AIMC Topic: Myocardial Infarction
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Acute psychological stress-induced progenitor cell mobilization and cardiovascular events.
Journal of psychosomatic research
Jun 14, 2023
OBJECTIVE: Certain brain activation responses to psychological stress are associated with worse outcomes in CVD patients. We hypothesized that elevated acute psychological stress, manifesting as greater activity within neural centers for emotional re...
Electrocardiogram-based deep learning algorithm for the screening of obstructive coronary artery disease.
BMC cardiovascular disorders
Jun 7, 2023
BACKGROUND: Information on electrocardiogram (ECG) has not been quantified in obstructive coronary artery disease (ObCAD), despite the deep learning (DL) algorithm being proposed as an effective diagnostic tool for acute myocardial infarction (AMI). ...
Analysis of cardiac single-cell RNA-sequencing data can be improved by the use of artificial-intelligence-based tools.
Scientific reports
Apr 26, 2023
Single-cell RNA sequencing (scRNAseq) enables researchers to identify and characterize populations and subpopulations of different cell types in hearts recovering from myocardial infarction (MI) by characterizing the transcriptomes in thousands of in...
Machine learning prediction of mortality in Acute Myocardial Infarction.
BMC medical informatics and decision making
Apr 18, 2023
BACKGROUND: Acute Myocardial Infarction (AMI) is the leading cause of death in Portugal and globally. The present investigation created a model based on machine learning for predictive analysis of mortality in patients with AMI upon admission, using ...
Artificial intelligence for secondary prevention of myocardial infarction: A qualitative study of patient and health professional perspectives.
International journal of medical informatics
Mar 14, 2023
BACKGROUND: Artificial intelligence (AI) has potential to improve self-management of several chronic conditions. However, the perspective of patients and healthcare professionals regarding AI-enabled health management programs, which are key to succe...
A Nationwide Study of Clinical Outcomes After Robot-Assisted Coronary Artery Bypass Surgery and Hybrid Revascularization in the Netherlands.
Innovations (Philadelphia, Pa.)
Feb 20, 2023
OBJECTIVE: Robot-assisted minimally invasive direct coronary artery bypass (RA-MIDCAB) surgery and hybrid coronary revascularization (HCR) are minimally invasive alternative strategies to conventional coronary artery bypass surgery in patients with i...
Diagnosis of coronary layered plaque by deep learning.
Scientific reports
Feb 10, 2023
Healed coronary plaques, morphologically characterized by a layered phenotype, are signs of previous plaque destabilization and healing. Recent optical coherence tomography (OCT) studies demonstrated that layered plaque is associated with higher leve...
Current and Future Applications of Artificial Intelligence in Cardiac CT.
Current cardiology reports
Jan 28, 2023
PURPOSE OF REVIEW: In this review, we aim to summarize state-of-the-art artificial intelligence (AI) approaches applied to cardiovascular CT and their future implications.
NVTrans-UNet: Neighborhood vision transformer based U-Net for multi-modal cardiac MR image segmentation.
Journal of applied clinical medical physics
Jan 18, 2023
With the rapid development of artificial intelligence and image processing technology, medical imaging technology has turned into a critical tool for clinical diagnosis and disease treatment. The extraction and segmentation of the regions of interest...
Toward bedside computation of myocardial infarction risk using noninvasive analysis of patients living with coronary artery disease.
American journal of physiology. Heart and circulatory physiology
Dec 23, 2022
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