- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT01870258
Myocardial Infarction Prediction
Prediction of Acute Myocardial Infarction With Artificial Neural Networks in Patients With Nondiagnostic Electrocardiogram
Study Overview
Status
Conditions
Intervention / Treatment
Detailed Description
Myocardial infarction remains one the leading causes of mortality and morbidity and involves a high cost of care. Early prediction can be helpful in preventing the development of myocardial infarction with appropriate diagnosis and treatment. Artificial neural networks have opened new horizons in learning about the natural history of diseases and predicting cardiac disease.
Methods: A total of 935 cardiac patients with chest pain and nondiagnostic electrocardiogram (ECG) were enrolled and followed for 2 weeks in two groups based on the appearance of myocardial infarction. Two types of data were used for all patients: nominal (clinical data) and quantitative (ECG findings). Two different artificial neural networks - radial basis function (RBF) and multi-layer perceptron (MLP) - were used.
Study Type
Enrollment (Actual)
Phase
- Not Applicable
Participation Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Description
Inclusion Criteria:
- patient with chest pain refered to ER with nondiagnostic ECG
Exclusion Criteria:
- 1) Absence of a history of myocardial infarction
- 2) Absence of bundle branch block, Wolf-Parkinson-White abnormality, ventricular hypertrophy or previous ECG signs of myocardial infarction,
- 3) Absence of a history of percutaneous coronary surgery or coronary artery bypass grafting,
- 4) Absence of ECG abnormalities attributable to drugs such as digoxin or tricyclic antidepressants.
Study Plan
How is the study designed?
Design Details
- Primary Purpose: DIAGNOSTIC
- Allocation: NON_RANDOMIZED
- Interventional Model: PARALLEL
- Masking: QUADRUPLE
Arms and Interventions
Participant Group / Arm |
Intervention / Treatment |
---|---|
PLACEBO_COMPARATOR: those without MI in 2 weeks
patient without MI in 2 weeks
|
Other Names:
|
ACTIVE_COMPARATOR: patient with MI
group with MI in 2 weeks
|
Other Names:
|
What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Time Frame |
---|---|
myocardial infarction
Time Frame: 2 weeks
|
2 weeks
|
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
---|---|---|
hospital admission due to cardiac events
Time Frame: 2 weeks
|
may be includes unstable angina, cardiac arrest or PCIor CABG
|
2 weeks
|
Collaborators and Investigators
Study record dates
Study Major Dates
Study Start
Primary Completion (ACTUAL)
Study Completion (ACTUAL)
Study Registration Dates
First Submitted
First Submitted That Met QC Criteria
First Posted (ESTIMATE)
Study Record Updates
Last Update Posted (ESTIMATE)
Last Update Submitted That Met QC Criteria
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
- 90-8037
This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.
Clinical Trials on Myocardial Infarction
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Azienda ULSS 5 PolesanaUniversity of PadovaUnknownMyocardial Infarction, Acute | ST Segment Elevation Myocardial Infarction | Non-ST Elevation Myocardial Infarction (nSTEMI)Italy
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Fundacio Privada Mon Clinic BarcelonaMiracor Medical SANot yet recruiting
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Stiftung Institut fuer HerzinfarktforschungGlaxoSmithKline; University Hospital Muenster; Klinikum NürnbergCompletedMyocardial Infarction | ST-Elevation Myocardial Infarction | Non-ST-Elevation Myocardial InfarctionGermany
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Bispebjerg HospitalOdense University Hospital; Zealand University Hospital; Hvidovre University... and other collaboratorsRecruitingST Elevation Myocardial Infarction | Acute Myocardial Infarction | Non-ST Elevation Myocardial Infarction (nSTEMI)Denmark
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Population Health Research InstituteCanadian Institutes of Health Research (CIHR); Boston Scientific CorporationActive, not recruitingST Elevation Myocardial Infarction | Non ST Elevation Myocardial InfarctionCanada
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University of LeedsUniversity College, LondonCompletedST-elevation Myocardial Infarction | Non ST-elevation Myocardial Infarction
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Karolinska InstitutetUppsala University; The Swedish Research CouncilActive, not recruitingST Elevation Myocardial Infarction | Acute Myocardial Infarction | Non-ST Elevation Myocardial InfarctionSweden
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Oslo University HospitalVestre Viken Hospital Trust; University of Oslo; University Hospital of North... and other collaboratorsActive, not recruitingST Elevation Myocardial Infarction | Acute Myocardial Infarction | Non-ST Elevation Myocardial InfarctionNorway
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Barts & The London NHS TrustUniversity College, London; Queen Mary University of LondonCompletedAcute Myocardial InfarctionSwitzerland, Denmark, United Kingdom
Clinical Trials on ANN prediction of myocardial infarction
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Centre Hospitalier Régional Metz-ThionvilleCompleted
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Far Eastern Memorial HospitalCompletedMyocardial InfarctionTaiwan
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University of NottinghamUniversity of Wisconsin, MadisonCompletedStroke | Pneumonia | Acute Coronary Syndrome
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Beijing Haidian HospitalBeijing Fangshan District Liangxiang HospitalUnknownDiagnoses Disease | Acute Myocardial Infarction | Cardiac DiseaseChina
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The First Affiliated Hospital with Nanjing Medical...Completed
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The New Model of Care, Hail Health ClusterHealth Holding Company, Hail Health Cluster, Saudi ArabiaNot yet recruiting
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TheratechnologiesCompletedHIV Infections | LipodystrophyUnited States, Canada