 (IQR 3–6) RF lesions. Αn escape rhythm was present in 45 patients (71%), and the QRS complex was similar to that before ablation in all 45 patients. Atropine was administered in six patients after the 10-min waiting period and did not result in restoration of conduction. In nine patients, AV conduction could not be interrupted, and AV block was achieved with ablation of the His after delivery of 12 (IQR 8–15) RF lesions. No cases of sudden death were encountered, and all patients had persistent AV block during a median 10.5 months (IQR 5–14 months) of follow-up. Conclusion: Anatomical ablation of the AV node is feasible and safe, and results in an escape rhythm similar to that before ablation.
Ten‐Year Trend of Oral Anticoagulation Use in Postoperative and Nonpostoperative Atrial Fibrillation in Routine Clinical Practice
Yao, Xiaoxi , Houten, Holly K. Van , Siontis, Konstantinos C. , Friedman, Paul A. , McBane, Robert D. , Gersh, Bernard J. , Noseworthy, Peter A. , Van Houten, Holly K , McBane, Robert , Noseworthy, Peter A , Gersh, Bernard J , Yao, Xiaoxi

Journal of the American Heart Association | June 27, 2024 | Volume: 13 | Issue: 13 | Pages: No page available

10.1161/jaha.124.035708 Get It

Background The study aimed to describe the patterns and trends of initiation, discontinuation, and adherence of oral anticoagulation (OAC) in patients with new‐onset postoperative atrial fibrillation (POAF), and compare with patients newly diagnosed with non‐POAF. Methods and Results This retrospective cohort study identified patients newly diagnosed with atrial fibrillation or flutter between 2012 and 2021 using administrative claims data from OptumLabs Data Warehouse. The POAF cohort included 118 366 patients newly diagnosed with atrial fibrillation or flutter within 30 days after surgery. The non‐POAF cohort included the remaining 315 832 patients who were newly diagnosed with atrial fibrillation or flutter but not within 30 days after a surgery. OAC initiation increased from 28.9% to 44.0% from 2012 to 2021 in POAF, and 37.8% to 59.9% in non‐POAF; 12‐month medication adherence increased from 47.0% to 61.8% in POAF, and 59.7% to 70.4% in non‐POAF. The median time to OAC discontinuation was 177 days for POAF, and 242 days for non‐POAF. Patients who saw a cardiologist within 90 days of the first atrial fibrillation or flutter diagnosis, regardless of POAF or non‐POAF, were more likely to initiate OAC (odds ratio, 2.92 [95% CI, 2.87–2.98]; P <0.0001), adhere to OAC (odds ratio, 1.08 [95% CI, 1.04–1.13]; P <0.0001), and less likely to discontinue (odds ratio, 0.83 [95% CI, 0.82–0.85]; P <0.0001) than patients who saw a surgeon or other specialties. Conclusions The use of and adherence to OAC were higher in non‐POAF patients than in POAF patients, but they increased over time in both groups. Patients managed by cardiologists were more likely to use and adhere to OAC, regardless of POAF or non‐POAF.
A Clinical Diagnostic Test for Calcium Release Deficiency Syndrome
Ni, Mingke , Saenen, Johan , Hoeksema, Wiert F. , Antiperovitch, Pavel , Arnaud, Marine , Tian, Shanshan, Sun, Bo , Estillore, John Paul , Wang, Ruiwu , Khan, Habib , Roston, Thomas M. , Mazzanti, Andrea , Giudicessi, John, Siontis, Konstantinos C. , Alak, Aiman, Acosta, J. Gabriel , Menon, Syamkumar M. Divakara, Tan, Nigel S. , Vivekanantham, Hari , Pandya, Tanvi, Cunningham, Jennifer , Gula, Lorne J. , Wong, Jorge , Amit, Guy , Scheinman, Melvin M. , Ackerman, Michael J. , Priori, Silvia G. , Sacher, Frédéric , Nof, Eyal , Glikson, Michael , Wilde, Arthur A.M. , Jensen, Henrik Kjærulf , Chen, S.R. Wayne , Roberts, Jason D. , Jensen, Henrik Kjærulf , Mazzanti, Andrea , Priori, Silvia , Dadon, Ziv , Ormerod, Julian O.M. , Tadros, Rafik , Christiansen, Morten Krogh , Steinberg, Christian , Giudicessi, John R. , Werf, Christian van der , Nazer, Babak , Krahn, Andrew D. , Gollob, Michael H. , Healey, Jeff S. , Glikson, Michael , Watkins, Hugh , Postema, Pieter G. , Belhassen, Bernard

JAMA | June 20, 2024 | Volume: 332 | Issue: 3 | Pages: 204

10.1001/jama.2024.8599 Get It

Importance Sudden death and cardiac arrest frequently occur without explanation, even after a thorough clinical evaluation. Calcium release deficiency syndrome (CRDS), a life-threatening genetic arrhythmia syndrome, is undetectable with standard testing and leads to unexplained cardiac arrest. Objective To explore the cardiac repolarization response on an electrocardiogram after brief tachycardia and a pause as a clinical diagnostic test for CRDS. Design, Setting, and Participants An international, multicenter, case-control study including individual cases of CRDS, 3 patient control groups (individuals with suspected supraventricular tachycardia; survivors of unexplained cardiac arrest [UCA]; and individuals with genotype-positive catecholaminergic polymorphic ventricular tachycardia [CPVT]), and genetic mouse models (CRDS, wild type, and CPVT were used to define the cellular mechanism) conducted at 10 centers in 7 countries. Patient tracings were recorded between June 2005 and December 2023, and the analyses were performed from April 2023 to December 2023. Intervention Brief tachycardia and a subsequent pause (either spontaneous or mediated through cardiac pacing). Main Outcomes and Measures Change in QT interval and change in T-wave amplitude (defined as the difference between their absolute values on the postpause sinus beat and the last beat prior to tachycardia). Results Among 10 case patients with CRDS, 45 control patients with suspected supraventricular tachycardia, 10 control patients who experienced UCA, and 3 control patients with genotype-positive CPVT, the median change in T-wave amplitude on the postpause sinus beat (after brief ventricular tachycardia at ≥150 beats/min) was higher in patients with CRDS ( P &amp;lt; .001). The smallest change in T-wave amplitude was 0.250 mV for a CRDS case patient compared with the largest change in T-wave amplitude of 0.160 mV for a control patient, indicating 100% discrimination. Although the median change in QT interval was longer in CRDS cases ( P = .002), an overlap between the cases and controls was present. The genetic mouse models recapitulated the findings observed in humans and suggested the repolarization response was secondary to a pathologically large systolic release of calcium from the sarcoplasmic reticulum. Conclusions and Relevance There is a unique repolarization response on an electrocardiogram after provocation with brief tachycardia and a subsequent pause in CRDS cases and mouse models, which is absent from the controls. If these findings are confirmed in larger studies, this easy to perform maneuver may serve as an effective clinical diagnostic test for CRDS and become an important part of the evaluation of cardiac arrest.
Substrate characterization and outcomes of ventricular tachycardia ablation in amyloid cardiomyopathy: a worldwide study
Hasegawa, Kanae , Liang, Jackson J. , Stevenson, William G. , Siontis, Konstantinos C. , Liang, Jackson , Compagnucci, Paolo , Russo, Antonio Dello , Gasperetti, Alessio , Schiavone, Marco , Sehrawat, Ojasav , Mohanty, Sanghamitra , Tondo, Claudio , Tandri, Harikrishna , Santangeli, Pasquale , Natale, Andrea , Casella, Michela

Europace | May 24, 2024 | Volume: 26 | Issue: Supplement_1 | Pages: No page available

10.1093/europace/euae102.353 Get It

Abstract Background the electrophysiological substrate underpinning ventricular tachycardia (VT) in cardiac amyloidosis (CA) remains elusive, and outcomes of catheter ablation in this peculiar population are currently unknown. Purpose we sought to describe the electrophysiological substrate and clinical outcomes of VT ablation in a cohort of patients with CA. Methods we included 19 consecutive patients (mean age, 69±10 years; male sex, 89%) with CA (ATTR, n=13; AL, n=6) undergoing catheter ablation for VT/ventricular fibrillation (VF) between 2013 and 2023 in a retrospective, observational, international study, involving 7 referral European and North American electrophysiology units. The primary efficacy outcome was recurrent VT/VF during follow-up, while the primary safety outcome included major procedure-related adverse events. Results the indication for ablation was drug-refractory VT in 16 patients (84%), and PVC-initiated polymorphic VT/VF in 3 (16%). Catheter ablation was performed using endocardial (n=14, 74%) or endo-epicardial approaches (n=5, 26%). Complete endocardial electroanatomical voltage maps of the left and right ventricles were obtained in 14 (74%) and 6 (32%) patients, respectively. Each patient had evidence of low-voltage areas, most commonly involving the interventricular septum (n=12); late potentials were recorded in 13 patients (68%). A median of 1 (1-2) VTs were inducible per patient; in 10 subjects (43% of mappable VTs), activation mapping was consistent with septal VT origin. Complete procedural success was obtained in 13 patients (68%), at the expense of 4 (21%) major procedure-related adverse events. After a median follow-up of 36 (18-54) months, sustained VT/VF recurrence was observed in 9 patients (47%); survival free from VT/VF recurrence was 74% (95%CI, 56-96%) at 12 months, and 53% (95%CI, 34-94%) at 36-month follow-up; the majority of patients remained on antiarrhythmic drugs (Figure). Low-voltage QRS (HR,21.96; p=0.022) and complete procedural success (HR,0.08; p=0.029) were associated with recurrent VT/VF at multivariable analysis (Figure). Conclusions catheter ablation of VT/VF is associated with favorable acute and mid-term arrhythmia control, yet with substantial risk of procedure-related complications and long-term recurrences. Septal substrate and frailty challenge successful management of patients with CA and VT/VF.Multimodality evaluation of LV substrateMain Study Outcomes
Post-operative atrial fibrillation after noncardiac surgery: diagnostic role of ambulatory rhythm monitoring for recurrent arrhythmia after hospital discharge
Gersh, B.J., Siontis, Konstantinos C. , Junior, J De Melo, Naser, Jwan A. , Chamberlain, Alanna M. , Noseworthy, Peter A.

Europace | May 24, 2024 | Volume: 26 | Issue: Supplement_1 | Pages: No page available

10.1093/europace/euae102.034 Get It

Abstract Introduction Postoperative atrial fibrillation (POAF) after noncardiac surgery constitutes 10-15% of all cases of incident atrial fibrillation (AF) in the community and has been associated with an increased risk of stroke. The risk of subsequent AF among patients with POAF is not well defined. Purpose To evaluate the role of systematic 30-day electrocardiographic (ECG) monitoring in the detection of AF recurrence after POAF. Methods In a prospective interventional study, patients who underwent major noncardiac surgeries and had new AF documented by ECG in the post-operative period between May 2022 and April 2023 were identified. For these patients, a 30-day ambulatory ECG monitor was recommended upon discharge, with final ordering deferred to the primary inpatient teams. Rates of recurrent AF of any duration detected by 30-day monitoring plus routine care versus routine care alone after the surgery were compared. Results Eighty-five patients with new-onset POAF were included (mean age 72 years, male 67%). Of these, 35 (41%) patients underwent up to 30 days [median 23 (IQR 6-27) days] of continuous ECG monitoring after hospital discharge. There were no significant differences in baseline characteristics between patients who did or did not undergo monitoring (Table 1). During median 281 (IQR 197-385) days of follow-up, recurrent AF was documented in 14/35 (40%) patients in the monitoring group as opposed to 7/50 (14%) patients in the usual care group (log-rank p=0.003, Figure 1). The median time from day of surgery until documented AF recurrence was 25 (IQR 6-53) days in the monitoring group and 66 (IQR 25-145) in the usual care group. Overall, 81% of recurrent AF events in both groups were detected in the first 3 months after surgery. The median burden of AF in the cardiac monitoring group was 7% (IQR 1-15), with the longest AF event lasting a median of 6 (IQR 2-18) hours. Anticoagulation for AF was prescribed in 24/64 (37%) patients with POAF without recurrence and in 16/21 (76%) patients with recurrent AF. Conclusion Recurrent AF following POAF is common and detected most frequently in the first 3 months after noncardiac surgery. Systematic ambulatory rhythm monitoring is associated with a higher rate of AF detection following hospital discharge and may identify a patient subgroup who might benefit from anticoagulation therapy.Table 1Figure 1
Secondary tricuspid regurgitation: incidence, types, and outcomes in atrial fibrillation vs. sinus rhythm
Naser, Jwan A. , Castrichini, Matteo , Ibrahim, Hossam H , Scott, Christopher G. , Lin, Grace , Mankad, Rekha , Siontis, Konstantinos C. , Eleid, Mackram F. , Pellikka, Patricia A. , Pislaru, Sorin V. , Mankad, Rekha , Siontis, Konstantinos C , Pellikka, Patricia A , Sabbah, Michael S. , Nkomo, Vuyisile T , Scott, Christopher , Naser, Jwan A , Castrichini, Matteo , Lee, Eunjung , Michelena, Héctor I. , Nkomo, Vuyisile T.

European Heart Journal | May 16, 2024 | Volume: 45 | Issue: 31 | Pages: 2878-2890

10.1093/eurheartj/ehae346 Get It

Abstract Background and Aims Incidence and types of secondary tricuspid regurgitation (TR) are not well defined in atrial fibrillation (AFib) and sinus rhythm (SR). Atrial secondary TR (A-STR) is associated with pre-existing AFib; however, close to 50% of patients with A-STR do not have AFib. The aim of this study was to assess incidence, types, and outcomes of ≥ moderate TR in AFib vs. SR. Methods Adults with and without new-onset AFib without structural heart disease or ≥ moderate TR at baseline were followed for the development of ≥ moderate TR. Tricuspid regurgitation types were pacemaker, left-sided valve disease, left ventricular (LV) dysfunction, pulmonary hypertension (PH), isolated ventricular, and A-STR. Results Among 1359 patients with AFib and 20 438 in SR, 109 and 378 patients developed ≥ moderate TR, respectively. The individual types of TR occurred more frequently in AFib related to the higher pacemaker implantation rates (1.12 vs. 0.19 per 100 person-years, P &lt; .001), larger right atrial size (median 78 vs. 53 mL, P &lt; .001), and higher pulmonary pressures (median 30 vs. 28 mmHg, P &lt; .001). The most common TR types irrespective of rhythm were LV dysfunction-TR and A-STR. Among patients in SR, those with A-STR were older, predominantly women with more diastolic abnormalities and higher pulmonary pressures. All types of secondary TR were associated with all-cause mortality, highest in PH-TR and LV dysfunction-TR. Conclusions New-onset AFib vs. SR conferred a higher risk of the individual TR types related to sequelae of AFib and higher pacemaker implantation rates, although the distribution of TR types was similar. Secondary TR was universally associated with increased mortality.
Mitral valve prolapse: arrhythmic risk during pregnancy and postpartum
Sabbag, Avi , Aabel, Eivind W. , Castrini, Anna Isotta , Siontis, Konstantinos C. , Duthoit, Guillaume , Asirvatham, Samuel J. , Sehrawat, Ojasay, Kirkels, Feddo P. , Rav, Moshe , Peichl, Petr , Lim, H. , Martins, Raphaël P. , Font, Jonaz , Truong, Nguyen Ngoc Khoi , Estensen, Mette E , Laredo, Mikael , Duthoit, Guillaume , Kirkels, Feddo P , Beinart, Roy , Peichl, Petr , Sohns, Christian , Haugaa, Kristina , Asirvatham, Samuel J , Martins, Raphael , Aabel, Eivind W , Sabbag, Avi , Nizard, J. , Rosendael, Philippe J. van , Beinart, Roy , Haugaa, Kristina H.

European Heart Journal | May 14, 2024 | Volume: 45 | Issue: 20 | Pages: 1831-1839

10.1093/eurheartj/ehae224 Get It

Abstract Background and Aims Arrhythmic mitral valve prolapse (AMVP) is linked to life-threatening ventricular arrhythmias (VAs), and young women are considered at high risk. Cases of AMVP in women with malignant VA during pregnancy have emerged, but the arrhythmic risk during pregnancy is unknown. The authors aimed to describe features of women with high-risk AMVP who developed malignant VA during the perinatal period and to assess if pregnancy and the postpartum period were associated with a higher risk of malignant VA. Methods This retrospective international multi-centre case series included high-risk women with AMVP who experienced malignant VA and at least one pregnancy. Malignant VA included ventricular fibrillation, sustained ventricular tachycardia, or appropriate shock from an implantable cardioverter defibrillator. The authors compared the incidence of malignant VA in non-pregnant periods and perinatal period; the latter defined as occurring during pregnancy and within 6 months after delivery. Results The authors included 18 women with AMVP from 11 centres. During 7.5 (interquartile range 5.8–16.6) years of follow-up, 37 malignant VAs occurred, of which 18 were pregnancy related occurring in 13 (72%) unique patients. Pregnancy and 6 months after delivery showed increased incidence rate of malignant VA compared to the non-pregnancy period (univariate incidence rate ratio 2.66, 95% confidence interval 1.23–5.76). Conclusions The perinatal period could impose increased risk of malignant VA in women with high-risk AMVP. The data may provide general guidance for pre-conception counselling and for nuanced shared decision-making between patients and clinicians.
Abstract 9213: Effect of Ai-Enabled Ecg Screening for Low Ef in Patients With Different Socioeconomic Status
Inselman, Jonathan , Rushlow, David , Thacher, Thomas D., Behnken, Emma , Bernard, Matthew , Rosas, Steven , Akfaly, Abdulla , Misra, Artika , Molling, Paul , Krien, Joseph, Siontis, Konstantinos C. , Friedman, Paul, Kurani, Shaheen , McCoy, Rozalina G. , Foss, Randy , Barry, Barbara , Kapa, Suraj , Gersh, Bernard J. , Pellikka, Patricia A. , López-Jiménez, Francisco , Attia, Zachi I. , Halamka, John , Noseworthy, Peter A. , Yao, Xiaoxi

Circulation | April 23, 2024 | Volume: 144 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.144.suppl_1.9213 Get It

Introduction: Asymptomatic LV systolic dysfunction is often underdiagnosed, leading to missed opportunities for treatment. In a recently completed pragmatic RCT, an AI algorithm performed on the ECGs ordered as part of routine practice increased early diagnosis of low EF. The current study aimed to understand whether the effectiveness of the AI algorithm integrated into routine care differed by the socioeconomic status of the patient. Methods: The main findings of the RCT were previously published. Clinicians in the intervention group had access to AI results (i.e., a positive or negative screening result, with positive results indicating a high likelihood of low EF). When a positive result was found, clinicians in the intervention group received an alert that encouraged them to order TTE if considered clinically appropriate. Clinicians in the control group did not have access or received alerts. Area deprivation index (ADI) was used to measure area-level social determinants of health. This study included 16,992 patients (control 8,225; intervention: 8,767) who had ECG performed for any indications between 8/5/2019 and 3/31/2020, no prior HF, and a valid address to derive ADI. The primary endpoint was a new diagnosis of EF≤50% within 3 months. Results: The mean age was 60.5±17.6 y. AI increased the diagnosis of low EF in the overall cohort (OR 1.42 [1.13, 1.78], p=0.01). The magnitude of benefit was greater in patients with higher socioeconomic status, e.g., living in an area that is less deprived (OR 1.88 [1.16, 3.05]), with higher median income, lower poverty rate, higher education level, better housing conditions, and higher proportion of white-collar workers, although the interaction was not statistically significant (Figure). Conclusions: AI enables early diagnosis of low EF and the magnitude of benefit might be numerically greater in patients with higher socioeconomic status, possibly due to variations in access to or referral for subsequent testing.
Unlocking the potential of artificial intelligence in electrocardiogram biometrics: age-related changes, anomaly detection, and data authenticity in mobile health platforms
Mangold, Kathryn, Carter, Rickey E. , Siontis, Konstantinos C. , López-Jiménez, Francisco , Asirvatham, Samuel J. , Friedman, Paul A. , Attia, Zachi I. , Mangold, Kathryn E , Lopez-Jimenez, Francisco , Attia, Zachi I , Asirvatham, Samuel J , Carter, Rickey E , Noseworthy, Peter A.

European Heart Journal - Digital Health | April 22, 2024 | Volume: 5 | Issue: 3 | Pages: 314-323

10.1093/ehjdh/ztae024 Get It

Abstract Aims Mobile devices such as smartphones and watches can now record single-lead electrocardiograms (ECGs), making wearables a potential screening tool for cardiac and wellness monitoring outside of healthcare settings. Because friends and family often share their smart phones and devices, confirmation that a sample is from a given patient is important before it is added to the electronic health record. Methods and results We sought to determine whether the application of Siamese neural network would permit the diagnostic ECG sample to serve as both a medical test and biometric identifier. When using similarity scores to discriminate whether a pair of ECGs came from the same patient or different patients, inputs of single-lead and 12-lead medians produced an area under the curve of 0.94 and 0.97, respectively. Conclusion The similar performance of the single-lead and 12-lead configurations underscores the potential use of mobile devices to monitor cardiac health.
Hypertrophic cardiomyopathy detection with artificial intelligence electrocardiography in international cohorts: an external validation study
Siontis, Konstantinos C. , Wieczorek, Mikolaj A. , Maanja, Maren , Hodge, David O. , Kim, Hyung‐Kwan , Lee, Heesun , Lim, Jaehyun , Ariga, Rina, Mahmod, Masliza , Ackerman, Michael J. , Friedman, Paul A. , Raman, Betty , Mahmod, Masliza , Watkins, Hugh , Neubauer, Stefan , Windecker, Stephan , Ackerman, Michael J , Friedman, Paul A , Kim, Hyung-Kwan , Lee, Hyun‐Jung , Park, Chan Soon , Watkins, Hugh , Windecker, Stephan , Siontis, George C.M. , Gersh, Bernard J. , Attia, Zachi I. , Noseworthy, Peter A.

European Heart Journal - Digital Health | April 13, 2024 | Volume: 5 | Issue: 4 | Pages: 416-426

10.1093/ehjdh/ztae029 Get It

Abstract Aims Recently, deep learning artificial intelligence (AI) models have been trained to detect cardiovascular conditions, including hypertrophic cardiomyopathy (HCM), from the 12-lead electrocardiogram (ECG). In this external validation study, we sought to assess the performance of an AI-ECG algorithm for detecting HCM in diverse international cohorts. Methods and results A convolutional neural network-based AI-ECG algorithm was developed previously in a single-centre North American HCM cohort (Mayo Clinic). This algorithm was applied to the raw 12-lead ECG data of patients with HCM and non-HCM controls from three external cohorts (Bern, Switzerland; Oxford, UK; and Seoul, South Korea). The algorithm’s ability to distinguish HCM vs. non-HCM status from the ECG alone was examined. A total of 773 patients with HCM and 3867 non-HCM controls were included across three sites in the merged external validation cohort. The HCM study sample comprised 54.6% East Asian, 43.2% White, and 2.2% Black patients. Median AI-ECG probabilities of HCM were 85% for patients with HCM and 0.3% for controls (P &lt; 0.001). Overall, the AI-ECG algorithm had an area under the receiver operating characteristic curve (AUC) of 0.922 [95% confidence interval (CI) 0.910–0.934], with diagnostic accuracy 86.9%, sensitivity 82.8%, and specificity 87.7% for HCM detection. In age- and sex-matched analysis (case–control ratio 1:2), the AUC was 0.921 (95% CI 0.909–0.934) with accuracy 88.5%, sensitivity 82.8%, and specificity 90.4%. Conclusion The AI-ECG algorithm determined HCM status from the 12-lead ECG with high accuracy in diverse international cohorts, providing evidence for external validity. The value of this algorithm in improving HCM detection in clinical practice and screening settings requires prospective evaluation.