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302 citation(s) found for "Noseworthy, Peter A".

Serial Artificial Intelligence ECG-Derived Atrial Fibrillation Probability and Recurrence Risk After Pulsed Field Ablation
Sardana, Mayank , Rodriguez-Riascos, Juan F , Vemulapalli, Hema S , Kim, James , Attia, Zachi I , Wood, Julia , Mangold, Kathryn E , Friedman, Paul A , Noseworthy, Peter A , Srivathsan, Komandoor

Mayo Clinic

Circulation: Arrhythmia and Electrophysiology | October 8, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1161/circep.126.015183 | PMID 42845233 Get It

BACKGROUND: Pulsed field ablation is now widely used for atrial fibrillation (AF) ablation, but atrial tachyarrhythmia recurrence remains common and postablation risk tools are limited. We assessed whether a validated sinus‑rhythm artificial intelligence— enabled ECG AF probability score, and its early postablation change, predicts recurrence after pulsed field ablation. METHODS: We studied consecutive patients undergoing index pulsed field ablation across 3 Mayo Clinic sites (February 2024–March 2025) with ≥1 sinus‑rhythm ECG within 180 days preprocedure. Baseline artificial intelligence—enabled ECG AF score (range 0–1) was the mean across baseline ECGs. Recovery indices (RI30/60/90), defined as mean postprocedure artificial intelligence—enabled ECG score within days 1–30/60/90 minus baseline, predicted post‑blanking recurrence using corresponding 30‑, 60‑, and 90‑day blanking windows. The primary outcome was time to first documented AF/atrial flutter/atrial tachycardia episode >30 seconds, ascertained via clinic ECGs, ambulatory monitoring, and device interrogations. Cox regression adjusted for prespecified clinical and echocardiographic covariates assessed associations; Harrell C‑statistic quantified discrimination. RESULTS: Among 1052 patients (67±10 years; 33% women), median baseline score was 0.35; 320 (30%) recurred over 188 days. Higher baseline score independently predicted recurrence (hazard ratio per 0.1 increase, 1.08 [95% CI, 1.03–1.14]). Scores rose on day 0 after ablation, then declined over subsequent weeks, with persistently higher, less‑improving trajectories among patients who recurred (time×recurrence interaction P <0.001). Day 0 score was not independently associated with recurrence after adjustment. Attenuated early recovery (higher recovery index) was independently associated with recurrence, most robustly for RI-90 (hazard ratio per 0.1 increase, 1.15 [95% CI, 1.07–1.24]), and improved discrimination beyond baseline and covariates (C‑statistic, 0.63–0.67; ΔC=0.04). Findings were consistent in a historical thermal ablation cohort. CONCLUSIONS: Baseline and early postablation dynamics of a sinus‑rhythm artificial intelligence—enabled ECG AF probability score are associated with pulsed field ablation recurrence and may aid multivariable risk stratification; prospective validation is warranted.
From Technical Performance to Clinical Readiness: A Phase-Based Framework for Evidence Standards in Clinical Artificial Intelligence
Nenadic, Ivan , Loring, Zak , Noseworthy, Peter A. , Ahmad, Faraz S. , Vasconcelos, Luiz , Fudim, Marat , Murthy, Venkatesh L. , Vasconcelos, Luiz , Noseworthy, Peter A , Ahmad, Faraz , Nenadic, Ivan

Mayo Clinic

NEJM AI | September 17, 2026 | Volume: 3 | Issue: 10 | Pages: No page available

10.1056/aip2600684 Get It

Physiology-guided cardioneuroablation for vagally mediated syncope and functional bradyarrhythmias
Kowlgi, Gurukripa N. , Pachón-M, José Carlos , Prasitlumkum, Narut , Gulati, Arvind, Yoo, Jeanwoo , Karlen, Kallie, Tan, Nicholas Y. , Sugrue, Alan , Killu, Ammar M. , Deshmukh, Abhishek , Munoz, Freddy Del‐Carpio , Siontis, Konstantinos C. , Madhavan, Malini , Friedman, Paul A. , Pachon-Mateos, Enrique, Pachon, Carlos, Acosta, Juan , Cha, Yong‐Mei , Shen, Win‐Kuang , Kowlgi, Narayan G , Prasitlumkum, Narut , Pachon, Jose C , Gulati, Arvind, Kapa, Suraj , DeSimone, Christopher V. , Noseworthy, Peter A. , Mateos, Enrique I. Pachon-, Pachon, Carlos Thiene C., Asirvatham, Samuel J.

Mayo Clinic

No container title available | August 5, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.08.03.26359633 Get It

Abstract Background Vagally mediated syncope and functional bradyarrhythmias can cause recurrent symptoms, injury and a need for permanent pacing, yet standard therapies do not address the underlying autonomic reflex. Cardioneuroablation (CNA) targets this mechanism, but adoption has been limited by uncertainty about patient selection, procedural endpoints and durable outcomes. Methods We studied 95 consecutive patients with vagally mediated syncope (n=78) or functional bradyarrhythmia (n=17) who underwent CNA at a single center by a single lead operator under a uniform, prospectively maintained protocol. Extracardiac vagal stimulation (ECVS) was performed before and after ablation to confirm vagally mediated sinus or atrioventricular (AV) nodal responses and to verify their attenuation. Outcomes through 1 year included clinical recurrence, quality of life, pacing burden and pacemaker extraction. Results Before ablation, ECVS provoked sinus pauses in 95.8% of patients and AV block in 91.6%; after ablation, sinus pauses were abolished in every patient and residual AV block was present in 4.2%. One-year freedom from recurrent syncope and from bradyarrhythmia-related events was 93.8% and 94.1%. Syncope burden fell from a median of 2.7 episodes per year to none, and disease-specific quality of life improved substantially (P<0.001). Among patients with pre-existing devices, atrial pacing burden fell from a median of 22% to 0%. There were no strokes, deaths or myocardial infarctions. Conclusions In this single-center cohort, physiology-guided CNA was associated with durable symptom control, improved quality of life and reduced pacing across vagally mediated bradyarrhythmia syndromes. Multicenter controlled studies are needed to confirm these findings.
Vascular Risk Prediction in Migraine: A Multimodality Risk Score Based on Artificial Intelligence-electrocardiogram Output, Echocardiography, and Detailed Migraine Characteristics (S23.007)
Zhang, Nan, Yang, Ping‐Hao , Chao, Chieh-Ju, Mangold, Kathryn, Attia, Zachi, Friedman, Paul A., Noseworthy, Peter A., Ihara, Keiko , Chao, Chieh‐Ju , López-Jiménez, Francisco , Attia, Zachi I. , Friedman, Paul A. , Noseworthy, Peter A. , Chiang, Chia‐Chun

Mayo Clinic

Neurology | June 10, 2026 | Volume: 106 | Issue: 11_Supplement_1 | Pages: No page available

10.1212/wnl.0000000000213010 Get It

Beyond Atrial Shunt-A Comprehensive Study of Echocardiogram Findings and Their Association with Adverse Vascular Events in Patients with Migraine (S23.008)
Yang, Ping‐Hao , Zhang, Nan, Mangold, Kathryn, Attia, Zachi, Friedman, Paul, Noseworthy, Peter, Chao, Chieh‐Ju , López-Jiménez, Francisco , Attia, Zachi I. , Noseworthy, Peter A. , Chiang, Chia‐Chun

Mayo Clinic

Neurology | June 10, 2026 | Volume: 106 | Issue: 11_Supplement_1 | Pages: No page available

10.1212/wnl.0000000000215032 Get It

Empiric and Trigger‐Guided Superior Vena Cava Isolation in AF Ablation: Systematic Review and Meta‐Analysis
Sehrawat, Ojasav , Garg, Vasudha, Foo, Cher Y. , Khandekar, Ninad , Matai, Pallavi, ASIRVATHAM, SAMUEL, Siontis, Konstantinos C., Noseworthy, Peter A., Asirvatham, Samuel J. , Foo, Cher Ying , Asirvatham, Samuel J , Xue, Chao , Siontis, Konstantinos C. , Noseworthy, Peter A.

Mayo Clinic

Pacing and Clinical Electrophysiology | May 19, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1111/pace.70296 | PMID 42154216 Get It

ABSTRACT Background Superior vena cava isolation (SVCI) is performed as an adjunct to pulmonary vein isolation (PVI) for atrial fibrillation, yet whether an empiric or trigger‐guided strategy is preferable remains uncertain. Prior meta‐analyses have been largely restricted to index procedures in paroxysmal AF and have not explicitly stratified by ablation strategy. We sought to address these gaps through a systematic review of available randomized evidence. Methods Major databases were searched through November 2025 for RCTs comparing PVI+SVCI versus PVI alone. Trials were stratified by strategy: empiric SVCI (performed irrespective of SVC ectopy) or trigger‐guided SVCI (performed only upon demonstrated SVC triggers). The primary outcome was atrial tachyarrhythmia recurrence (≥30 s) beyond the blanking period. Random‐effects models, pre‐specified subgroup analyses, meta‐regression, and GRADE certainty assessment were performed. Results Eight RCTs ( n = 1231) were included; most enrolled paroxysmal AF, while two incorporated non‐paroxysmal AF subtypes and one evaluated repeat ablation procedures. Overall, SVCI+PVI significantly reduced recurrence versus PVI alone (97/604 vs. 135/627; RR 0.77, 95% CI 0.61–0.97; p = 0.03; I 2 = 0%). On stratified analysis, empiric SVCI demonstrated a significant recurrence reduction (RR 0.70, 95% CI 0.53–0.92; p = 0.01; I 2 = 0%), while trigger‐guided SVCI did not reach statistical significance (RR 0.80, 95% CI 0.37–1.74; p = 0.57; I 2 = 52%). In paroxysmal AF ( n = 1038), adjunctive SVCI significantly reduced recurrence compared with PVI alone (RR 0.68, 95% CI 0.52–0.90; p = 0.01; I 2 = 0%). Fluoroscopy time was longer with SVCI; total procedure duration was comparable. Major complications were infrequent but numerically higher with SVCI+PVI (15/604 vs. 7/627; RR 1.96, 95% CI 0.87–4.38; p = 0.10). Meta‐regression identified no significant effect modifiers. GRADE certainty was high for overall and empiric analyses, and moderate for trigger‐guided SVCI. Conclusions Empiric SVCI significantly reduced AT/AF recurrence as an adjunct to PVI, while trigger‐guided SVCI did not demonstrate a significant benefit. These findings suggest SVC isolation confers benefit independent of prior trigger documentation, supporting the role of empiric SVCI as an adjunct to AF ablation.
Abstract WE404: Trends in Survival after Atrial Fibrillation in a Midwestern Community
Manemann, Sheila, Salama, Peter, Tordsen, Walker, Killian, Jill, Vaughan, Lisa, Gersh, Bernard, Siontis, Konstantinos, Noseworthy, Peter, DeSimone, Christopher, Deshmukh, Abhishek, Chamberlain, Alanna, Manemann, Sheila M., Salama, Peter, Tordsen, Walker, Killian, Jill M. , Vaughan, Lisa E. , Gersh, Bernard, Noseworthy, Peter, DeSimone, Christopher V. , Deshmukh, Abhishek , Chamberlain, Alanna M.

Mayo Clinic

Circulation | April 30, 2026 | Volume: 153 | Issue: Suppl_1 | Pages: No page available

10.1161/cir.153.suppl_1.we404 Get It

Background: Contemporary data on trends in survival after incident atrial fibrillation (AF) are limited. Methods: Residents of a 27-county area in southern Minnesota and western Wisconsin with new-onset atrial fibrillation or atrial flutter between 2013 and 2023 were identified. An electronic algorithm requiring 1 inpatient code or 2 outpatient codes separated by >7 days but within 1 year was used to define AF. Patients were followed for all-cause mortality through March 31, 2025. Standardized mortality ratios of observed versus expected survival were calculated, and time trends in survival were examined using Cox regression adjusting for demographics, cardiovascular risk factors, comorbid conditions, and area-level measures of socioeconomic status and rurality. Results: There were 44,930 individuals identified with incident AF from 2013-2023 (56.4% male; mean (SD) age 72.8 (13.5) years; 95.8% were non-Hispanic white). Within the first 90 days, the risk of all-cause mortality was greatly elevated compared with individuals of a similar age and sex distribution in the general population (standardized mortality ratios 12.6, 95% CI, 12.1-13.0 and 3.8, 95% CI, 3.6-4.0 for the first 30 days and 31 to 90 days after diagnosis, respectively). This excess risk was observed for all age groups but was greatest in the youngest age group (standardized mortality ratios among 18-64 year olds for the first 30 days: 49.9, 95% CI, 44.6-55.7 and 31 to 90 days: 11.1, 95% CI: 9.4-13.1; Figure ). In the youngest age group, the excess risk persists through 5 years post AF, however, in the oldest age group the excess risk only persisted through 1 year. Survival within the first 90 days improved over the study period (adjusted hazard ratio [aHR], 0.88; 95% CI, 0.79-0.99 for 2023 vs 2013); likewise, among 90-day survivors, survival improved between 2013 and 2023 (aHR,0.82; 95% CI, 0.76-0.88). These trends were driven by improvements in the younger age groups, particularly for death among 90-day survivors (aHR for 18-64 years, 0.66, 95% CI, 0.52-0.83; 65-74 years: 0.77, 95% CI: 0.65-0.90; 75-84 years, 0.84, 95% CI: 0.75-0.95; 85+ years, 0.99, 95% CI: 0.98-1.01). Conclusion: In a Midwestern community, the excess risk of death is high within the first 90 days after incident AF. Furthermore, survival after AF has improved between 2013 and 2023, with the improvement greatest in younger age groups.
First-in-Human Clinical Experience With Focal Pulsed Field and Radiofrequency Dual-Modality Ablation for Treatment Refractory Left Ventricular Summit PVCs
Patil, Shivaraj, Liu, Xiaoke Ken, Siontis, Konstantinos C. , Prasitlumkum, Narut , Asirvatham, S, Cha, Yong‐Mei , Munoz, Freddy Del‐Carpio , Deshmukh, Abhishek , DeSimone, Christopher V. , Friedman, Paul A. , Madhavan, Malini , Mulpuru, S K, Munger, Thomas, Nguyen, Duy T. , Tan, N, Sugrue, Alan , Killu, Ammar M. , Asirvatham, Samuel J. , Liu, Xiaoke , Asirvatham, Samuel J , Del-Carpio Munoz, Freddy , Deshmukh, Abhishek J , Ezzeddine, Fatima , Friedman, Paul A , Kowlgi, Narayan G , Madhavan, Malini , Mulpuru, Siva K , Nguyen, Duy, Noseworthy, Peter A , Tan, Nicholas , Sugrue, Alan , Kapa, Suraj , Killu, Ammar M , DeSimone, Christopher V , Prasitlumkum, Narut , Ezzeddine, Fatima M. , Kowlgi, Gurukripa N. , Mulpuru, Siva K. , Munger, Thomas M., Noseworthy, Peter A. , Kapa, Suraj

Mayo Clinic

Circulation: Arrhythmia and Electrophysiology | April 24, 2026 | Volume: 19 | Issue: 6 | Pages: No page available

10.1161/circep.126.014942 | PMID 42030455 Get It

BACKGROUND: Radiofrequency (RF) ablation of premature ventricular complexes (PVCs) originating from the left ventricular summit may be unsuccessful, highlighting the need for alternative approaches. We aimed to assess the efficacy and safety of a novel dual-modality focal catheter in treating left ventricular summit PVCs in patients who had failed previous RF ablation. METHODS: Patients were prospectively enrolled and underwent a redo ablation procedure using an irrigated, contact-force sensing, dual-modality focal catheter (TactiFlex Duo, Abbott) under compassionate use indication. The ablation strategy, including the choice of energy modality (monopolar pulsed field [PF], RF, or both), was left to the operator’s discretion. Safety assessments included serial biomarkers, renal function, and CMR within 36 hours. Efficacy was defined as ≥80% reduction in PVC burden with symptom resolution at 3-month follow-up. RESULTS: Six consecutive patients (4 men; mean age, 53.8±15 years) with symptomatic left ventricular summit PVCs and a prior failed RF ablation (range, 1–2) were prospectively enrolled. All PVCs had an inferior axis, with a left bundle V1 morphology observed in 4 of 6 cases (mean burden, 30.1±5.3%). Acute suppression of PVCs was achieved in all cases. Acute suppression with a single PF application in the great cardiac vein-anterior interventricular vein occurred in 2 patients, while 3 patients required additional RF, PF, or combined RF+PF applications at adjacent sites. One patient with an inaccessible great cardiac vein-anterior interventricular vein was successfully treated in the left ventricular outflow tract with RF+PF application. Transient, reversible left anterior descending vasospasm was observed during PF delivery in 2 of 5 cases that underwent PF application adjacent to a coronary artery, despite pretreatment with intracoronary nitroglycerin without ECG or hemodynamic sequelae. All patients had durable suppression of PVCs at follow-up. CONCLUSIONS: In its first human application, dual-modality ablation was feasible and effective for refractory left ventricular summit PVCs. Transient coronary vasospasm occurred, though it was reversible and without acute clinical consequences.
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

Mayo Clinic

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

10.1093/ehjopen/oeag049 | PMID 41970469 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.
Echocardiography-Based, Artificial Intelligence-Enabled Electrocardiography (AI-ECG) for Diastolic Hemodynamics Phenotyping in Acute Heart Failure (AHF)
Wong, Yee Weng, Abbasi, Muhannad , Lee, Eunjung , Tsaban, Gal, Attia, Zachi I. , Friedman, Paul A., Noseworthy, Peter A. , Lopez-Jimenez, F., Chen, H H, Lin, Grace , Scott, Luis R. , Ezzeddine, Omar F. Abou, Oh, Jae K., López-Jiménez, Francisco , Noseworthy, Peter A , Lopez-Jimenez, Francisco , Attia, Zachi I , Lin, Grace , Wong, Yee W , Tsaban, Gal , Friedman, Paul A. , Chen, Horng H. , AbouEzzeddine, Omar F. , Oh, Jae K.

Mayo Clinic

No container title available | March 6, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.03.05.26347763 Get It

ABSTRACT Background Acute heart failure (AHF) exhibits marked heterogeneity in diastolic hemodynamics, yet comprehensive echocardiographic assessment of diastolic function (DF) and filling pressure (FP) is often infeasible. We evaluated whether artificial intelligence–enabled electrocardiography (AI-ECG) could provide scalable DF grading and FP estimation in hospitalized AHF patients. Methods We retrospectively studied adults hospitalized for AHF across Mayo Clinic sites (2013–2023) who received ≥1 dose of intravenous loop diuretic and had paired 12-lead ECG and TTE. The previously validated AI-ECG DF model was applied without retraining to generate four DF grades and a continuous FP probability. Clinical outcomes were all-cause mortality and heart failure rehospitalization. Associations with clinical severity markers and echocardiographic indices were examined. Kaplan–Meier survival analysis and adjusted multivariable Cox proportional hazards models were performed. Exploratory analyses examine the kinetics of change in FP probability and impact on mortality. Results Among 11,513 patients (median age 75 years, 39% female), AI-ECG DF grading was feasible in 100%, whereas echocardiographic DF was indeterminate in 44% of clinically eligible patients. In 2,582 patients with determinate echocardiographic DF, AI-ECG FP probability discriminated TTE Grade 2–3 dysfunction with AUC 0.85 (95% CI 0.83 – 0.86). Higher AI-ECG DF grades were associated with higher comorbidity burden, worse NYHA class, elevated NT-proBNP, higher MAGGIC scores, elevated PCWP, and more advanced structural remodeling. After multivariable adjustment, AI-ECG DF remained independently associated with mortality (hazard ratio [HR] 1.25, 95% CI 1.16–1.35 for Grade 2; HR 1.44, 95% CI 1.33–1.56 for Grade 3 versus Normal/Grade 1). Combining AI-ECG DF with MAGGIC scores yielded ordered risk gradients, with highest mortality in patients with both high MAGGIC and Grade 2–3 DF. Among patients with serial ECGs, improvement in FP probability was independently associated with lower mortality (HR 0.85, 95% CI 0.79–0.91), whereas worsening did not show a consistent adverse gradient beyond baseline DF. Conclusions In a large, geographically diverse AHF cohort, AI-ECG DF grading was universally feasible, correlated with established hemodynamic severity markers, and provided independent prognostic information beyond established risk factors, supporting its role as a pragmatic, scalable diastolic biomarker in AHF. CLINICAL PERSPECTIVE What Is New? In 11,513 hospitalized acute heart failure (HF) patients, artificial intelligence-enabled electrocardiography provided diastolic function grading in 100% of patients from a single 12-lead ECG without requiring additional clinical variables, compared with 56% feasibility for guideline-based echocardiography grading. AI-ECG diastolic function grades correlated with established marker of severity (NYHA functional class, NT-proBNP, MAGGIC risk scores, and pulmonary capillary wedge pressure) and remained independently associated with both mortality and HF rehospitalization after multivariable adjustment. Serial AI-ECG measurements identified post-discharge filling pressure trajectories, with improvement independently associated with 15% lower mortality, a first demonstration that longitudinal ECG assessment can track post-discharge hemodynamic recovery. What Are the Clinical Implications? AI-ECG transforms the universally obtained 12-lead ECG into an actionable hemodynamic biomarker that addresses the critical gap when echocardiographic diastolic function assessment is indeterminate or unavailable in acute HF patients. Despite markedly different hemodynamic severity and long-term outcomes across AI-ECG diastolic function grades, hospitalization length of stay did not differ, suggesting advanced diastolic dysfunction represents occult risk not easily recognized during routine acute care and highlighting the need for improved post-discharge risk stratification. The continuous filling pressure probability metric enables longitudinal monitoring of post-discharge hemodynamic status using serial routine ECGs, potentially identifying patients requiring intensified follow-up or specialist referral.