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43 citation(s) found for "I, Haq".

Efficacy and Safety of Ruxolitinib Cream in Patients With Cutaneous Lichen Planus
Mangold, Aaron R., Lockshin, Benjamin, Lai, Zhihong, Rong, Rong, Nawaz, Haq , Ehst, Benjamin D. , Mangold, Aaron R. , Lockshin, Benjamin , Lai, Zhihong , Nawaz, Haq

JAMA Dermatology | September 23, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1001/jamadermatol.2026.3646 | PMID 42776548 Get It

Importance Lichen planus is a chronic, highly pruritic, inflammatory disease that affects the skin and other tissues. Objective To evaluate the efficacy and safety of ruxolitinib, 1.5%, cream in patients with cutaneous lichen planus. Design, Setting, and Participants This phase 2, 16-week, randomized, double-blind, vehicle-controlled trial with a 16-week open-label extension was conducted from November 2022 to February 2024. Patients were enrolled from 19 sites in the US and Canada. The trial included adults with predominantly cutaneous lichen planus, an Investigator’s Global Assessment (IGA) score of 3 or 4, an Itch Numerical Rating Scale score of 4 or greater, and an affected body surface area of 20% or less were enrolled. Data were analyzed from February to August 2024. Interventions Patients were randomized 1:1 to ruxolitinib, 1.5%, twice daily cream or vehicle cream for 16 weeks, after which eligible patients applied ruxolitinib cream twice daily as needed in a 16-week, open-label extension. Main Outcomes and Measures The primary end point was IGA treatment success (IGA score of 0 or 1 [clear/almost clear skin] with a ≥2-grade improvement from baseline) at week 16. Results Among 64 randomized patients, 46 (72%) were female, 18 (28%) were male, 18 (28%) were African American/Black, 4 (6%) were Asian, 40 (63%) were White, and the median (range) age was 57.0 (18-78) years. Significantly more patients who applied ruxolitinib, 1.5%, cream vs vehicle achieved IGA treatment success (50.0% [95% CI, 31.9%-68.1%] vs 21.9% [95% CI, 9.3%-40.0%], respectively; response rate difference, 29.4% [95% CI, 7.6%-51.3%]; P = .01; primary end point) at week 16, with further improvement to week 32. Similar results were observed in the proportion of patients who achieved a 4 or greater–point improvement from baseline in Itch Numerical Rating Scale score (week 16, 48.4% [95% CI, 30.2%-66.9%] vs 16.1% [95% CI, 5.5%-33.7%]; response rate difference, 33.5%; 95% CI, 12.2%-54.9%; P = .004; secondary end point). No serious treatment-emergent adverse events or discontinuations due to an adverse event were observed with ruxolitinib cream. Conclusions and Relevance The results of this randomized clinical trial suggest that ruxolitinib cream significantly reduced lesions and itch in patients with lichen planus. Therefore, ruxolitinib cream represents a potential treatment option for patients with cutaneous lichen planus. Trial Registration ClinicalTrials.gov Identifier: NCT05593432
Ventricular Fibrillation Mapping in a Large-Animal Model Using Dual Mechanical Circulatory Support: Electroanatomic Substrate Preservation Without Ischemic Changes
Quelal, Karol , Tri, Jason , Haq, Ikram-Ul , Welle, Amalia, Niu, Hanxu, Behfar, Atta , Yalamuri, Suraj , Ward, Robert C. , Ezzeddine, Fatima M. , Tolkacheva, Elena G. , Tan, Nicholas Y. , Munoz, Freddy Del‐Carpio , Asirvatham, Samuel J. , DeSimone, Christopher V. , Quelal, Karol , Tri, Jason A , Haq, Ikram U , Ward, Robert C , Ezzeddine, Fatima , Tolkacheva, E G , Del-Carpio Munoz, Freddy , Asirvatham, Samuel J , Behfar, Atta , Welle, Amalia A., Yalamuri, Suraj

Circulation: Arrhythmia and Electrophysiology | September 18, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1161/circep.126.014954 | PMID 42755696 Get It

BACKGROUND: Ventricular fibrillation (VF) remains a leading cause of sudden cardiac death with an incompletely characterized electrophysiological substrate. Traditional large-animal VF models are limited by hemodynamic collapse and myocardial ischemia. This study establishes a reproducible swine model using dual mechanical circulatory devices to enable high-density electroanatomic mapping under nonischemic conditions. METHODS: Five Yorkshire swine (55–65 kg) underwent sustained VF supported by venoarterial extracorporeal membrane oxygenation (2.5–3.0 L/min) and percutaneous left ventricular unloading (Impella CP, P-2–P-4). High-density electroanatomic mapping using CARTO 7 was performed at baseline and after defibrillation. Bipolar voltage was acquired from 7 predefined ventricular regions (21 measurements per animal per time point; n=210 paired observations). Unipolar voltage mapping and continuous surface ECG monitoring were used to assess acute ischemic injury. Systemic perfusion was maintained at systolic arterial pressure ≥80 mm Hg. Linear mixed-effects modeling was used to analyze voltage changes from pre-VF to post-VF. RESULTS: Sustained VF (10±1 minutes) was reproducibly induced and maintained with consistent hemodynamics (systolic arterial pressure, 90±5 mm Hg; extracorporeal membrane oxygenation flow, 2.5±0.5 L/min). All animals were successfully defibrillated. High-density mapping was feasible in all experiments (1000±300 points per chamber). Bipolar voltage showed no change from pre-VF (5.86±2.56 mV) to post-VF (6.53±2.22 mV; mean difference, 0.67 mV [95% CI, –0.31 to 1.65]; P =0.15). Both left ( P =0.17) and right ventricles ( P =0.08) demonstrated voltage preservation. Regional analysis showed no significant changes (all P >0.05); post-VF voltages remained above viability thresholds (>1.5 mV). Unipolar voltage maps recovered toward baseline, with no ECG injury pattern identified after defibrillation. CONCLUSIONS: Dual mechanical circulatory support with venoarterial extracorporeal membrane oxygenation and Impella CP enables reproducible, high-fidelity electroanatomic mapping and preserves myocardial substrate after sustained VF in a large-animal model. This platform overcomes key technical barriers in VF research, providing a nonischemic foundation for future mechanistic and translational studies.
Listening to the Right Ventricle: Invasive Hemodynamics to Refine Risk Before Ventricular Tachycardia Ablation
Haq, Ikram-Ul , Siontis, Konstantinos C. , Haq, Ikram U

Journal of Cardiovascular Electrophysiology | July 23, 2026 | Volume: 37 | Issue: 8 | Pages: 1709-1710

10.1111/jce.70442 | PMID 42489247 Get It

Outcomes of Artificial Intelligence-Enhanced Colonoscopy in a Tertiary Clinical Setting
Nayar, Kapil D , Yakout, Abdelrahman , Sanchez, Patrick S., Haq, Khwaja S., Yuting, Huang, Conklin, Kerri, Wallace, Michael, Kumbhari, Vivek , Huang, Yuting , Bakheet, Nader , Sanchez, Patrick, Yan, Yan , Huang, Yuting , Conklin, Kerri , Osagiede, Osayande , Yan, Yan , Wallace, Michael B

American Journal of Gastroenterology | February 12, 2026 | Volume: 121 | Issue: 4 | Pages: 974-981

10.14309/ajg.0000000000003953 | PMID 41677150 Get It

INTRODUCTION: Colonoscopies reduce colorectal cancer incidence and mortality, but challenges remain in detecting all precancerous lesions. Operator fatigue, technique variability, and subtle lesions can lead to missed adenomas, highlighting the need for tools that standardize detection quality. Computer-aided detection (CADe) systems use artificial intelligence to enhance lesion detection and improve screening colonoscopy quality. This study evaluates the impact of CADe on key quality and efficiency metrics in a clinical setting. METHODS: A single-center retrospective study at an academic tertiary center analyzed 4,028 colonoscopies from October 2022 to December 2023. The CADe system was used in 4 of 8 endoscopy suites, creating a CADe and control group. Propensity matching accounted for age, sex, indication, and physician. Primary outcomes included adenoma detection rate (ADR) and polyp detection rate (PDR). Adenomas per colonoscopy (APC) and polyps per colonoscopy (PPC) were also measured. Per-polyp analyses were performed as a tertiary outcome. RESULTS: ADR was significantly higher in the CADe group (38.6%) vs control (34.2%) (rate ratio [RR] = 1.127, P < 0.05). PDR was significantly higher in the CADe group (67.2%) vs control (59.4%) (RR = 1.130, P < 0.05). APC was significantly higher in the CADe group (M = 0.406, SD 0.637) vs control (M = 0.359, SD 0.599) (RR = 1.131, P < 0.05). PPC was significantly higher in the CADe group (M = 1.297, SD 1.188) vs control (M = 1.046, SD 1.002) (RR = 1.240, P < 0.05). The increase in polyp resection with CADe was driven predominantly by ≤5 mm lesions, with comparatively smaller differences for larger polyps. DISCUSSION: Implementing CADe in clinical practice significantly improved ADR, PDR, APC, and PPC. However, the increase in ADR seems inflated by the detection of polyps ≤5 mm, whose clinical significance in reducing colorectal cancer remains uncertain.
Extravascular Implantable Cardioverter Defibrillator (EV-ICD) therapy in patients with genetic heart disease: a single center experience
Coderre, Roxanne, Castrichini, M, Neves, R Almeida Lopes, Haq, I, Bos, Martijn, M, Y, Friedman, P, Mulpuru, S K, Sugrue, A M, Ackerman, M, Giudicessi, J R, Castrichini, Matteo , Haq, Ikram-Ul , Friedman, Paul A. , Mulpuru, Siva K. , Sugrue, Alan , Ackerman, Michael J. , Giudicessi, John R.

European Heart Journal | February 4, 2026 | Volume: 46 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehaf784.719 Get It

Abstract Background The extravascular implantable cardioverter defibrillator (EV-ICD) was designed to avoid lead-related complications associated with transvenous systems and deliver features such as anti-tachycardia pacing (ATP) and reduced generator size that provide an advantage over a subcutaneous ICD (S-ICD). As such, the EV-ICD is an attractive alternative for younger patients with genetic heart diseases (GHDs) who are not in need of permanent pacing. Objective To examine the indications, complications, and the clinical outcomes of patients with GHDs who received an EV-ICD. Methods A retrospective review of the electronic record was done for all GHD patients evaluated in genetic heart rhythm and/or cardiomyopathy clinics who had an EV-ICD implanted between 1/2021 and 2/2025. Basic demographic, ICD indications, complications, and therapy data were then extracted for all study patients. Results Overall, 23 patients (35% female; mean age 39 ± 16 years; 61% with a disease-causative genetic variant; mean LVEF 57%) with an underlying GHD (hypertrophic cardiomyopathy in 9, arrhythmogenic cardiomyopathy in 8, idiopathic ventricular fibrillation in 3, dilated cardiomyopathy in 2, and long QT syndrome in 1) had an EV-ICD implanted. For the majority, an EV-ICD was implanted for primary prevention (15/23; 65%) and represented their first ICD system (21/23; 91%). The success rate of the procedure was 96% with only one abandoned procedure because of poor R-wave sensing. Inadvertent intraprocedural lead placement in the pericardial space occurred in 1 patient with previous thoracotomy and surgically placed epicardial lead without sequelae or need for revision. Over a mean follow-up of 8±9 months, the rate of complications was low (1/23; 4%) with one electrode displacement and this patient underwent defibrillation threshold testing (DFT), the device properly detected VF and emitted a successful shock 30 J. Thus far, 2 patients have received appropriate VT/VF-terminating therapies (3 ICD shocks, 0 ATP) with successful conversion to sinus rhythm. One patient died following an electrical storm. One patient had 3 inappropriate ICD shock for sinus tachycardia while exercising followed by 1 successful shock for VF. Conclusion In this early experience, EV-ICDs appear to be safe and effective in younger patients with genetic arrhythmogenic and hypertrophic cardiomyopathies. Future studies are needed to better understand the utility of EV-ICDs in patients with cardiac channelopathies and advantages of EV-ICDs over transvenous and S-ICD systems in patients with an array of sudden death-predisposing GHDs.
Voice and Speech in Atypical Parkinsonian Disorders
Rodríguez‐Porcel, Federico , Ali, Farwa, Bruno, Michiko Kimura , Cuevas, Heather Davis, Dhall, Rohit , Dunne‐Platero, Kylie, Golbe, Lawrence I., Haq, Ihtsham, Herndon, Nicole E. , Honig, Lawrence S., Kang, Kyurim , Kremen, Sarah , Lamotte, Guillaume, Mir, Michela , Montaser‐Kouhsari, Leila , Page, Joel, Pickett, Hylan, Verdun, Laura Purcell, Richardson, Kelly , Shurer, Jessica , Troche, Michelle, Utianski, Rene L., Villarreal‐Cavazos, Katya , Wills, Anne‐Marie , Bruno, Michiko K , McFarland, Nikolaus R , Pantelyat, Alex , Virmani, Tuhin , Kremen, Sarah , Ali, Farwa , Dunne-Platero, Kylie E., Haq, Ihtsham , Honig, Lawrence S. , Lamotte, Guillaume , McFarland, Nikolaus R. , Pantelyat, Alexander , Troche, Michelle S. , Utianski, Rene L.

Movement Disorders Clinical Practice | January 10, 2026 | Volume: 13 | Issue: 8 | Pages: 1848-1860

10.1002/mdc3.70515 | PMID 41518136 Get It

Background Motor speech disorders are early, common, and functionally limiting features of atypical parkinsonian disorders (APDs) such as progressive supranuclear palsy (PSP), corticobasal syndrome (CBS), and multiple system atrophy (MSA). These impairments are underrecognized and undertreated in neurology clinics. Objectives This review aims to characterize speech impairment in APDs, offer practical guidance for clinical evaluation, highlight the role of Speech‐Language pathologists (SLPs) in diagnosis and management, and outline current and emerging management strategies. Methods A narrative review was conducted by the Diagnosis and Treatment Working Group of CurePSP's Centers of Care, integrating literature and clinical experience to summarize evaluation, diagnosis, and treatment of motor speech disorders in APDs. Results Speech changes in APDs are often mixed dysarthrias with hypokinetic, spastic, and/or ataxic components, and may include apraxia of speech; these are frequently more severe and progress quicker than in Parkinson's disease. These features can assist in differential diagnosis and should prompt early referral to SLPs. Despite the high prevalence of speech and voice changes, comprehensive assessment of motor speech disorders is uncommon in neurology clinics. Current evidence regarding the efficacy of interventions is mixed. Digital acoustic analysis and neuromodulation offer promising directions for diagnosis and treatment. Conclusions Early, collaborative management of motor speech impairment elevates care in APDs. Neurologists and SLPs must work together to improve recognition, diagnosis, and care. Future research should focus on objective biomarkers and personalized therapies to support communication, autonomy, and quality of life for individuals living with APDs.
Local Calcium Chloride Infusion Enhances Acute and Chronic Efficacy of Ventricular Pulsed‐Field Ablation
Koya, Taro , Haq, Ikram ul, Tri, Jason , Yang, Ying, Otsuka, Naoto , Sauer, William H. , Asirvatham, S., Nguyen, Duy T., Asirvatham, Samuel J. , Sauer, William H. , Haq, Ikram U , Tri, Jason A , Asirvatham, Samuel J

Journal of Cardiovascular Electrophysiology | December 22, 2025 | Volume: 37 | Issue: 2 | Pages: 374-380

10.1111/jce.70228 | PMID 41423655 Get It

ABSTRACT Background Pulsed‐field ablation (PFA) offers myocardial selectivity with minimal thermal injury, but depth for ventricular lesions may be insufficient or heterogeneous at clinically tolerable field strengths. Calcium electroporation—local calcium chloride (CaCl₂) infusion after PFA—may amplify electroporation‐mediated cell death while maintaining low energy settings. Objective To determine whether immediate post‐PFA CaCl₂ infusion enhances acute and chronic ventricular lesion formation in vivo. Methods Nine swine underwent focal ventricular PFA (750–1000 V, biphasic, 20 μs × 50 pulses, 200 ms interpulse) via an irrigated focal catheter and benchtop electroporator. Immediately post‐PFA, lesions were randomized to saline, 0.2 g Ca, or 0.4 g Ca infused locally through the catheter tip. Acute hearts were explanted for TTC analysis; surviving animals were studied at 7 days for chronic lesion geometry. Results Among 41 acute lesions (17 control, 12 Ca 0.2 g, 12 Ca 0.4 g), Ca 0.4 g increased dark‐zone depth (3.5 ± 1.4 vs. 2.3 ± 0.8 mm; p = 0.038) and pale‐zone depth (2.6 ± 1.3 vs. 1.3 ± 0.8 mm; p = 0.011) versus control. At 7 days ( n = 33 lesions), Ca 0.4 g produced larger scars than control (width 11.6 ± 2.1 vs. 10.0 ± 1.9 mm; p = 0.027; depth 4.2 ± 1 vs. 3.0 ± 0.8 mm; p < 0.001; volume 193.6.4 ± 82.3 vs. 109.4 ± 48.2 mm³; p = 0.001). Conclusions Local CaCl₂ infusion after ventricular PFA significantly augments acute electroporation effect and chronic lesion size at low output, supporting facilitated PFA as a strategy for deeper, more durable ventricular ablation.
Outcomes of Ventricular Tachycardia Ablation in Cardiac Laminopathy: An Updated Systematic Review and Single‐Arm Meta‐Analysis
Castrichini, Matteo , Félix, Iuri Ferreira , Vizentin, Vanessa Karlinski , Huynh, Trung, Swain, Will H., Siontis, Konstantinos C. , Killu, Ammar M. , Deshmukh, Abhishek , Ackerman, Michael J. , Giudicessi, John, Ferreira Felix, Iuri , Haq, Ikram U , Castrichini, Matteo , Garmany, Ramin , Huynh, Trung, Haq, Ikram U., Swain, Will H., Giudicessi, John R.

Journal of Cardiovascular Electrophysiology | December 3, 2025 | Volume: 37 | Issue: 2 | Pages: 268-274

10.1111/jce.70193 | PMID 41331778 Get It

ABSTRACT Background Ventricular tachycardia (VT) is a life‐threatening arrhythmia frequently observed in structural heart diseases, including LMNA‐related cardiomyopathy, a genetic disorder associated with high risk of sudden cardiac death and progressive systolic dysfunction. While catheter ablation is an established therapeutic option for VT, its efficacy in cardiac laminopathy remains poorly defined. Objectives To synthesize available evidence on the role and outcomes of VT ablation in patients with cardiac laminopathy. Methods A systematic review and single‐arm meta‐analysis was performed in accordance with PRISMA guidelines. PubMed, Embase, and Cochrane databases were searched for studies reporting VT ablation outcomes in LMNA‐related cardiomyopathy. An inverse variance random‐effects model was applied for meta‐analysis of proportions. Results Seven studies (six cohorts, one abstract) comprising 62 patients (mean age 53.2 ± 9.7 years; 85% male; 88% with implantable cardioverter‐defibrillator) were included. An endocardial/endo‐epicardial approach was used in 93% of cases. Acute procedural success was achieved in 37% (95% CI: 14%–63%; I² = 27.4%), and 28% required multiple procedures. Over a median follow‐up of 26 (9–35) months, VT recurrence occurred in 91% (95% CI: 76%–100%; I² = 37.2%). All‐cause mortality was 54% (95% CI: 39%–70%; I² = 28%), predominantly from cardiac causes (51%, 95% CI: 25%–76%; I² = 53%), and 14% (95% CI: 1%–34%; I² = 42%) underwent heart transplantation. Conclusions In LMNA‐related cardiomyopathy, catheter ablation is associated with high VT recurrence, limited long‐term success, and substantial cardiovascular mortality and transplantation rates, underscoring the importance of ICD implantation and the need for alternative strategies, including variant‐specific and molecularly targeted therapies.
Abstract 4371381: Outcomes of Ventricular Tachycardia Ablation in Cardiac Laminopathy: An Updated Systematic Review and Single-arm Meta-analysis.
Vizentin, Vanessa Karlinski , Huynh, Trung, Swain, William H , Siontis, Konstantinos C. , Killu, Ammar M. , Ackerman, Michael J. , Giudicessi, John R. , Félix, Iuri Ferreira , Castrichini, Matteo , Garmany, Ramin , Haq, Ikram

Circulation | November 3, 2025 | Volume: 152 | Issue: Suppl_3 | Pages: No page available

10.1161/circ.152.suppl_3.4371381 Get It

Background: Ventricular tachycardia (VT) is a potentially life-threatening arrhythmia frequently observed in structural heart diseases, including cardiac laminopathy, a genetic cardiomyopathy associated with a high risk of sudden cardiac death (SCD) and progressive systolic dysfunction caused by pathogenic variants in LMNA -encoded lamin A/C. While catheter ablation is a key therapeutic strategy for VT management, its efficacy in cardiac laminopathy remains poorly defined. Objective: This systematic review and single-arm meta-analysis aims to synthesize the available evidence in the literature on the role of VT ablation for patients with cardiac laminopathy. Methods: A single-arm meta-analysis was conducted following PRISMA guidelines, systematically searching PubMed, Embase, and Cochrane databases for studies investigating VT ablation outcomes in patients with cardiac laminopathy. We applied an inverse variance random-effects model for a meta-analysis of proportions. Results: We included 6 cohort studies and 1 abstract comprising 62 patients with LMNA-related cardiomyopathy (mean age at 53.2 ± 9.7 years, 85% males, and 88% with an ICD). The predominant ablation strategy was endocardial/endo-epicardial in 93% of cases. Acute success rate following VT ablation was 37% (95% CI: 14 to 63%) and 28% of the patients required multiple procedures. Over a median follow-up of 26 (9-35) months, VT recurrence rate after ablation was 91% (95% CI: 76 to 100%; Figure A ). The all-cause mortality rate was 54% (95% CI: 39% to 70%; Figure B ), primarily driven by cardiac causes 51% (95% CI: 25 to 76%; Figure C ). There was an elevated rate of heart transplantation 14% (95% CI: 1 to 34%), highlighting overall poor outcomes in this patient population. Conclusion: Catheter ablation in cardiac laminopathy is associated with limited long-term efficacy, with high rates of VT recurrence, cardiovascular mortality and heart transplantation. These findings underscore the importance of ICD implantation for primary prevention and the pressing need to develop alternative treatment strategies. Further research is necessary to determine whether specific LMNA variants influence ablation outcomes and to explore emerging therapies targeting the underlying molecular mechanisms of cardiac laminopathy.
Abstract 4361461: Transthoracic Echocardiographic and AI-ECG Predictors of Atrial Arrhythmia Recurrence After Surgical Ablation
Goings, Dylan , Haq, Ikram-Ul , Brandt, M. , Friedman, Paul A. , Killu, Ammar M. , Attia, Zachi I. , Brandt, Michael, Noseworthy, Peter A.

Circulation | November 3, 2025 | Volume: 152 | Issue: Suppl_3 | Pages: No page available

10.1161/circ.152.suppl_3.4361461 Get It

Background: Atrial arrhythmia recurrence after surgical ablation remains challenging to predict and integrating novel biomarkers may improve risk stratification. Objective: To evaluate whether combining preoperative transthoracic echocardiography (TTE) with artificial intelligence-enabled ECG (AI-ECG) scores enhances prediction of atrial fibrillation/flutter (AF/AFl) recurrence post surgical ablation. Methods: We retrospectively analyzed 1,696 patients undergoing Surgical AF/AFl Ablation between 2006 and 2025 with preoperative TTE and post-blanking ECGs. Clinical variables, TTE indices, and AI-ECG scores (AF probability, ECG-estimated age, HFpEF, LV dysfunction, and aortic stenosis scores) were assessed. The primary outcome was time to AF/AFl recurrence. Univariate/multivariable Cox models and a Random Survival Forest (RSF) model (80:20, training: testing) were developed to identify predictors. Results: Of 1,696 patients (mean age 67.3±10.2 years; 61.7% male) undergoing surgical AF/AFl ablation, 949 (56%) experienced AF/AFl recurrence during a median follow-up of 3.14 years. Patients with recurrence had larger left atria (mean LA area 30.4 vs 24.5 cm 2 , p < 0.001), more diastolic dysfunction (mitral inflow E-wave velocity 1.015 m/s vs 0.896 m/s , p < 0.001), and adverse AI-ECG biomarkers. In multivariable analysis, independent predictors of recurrence included a higher ECG-AF score (p < 1 x 10 -300 ), an older AI-ECG age (p = 0.0002), LA area (p = 0.046), body mass index (p = 0.036), and elevated diastolic blood pressure (HR 1.008 per mmHg, 95% CI 1.002 – 1.014; p = 0.010). The final Cox model achieved a C-index of ~0.67 and stratified patients into risk quartiles with 3-year freedom-from-arrhythmia rates of ~85% (lowest-risk) vs ~43% (highest-risk). An RSF model yielded a slightly higher test C-index (≈0.69), suggesting modest improvement with non-linear modeling. Conclusions: Preoperative AI-ECG biomarkers (AF probability, age discordance) and TTE markers of atrial remodeling independently predicted AF/AFl recurrence after surgical AF/AFl ablation and integration of these metrics improved risk stratification.