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Not yet recruitingNCT07515807QCRC-AIUpdated Apr 21, 2026

Qatar Cardiometabolic Retrospective Cohort-Analysis Using Artificial Intelligence

An observational study in Cardio Vascular Disease, Acute Coronary Syndromes (ACS) and Type 2 Diabetes, sponsored by Weill Cornell Medical College in Qatar. Not yet recruiting at 1 site in Qatar. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2026-04-21.

Sponsored by Weill Cornell Medical College in Qatar · Observational

Study type
Observational
Model
Cohort
Time perspective
Other
Enrollment
10,000
Ages
18 Years and older
Sex
All
01

Study summary

Cardiovascular disease is the leading cause of death worldwide, and individuals with diabetes or other cardiometabolic conditions are at increased risk of adverse cardiovascular outcomes. Although advances in prevention and treatment have reduced cardiovascular events globally, cardiometabolic disease continues to represent a significant health burden, particularly in regions with high diabetes prevalence. In Qatar and other Gulf Cooperation Council countries, the prevalence of diabetes and obesity is increasing, contributing to a high proportion of participants presenting with acute coronary syndrome who have type 2 diabetes or prediabetes. This observational study will use electronic medical record data from patients hospitalized at the Heart Hospital with acute coronary syndrome and a concomitant diagnosis of diabetes or prediabetes. The study will assess trends in cardiovascular risk factors and cardiovascular events, including readmission and mortality. An artificial intelligence component will be used to develop and validate machine learning based risk prediction models to forecast adverse cardiovascular outcomes in participants with cardiometabolic disease. These models will integrate clinical, biochemical, imaging, and other non-invasive data routinely collected during participants care to identify predictors of cardiovascular events.

Read the detailed description

This study combines retrospective and prospective designs.

Retrospective:

We use past electronic medical records to identify participants and collect baseline information from their initial visit (using their code or health card number).

Prospective:

From that starting point, we follow the same participants forward in time, updating data every two years and recording new outcomes (mortality, cardiovascular events, rehospitalizations, treatment-related outcomes) at planned checkpoints (approximately 6 months, 1 year, and 2 years).

New eligible participants identified in later data extractions are added and followed in the same manner. Because we only observe and record participants existing records and outcomes without assigning interventions, the study is observational.

02

Conditions studied

  • Cardio Vascular Disease
  • Acute Coronary Syndromes (ACS)
  • Type 2 Diabetes
  • Pre Diabetes
  • Artifical Intelligence
03

In context

Acute Coronary Syndrome

1,488 studies on the registry are indexed under Acute Coronary Syndrome; 273 are open to participants now.

This study's planned enrollment of 10,000 is above the median of 500 across 590 observational studies indexed under Acute Coronary Syndrome.

Browse Acute Coronary Syndrome studies →

Lead sponsor

Weill Cornell Medical College in Qatar is the lead sponsor of 13 studies on the registry; 5 are open to participants now.

Counted across the registry records on this site, refreshed daily.

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Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Accepts healthy volunteers
No
Sampling method
Non-probability sample

Study population

Participants admitted at Hamad Medical Corporation for Acute Coronary Syndrome (ACS) or Acute Heart Failure (AHF).

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • Age ≥ 18
  • Qatari and Arab participants
  • Participants admitted for Acute Coronary Syndrome (ACS) or Acute Heart Failure (AHF)
  • Metabolic disease: Diabetes ( ≥ 6.5% or any HbA1C if a patient is on an antidiabetic agent) or pre-diabetes: 5.7% ≤ HbA1c ≤ 6.4%

Exclusion criteria

Exclusion Criteria:

  • Non-Qatari or non-Arab participants
  • Non-diabetic: \< 5.7%
  • This chart review involves no direct interaction with individuals. Prisoners are not a focus of this study, and incarceration status is not identifiable in the records reviewed.
Terms in these criteria, in plain language(1)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

HbA1c

A blood test of average blood sugar over the past two to three months, given as a percentage or in mmol/mol. 6.5% (48 mmol/mol) or more is the usual threshold for diabetes, normally confirmed by a second test.

05

Study design

Observational model
Cohort
Time perspective
Other
Enrollment
10,000 participants (estimated)
Target follow-up
2 Years
Patient registry
Yes
06

What researchers measure

Primary outcomes

  1. Incidence of 3-point Major Adverse Cardiovascular Events (MACE) in Acute Coronary Syndrome Patients

    Composite endpoint defined as the occurrence of cardiovascular death, non-fatal myocardial infarction, or non-fatal stroke. Events will be identified using electronic medical records, hospital admission data, and follow-up assessments during the study period. These outcomes will serve as endpoints for the development and validation of predictive machine learning models.

    Time frame: 5 years

  2. Incidences of 2-point Major Adverse Cardiovascular Events (MACE) in Heart Failure Patients

    Composite endpoint defined as cardiovascular death or hospitalization for heart failure. Events will be ascertained through hospital records, clinical documentation, and follow-up data collection. These outcomes will be used as endpoints for predictive model development and validation.

    Time frame: 5 years

Secondary outcomes

  1. Major Adverse Cardiovascular Events

    MACE - Major Adverse Cardiovascular Events

    Time frame: 5 years

  2. Unstable angina requiring hospitalization

    Time frame: 5 years

  3. Arrhythmic events

    Time frame: 5 years

  4. Coronary revascularization

    Time frame: 5 years

  5. Post-Percutaneous Coronary Intervention (PCI) or Coronary Artery Bypass Grafting (CABG) complications (stent/graft thrombosis or repeat revascularization)

    Time frame: 5 years

  6. Development or progression of valvular heart disease (aortic or mitral stenosis/regurgitation)

    Time frame: 5 years

  7. New-onset diabetes mellitus

    Time frame: 5 years

  8. Change in glycated Hemoglobin A1c (HbA1c)

    Time frame: 5 years

  9. Newly diagnosed medical or surgical conditions not present at baseline

    Time frame: 5 years

07

Study locations

1 site
08

References and documents

Individual participant data

Plan to share: Undecided

No publications or documents are linked to this record.

09

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Apr 21, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
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Registry details

Key details

Study ID
NCT07515807
Lead sponsor
Weill Cornell Medical College in Qatar
Responsible party
Sponsor
First posted
Apr 7, 2026
Start date
Jul 16, 2026 (estimated)
Primary completion
Jul 16, 2030 (estimated)
Completion
Jul 16, 2030 (estimated)
Last update
Apr 21, 2026

Study contacts

Charbel Abi Khalil Prof
Contact
cha2022@qatar-med.cornell.edu
+ 974 4492 8484
Charbel Abi Khalil
principal investigator · Weill Cornell Medicine-Qatar

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is not yet recruiting, as verified in Mar 2026. You cannot join it, but the record below documents what was studied.

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Discussion

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