AIMC Topic: Non-ST Elevated Myocardial Infarction

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A soft voting ensemble classifier for early prediction and diagnosis of occurrences of major adverse cardiovascular events for STEMI and NSTEMI during 2-year follow-up in patients with acute coronary syndrome.

PloS one Jun 11, 2021
OBJECTIVE: Some researchers have studied about early prediction and diagnosis of major adverse cardiovascular events (MACE), but their accuracies were not high. Therefore, this paper proposes a soft voting ensemble classifier (SVE) using machine lear...
Non-ST Elevated Myocardial Infarction Area Under Curve ROC Curve Follow-Up Studies ST Elevation Myocardial Infarction Acute Coronary Syndrome Republic of Korea Female Male Middle Aged Aged Machine Learning Algorithms Humans
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Artificial neural network-based prediction of prolonged length of stay and need for post-acute care in acute coronary syndrome patients undergoing percutaneous coronary intervention.

European journal of clinical investigation Nov 29, 2020
BACKGROUND: Prolonged length of stay (LOS) and post-acute care after percutaneous coronary intervention (PCI) is common and costly. Risk models for predicting prolonged LOS and post-acute care have limited accuracy. Our goal was to develop and valida...
Hospitals, Rehabilitation Middle Aged Risk Assessment Non-ST Elevated Myocardial Infarction Humans ST Elevation Myocardial Infarction Angina, Unstable Subacute Care Acute Coronary Syndrome Length of Stay Transitional Care Aged Skilled Nursing Facilities Hospices Neural Networks, Computer Nursing Homes Percutaneous Coronary Intervention Male Female Patient Discharge
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Indoleamine 2,3-Dioxygenase (IDO) Enzyme Links Innate Immunity and Altered T-Cell Differentiation in Non-ST Segment Elevation Acute Coronary Syndrome.

International journal of molecular sciences Dec 26, 2017
Atherosclerosis is a chronic inflammatory disease characterized by a complex interplay between innate and adaptive immunity. Dendritic cells (DCs) play a key role in T-cell activation and regulation by promoting a tolerogenic environment through the ...
Immunity, Innate Aged, 80 and over Non-ST Elevated Myocardial Infarction Lymphocyte Activation T-Lymphocyte Subsets Adult Indoleamine-Pyrrole 2,3,-Dioxygenase Cell Differentiation Monocytes Acute Coronary Syndrome Humans Middle Aged Male Female Cells, Cultured Dendritic Cells Aged
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External validation of the myocardial-ischaemic-injury-index machine learning algorithm for the early diagnosis of myocardial infarction: a multicentre cohort study.

The Lancet. Digital health Jul 1, 2024
BACKGROUND: The myocardial-ischaemic-injury-index (MI) is a novel machine learning algorithm for the early diagnosis of type 1 non-ST-segment elevation myocardial infarction (NSTEMI). The performance of MI, both when using early serial blood draws (e...
Humans Machine Learning Algorithms Troponin I Early Diagnosis Emergency Service, Hospital Myocardial Infarction Male Middle Aged Europe Female Cohort Studies Prospective Studies Aged Non-ST Elevated Myocardial Infarction Biomarkers
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Advancing non-ST-elevation myocardial infarction risk assessment with artificial intelligence-based algorithms.

The Lancet. Digital health Jul 1, 2024
Algorithms Risk Assessment Non-ST Elevated Myocardial Infarction Humans Artificial Intelligence
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