- ICH GCP
- US Clinical Trials Registry
- Klinisk utprøving NCT07774689
AI-ECG for Preoperative Cardiovascular Risk Stratification Before General Surgery
Utilization of AI-ECG for Preoperative Cardiovascular Risk Stratification in General Surgery: A Randomized Controlled Trial
This randomized controlled trial evaluates whether an artificial intelligence-enhanced electrocardiography (AI-ECG)-based strategy for preoperative cardiovascular risk stratification is noninferior to usual care in patients undergoing elective general surgery. Eligible patients are randomly assigned to either an AI-ECG-guided preoperative assessment strategy or usual preoperative care.
The primary outcome is the incidence of major adverse cardiovascular events (MACE) within 30 days after surgery, defined as a composite of all-cause death, ventricular fibrillation/tachycardia or cardiac arrest, non-fatal myocardial infarction, unplanned revascularization (PCI or CABG), mechanical ventilation for ≥3 days, and acute heart failure requiring intravenous diuretics.
Secondary outcomes include the rate of preoperative cardiac imaging and functional testing (echocardiography, coronary CT, SPECT, stress test), the rate of preoperative cardiology consultation, length of hospital stay, direct medical costs, and the time required for preoperative evaluation. The study aims to determine whether AI-ECG can safely guide preoperative cardiovascular evaluation while reducing unnecessary testing, resource use, and cost.
Studieoversikt
Status
Forhold
Intervensjon / Behandling
Studietype
Registrering (Antatt)
Fase
- Ikke aktuelt
Kontakter og plasseringer
Studiekontakt
- Navn: Ji Hyun Lee, MD
- Telefonnummer: 82-31-787-7045
- E-post: jihyunlee310@snubh.org
Studiesteder
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Gyeonggido
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Seongnam-si, Gyeonggido, Sør -Korea, 13620
- Seoul National University Bundang Hospital
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Ta kontakt med:
- Ji Hyun Lee, MD
- Telefonnummer: 82-31-787-7045
- E-post: jihyunlee310@snubh.org
-
-
Deltakelseskriterier
Kvalifikasjonskriterier
Alder som er kvalifisert for studier
- Voksen
- Eldre voksen
Tar imot friske frivillige
Beskrivelse
Inclusion Criteria:
- Adults aged 20 years or older
- Patients scheduled for elective (non-emergent) general surgery
- Willing and able to provide voluntary written informed consent
Exclusion Criteria:
- Emergency surgery
- Surgery under local anesthesia
Studieplan
Hvordan er studiet utformet?
Designdetaljer
- Primært formål: Helsetjenesteforskning
- Tildeling: Randomisert
- Intervensjonsmodell: Parallell tildeling
- Masking: Ingen (Open Label)
Våpen og intervensjoner
Deltakergruppe / Arm |
Intervensjon / Behandling |
|---|---|
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Eksperimentell: AI-ECG-guided preoperative strategy
Patients undergo preoperative cardiovascular risk stratification guided by the output of the AI-ECG device (ECG Buddy).
Further preoperative cardiovascular evaluation and cardiology consultation are directed according to the AI-ECG-based assessment.
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A standard 12-lead ECG is analyzed by an AI-enhanced ECG algorithm (ECG Buddy) to stratify preoperative cardiovascular risk.
Designated AI-ECG biomarkers are used as decision thresholds to guide subsequent preoperative cardiovascular evaluation and cardiology consultation.
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Ingen inngripen: Usual care
Patients receive usual preoperative care for cardiovascular evaluation according to standard institutional practice, without use of the AI-ECG-based strategy.
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Hva måler studien?
Primære resultatmål
Resultatmål |
Tiltaksbeskrivelse |
Tidsramme |
|---|---|---|
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Incidence of major adverse cardiovascular events (MACE) within 30 days after surgery
Tidsramme: Within 30 days after surgery
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Composite of all-cause death, ventricular fibrillation/tachycardia or cardiac arrest, non-fatal myocardial infarction, unplanned revascularization (PCI or CABG), mechanical ventilation for ≥3 days, and acute heart failure requiring intravenous diuretics.
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Within 30 days after surgery
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Sekundære resultatmål
Resultatmål |
Tiltaksbeskrivelse |
Tidsramme |
|---|---|---|
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Rate of preoperative cardiac imaging and functional testing
Tidsramme: From randomization to surgery, up to 24 weeks
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Proportion of patients undergoing preoperative echocardiography, coronary CT, SPECT, or stress testing.
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From randomization to surgery, up to 24 weeks
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Rate of preoperative cardiology consultation
Tidsramme: From randomization to surgery, up to 24 weeks
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From randomization to surgery, up to 24 weeks
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Length of hospital stay
Tidsramme: Through hospital discharge (up to 30 days)
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Through hospital discharge (up to 30 days)
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Direct medical costs
Tidsramme: Within 30 days after surgery
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Within 30 days after surgery
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Time required for preoperative evaluation
Tidsramme: From randomization to surgery, up to 24 weeks
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From randomization to surgery, up to 24 weeks
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Samarbeidspartnere og etterforskere
Etterforskere
- Hovedetterforsker: Ji Hyun Lee, MD, Seul National University Bundang Hospital
Publikasjoner og nyttige lenker
Generelle publikasjoner
- Cho Y, Yoon M, Kim J, Lee JH, Oh IY, Lee CJ, Kang SM, Choi DJ. Artificial Intelligence-Based Electrocardiographic Biomarker for Outcome Prediction in Patients With Acute Heart Failure: Prospective Cohort Study. J Med Internet Res. 2024 Jul 3;26:e52139. doi: 10.2196/52139.
- Siontis KC, Noseworthy PA, Attia ZI, Friedman PA. Artificial intelligence-enhanced electrocardiography in cardiovascular disease management. Nat Rev Cardiol. 2021 Jul;18(7):465-478. doi: 10.1038/s41569-020-00503-2. Epub 2021 Feb 1.
- Thompson A, Fleischmann KE, Smilowitz NR, de Las Fuentes L, Mukherjee D, Aggarwal NR, Ahmad FS, Allen RB, Altin SE, Auerbach A, Berger JS, Chow B, Dakik HA, Eisenstein EL, Gerhard-Herman M, Ghadimi K, Kachulis B, Leclerc J, Lee CS, Macaulay TE, Mates G, Merli GJ, Parwani P, Poole JE, Rich MW, Ruetzler K, Stain SC, Sweitzer B, Talbot AW, Vallabhajosyula S, Whittle J, Williams KA Sr; Peer Review Committee Members. 2024 AHA/ACC/ACS/ASNC/HRS/SCA/SCCT/SCMR/SVM Guideline for Perioperative Cardiovascular Management for Noncardiac Surgery: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Circulation. 2024 Nov 5;150(19):e351-e442. doi: 10.1161/CIR.0000000000001285. Epub 2024 Sep 24.
Studierekorddatoer
Studer hoveddatoer
Studiestart (Antatt)
Primær fullføring (Antatt)
Studiet fullført (Antatt)
Datoer for studieregistrering
Først innsendt
Først innsendt som oppfylte QC-kriteriene
Først lagt ut (Faktiske)
Oppdateringer av studieposter
Sist oppdatering lagt ut (Faktiske)
Siste oppdatering sendt inn som oppfylte QC-kriteriene
Sist bekreftet
Mer informasjon
Begreper knyttet til denne studien
Nøkkelord
Ytterligere relevante MeSH-vilkår
Andre studie-ID-numre
- B-2603-1033-001
Plan for individuelle deltakerdata (IPD)
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