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NCT Number: NCT07077057

Ticino Artificial InTelligence integrAtioN for Occlusion Myocardial Infarction

The goal of this clinical trial is to evaluate whether an artificial intelligence (AI)-based ECG interpretation tool improves the early diagnosis and treatment of occlusion myocardial infarction (OMI) in adults presenting with suspected acute coronary syndrome (ACS) who do not meet traditional ST-elevation myocardial infarction (STEMI) criteria.

The main questions it aims to answer are:

1. Does AI-assisted ECG interpretation enable more timely identification and treatment of OMI, as defined by earlier initiation of coronary intervention? 2. Does AI-assisted diagnosis reduce infarct size, measured by peak high-sensitivity troponin T (hsTnT) levels?

Researchers will compare AI-assisted ECG interpretation to standard care to determine if the AI tool improves clinical outcomes and care timelines.

Participants will:

1. Present with symptoms suggestive of ACS but without clear STEMI criteria 2. Be randomized 1:1 to either AI-assisted or standard ECG interpretation 3. Undergo follow-up assessments for cardiovascular outcomes, including 30-day death, time to treatment of total coronary occlusion, and peak hsTnT levels

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Key information

Age range

18 year and older

Sex eligibility

All sexes

Study type

Interventional

Phase

Not applicable

Primary location

Cardiocentro Ticino Institute

Lugano, Canton Ticino, 6900, Switzerland

Location status: Recruiting

Location contact

Andrea Milzi, MD

CONTACT

[email protected]

+41 91 8115385

Andrea Milzi, MD

SUB_INVESTIGATOR

Marco Valgimigli, MD PhD

PRINCIPAL_INVESTIGATOR

Marco Valgimigli, MD, PhD

CONTACT

[email protected]

+41 91 8115363

Who can participate

Healthy volunteers accepted: No

Only the study team can determine whether someone qualifies for participation.

Inclusion criteria

  • Symptoms suspected of ongoing acute myocardial ischemia: Patients presenting with symptoms such as chest pain, dyspnoea, sweating, nausea or vomiting, pain radiating to the shoulder/arm/jaw/back, fatigue, or light-headedness
  • Age: Patients aged 18 years or older.
  • Informed Consent: Patients able to provide informed consent

Exclusion criteria

  • Clear diagnosis of ST-segment elevation MI (STEMI) according to managing physicians.
  • Pregnancy or Lactation.
  • Legally incompetent to provide informed consent.
  • Symptoms onset>24 hrs prior to clinical presentation.

Treatment and study plan

AI-assisted ECG interpretation (PMcardio)

Diagnostic Test

Participants in the experimental arm will undergo 12-lead ECG interpretation supported by a CE-marked artificial intelligence (AI) tool (PMcardio, Powerful Medical, Slovakia). The AI algorithm analyzes ECG data in real time to detect patterns suggestive of occlusion myocardial infarction (OMI), including cases not meeting traditional ST-elevation myocardial infarction (STEMI) criteria. In the experimental arm, the AI output is provided immediately to the treating clinician and used as an adjunct to standard ECG interpretation to support timely diagnosis and management decisions.

Primary outcomes

  1. Hierarchical primary endpoint

    Time frame: 30 days

    The primary endpoint of the prospective phase, analysed hierarchically using the unmatched, unstratified win ratio, will be a composite of:

    • Cardiovascular mortality at 30 days.
    • Timely treatment of angiographically confirmed TIMI 0-1 occlusions, defined as insertion of the arterial sheath within 120 minutes from randomization.
    • Time-to-treatment of angiographically confirmed TIMI 0-1 occlusions.
    • Peak high- hsTnT levels in ng/mL as a surrogate measure of infarct size. Time of coronary intervention will be defined as time from randomisation to insertion of the arterial sheath. Peak hsTnT is defined as the maximum level of hsTnT within 48h from randomization or within 48 hours from intervention if percutaneous coronary intervention took place later than 24 hours from randomization.

Secondary outcomes

  1. Cardiovascular mortality at 30 days

    Time frame: 30 days

    Cardiovascular mortality at 30 days

  2. Timely treatment of TIMI 0-1 occlusions

    Time frame: Periprocedural

    Timely treatment is defined as arterial sheath insertion within 120 minutes of randomization

  3. Time-to-treatment of TIMI 0-1 occlusions

    Time frame: Periprocedural

    Expressed in minutes from time of randomization

  4. Peak hsTnT levels

    Time frame: 48 hours from randomization or intervention

    Peak hsTnT is defined as the maximum level of hsTnT within 48h from randomization or within 48 hours from intervention if percutaneous coronary intervention took place later than 24 hours from randomization.

  5. Major adverse cardiovascular events (MACE) at follow-up

    Time frame: up to 10 years

    Major adverse cardiovascular events (MACE), defined as a composite of cardiovascular death, myocardial infarction, or stroke at follow up (30-days, 1 year, 3/5/10 years)

  6. Cardiovascular death at follow-up

    Time frame: up to 10 years

    Cardiovascular death at follow up (30-days, 1 year, 3/5/10 years)

  7. Myocardial infarction at follow-up

    Time frame: up to 10 years

    Myocardial infarction at follow up (30-days, 1 year, 3/5/10 years)

  8. Stroke at follow-up

    Time frame: up to 10 years

    Stroke at follow up (30-days, 1 year, 3/5/10 years)

  9. Infarct Size

    Time frame: 48 hours from randomization or intervention

    • hsTnT area under the curve
  10. Infarct Size

    Time frame: 48 hours from randomization or intervention

    • Creatine kinase-MB (CK-MB) peak concentration
  11. Infarct Size

    Time frame: 48 hours from randomization or intervention

    • CK-MB area under the curve
  12. Time from randomization to antithrombotic therapy

    Time frame: periprocedural

    Time from randomization to antithrombotic therapy (expressed in minutes)

  13. Time from randomization to coronary angiography

    Time frame: periprocedural

    Time from randomization to coronary angiography (expressed in minutes) This outcome will be assessed both in all patients and in patients with OMI according to the different definitions.

  14. Angiographic outcomes (restricted to patients undergoing PCI)

    Time frame: Periprocedural

    • Worst TIMI flow grade post-PCI (0-3)
    • Worst TIMI thrombus grade post-PCI (0-5)
  15. Total time spent in the emergency department post-randomization

    Time frame: periprocedural

    Total time spent in the emergency department post-randomization

  16. Length of hospital stay post-randomization

    Time frame: up to 30 days

    Length of hospital stay post-randomization (days)

  17. Resource utilization

    Time frame: periprocedural

    Number of diagnostic tests and procedures performed post-randomization before coronary angiography, including troponin measurements, transthoracic echocardiography and stress testing

  18. Health economic outcomes

    Time frame: 30 days

    These include both direct and indirect costs.

    Direct costs are defined as medical costs incurred post-randomization during the index hospitalization or emergency department visit, including diagnostics and procedures (e.g., ECG, troponin testing, coronary angiography, PCI), medications and consumables, staff time, and length of stay.

    Indirect costs, defined as non-medical or societal costs up to 30 days post-randomization, including lost productivity (e.g., time off work for patients or caregivers), transportation to follow-up visits, informal caregiving support, and early rehabilitation services

  19. Safety (Serious adverse events)

    Time frame: up to 10 years

  20. Diagnostic accuracy of AI algorithm

    Time frame: periprocedural

    Restricted to patients in the control group:

    • Sensitivity
    • Specificity
    • Positive predictive value (PPV)
    • Negative predictive value (NPV)
  21. Quality of life (EuroQol 5-Dimension 5-Level [EQ-5D-5L] Index Score)

    Time frame: up to 30 days

    Health-related quality of life will be assessed using the EuroQol 5-Dimension 5-Level (EQ-5D-5L) instrument at discharge and 30 days post-randomization. The EQ-5D-5L descriptive system comprises five dimensions (mobility, self-care, usual activities, pain/discomfort, and anxiety/depression), each with five levels of severity. Responses are converted into a single index score using a country-specific value set. The index score typically ranges from values below 0 (worse than death) to 1 (full health), with higher scores indicating better health-related quality of life.

Other outcomes

  1. Pre-procedural ECG analysis

    Time frame: periprocedural

    Sensitivity analysis of diagnostic accuracy of the AI-algorithm based on the 12-lead ECG recorded immediately prior to the start of coronary angiography, instead of the ECG at presentation.

  2. Alternative OMI definitions

    Time frame: 30 days

    Sensitivity analysis of the primary outcome using an alternative definition of OMI: TIMI flow 0-1, or TIMI flow 2-3 in the presence of large thrombus burden (TIMI thrombus grade ≥3).

Sponsors and collaborators

Lead sponsor

Cardiocentro Ticino

Other

Registry information

Acronym: TITAN-OMI

Important dates

Study start
2025
Primary completion
2027
Study completion
2027
First posted
Jul 22, 2025
Registry last updated
May 5, 2026

OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.

View the official ClinicalTrials.gov record (opens in a new tab)

This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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