AIMC Topic: Rupture, Spontaneous

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Modeling the prediction of spontaneous rupture and bleeding in hepatocellular carcinoma via machine learning algorithms.

Scientific reports Jul 1, 2025
This study aimed to identify the risk factors associated with spontaneous rupture and bleeding in hepatocellular carcinoma, establish a prediction model for spontaneous rupture bleeding via a machine learning algorithm, and validate and evaluate the ...
Humans Machine Learning Algorithms Retrospective Studies Middle Aged Liver Neoplasms Carcinoma, Hepatocellular Hemorrhage Female Rupture, Spontaneous Risk Factors Aged Adult Male
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Artificial Intelligence-Enabled Quantitative Coronary Plaque and Hemodynamic Analysis for Predicting Acute Coronary Syndrome.

JACC. Cardiovascular imaging May 15, 2024
BACKGROUND: A lesion-level risk prediction for acute coronary syndrome (ACS) needs better characterization.
Coronary Circulation Risk Assessment Rupture, Spontaneous Severity of Illness Index Multidetector Computed Tomography Reproducibility of Results Plaque, Atherosclerotic Hemodynamics Risk Factors Computed Tomography Angiography Time Factors Aged Coronary Angiography Predictive Value of Tests Male Humans Radiographic Image Interpretation, Computer-Assisted Middle Aged Artificial Intelligence Coronary Artery Disease Prognosis Acute Coronary Syndrome Female Coronary Vessels
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Machine learning and deep learning to predict mortality in patients with spontaneous coronary artery dissection.

Scientific reports Apr 26, 2021
Machine learning (ML) and deep learning (DL) can successfully predict high prevalence events in very large databases (big data), but the value of this methodology for risk prediction in smaller cohorts with uncommon diseases and infrequent events is ...
Humans Databases, Factual Hospital Mortality Electronic Health Records Coronary Artery Disease Adult Female Coronary Vessels Male Rupture, Spontaneous Middle Aged Models, Cardiovascular Risk Assessment Deep Learning
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From CT to artificial intelligence for complex assessment of plaque-associated risk.

The international journal of cardiovascular imaging Jul 2, 2020
The recent technological developments in the field of cardiac imaging have established coronary computed tomography angiography (CCTA) as a first-line diagnostic tool in patients with suspected coronary artery disease (CAD). CCTA offers robust inform...
Coronary Stenosis Coronary Vessels Rupture, Spontaneous Plaque, Atherosclerotic Computed Tomography Angiography Machine Learning Prognosis Reproducibility of Results Risk Assessment Severity of Illness Index Predictive Value of Tests Coronary Angiography Radiographic Image Interpretation, Computer-Assisted Coronary Artery Disease Heart Disease Risk Factors Humans
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Automated Detection of Vulnerable Plaque for Intravascular Optical Coherence Tomography Images.

Cardiovascular engineering and technology Sep 18, 2019
PURPOSE: Vulnerable plaque detection is important to acute coronary syndrome (ACS) diagnosis. In recent years, intravascular optical coherence tomography (IVOCT) imaging has been used for vulnerable plaque detection. Current automated detection metho...
Automation Coronary Vessels Rupture, Spontaneous Plaque, Atherosclerotic Predictive Value of Tests Tomography, Optical Coherence Coronary Artery Disease Image Interpretation, Computer-Assisted Humans Neural Networks, Computer Prognosis Reproducibility of Results Diagnosis, Computer-Assisted
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Prediction of coronary thin-cap fibroatheroma by intravascular ultrasound-based machine learning.

Atherosclerosis May 4, 2019
BACKGROUND AND AIMS: Although grayscale intravascular ultrasound (IVUS) is commonly used for assessing coronary lesion morphology and optimizing stent implantation, detection of vulnerable plaques by IVUS remains challenging. We aimed to develop mach...
Diagnosis, Computer-Assisted Predictive Value of Tests Tomography, Optical Coherence Bayes Theorem Ultrasonography, Interventional Coronary Artery Disease Fibrosis Image Interpretation, Computer-Assisted Coronary Vessels Rupture, Spontaneous Humans Aged Neural Networks, Computer Male Machine Learning Middle Aged Female Risk Assessment Reproducibility of Results Plaque, Atherosclerotic Disease Progression Risk Factors Coronary Stenosis
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Prospective Assessment of a Symptomatic Cerebral Vasospasm Predictive Neural Network Model.

World neurosurgery Jul 5, 2016
INTRODUCTION: The author introduced a symptomatic cerebral vasospasm (SCV) prediction model built with freeware based on a 91-patient dataset. In a prospective test group of 22 patients at the same hospital, this model outperformed logistic regressio...
Reproducibility of Results Aged Aneurysm, Ruptured Male Humans Intracranial Aneurysm Middle Aged Logistic Models Neural Networks, Computer Risk Assessment Ultrasonography, Doppler, Transcranial Subarachnoid Hemorrhage Prospective Studies Vasospasm, Intracranial Female Rupture, Spontaneous Cerebral Angiography
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An autopsy case of cardiac tamponade caused by a ruptured ventricular aneurysm associated with acute myocarditis.

Legal medicine (Tokyo, Japan) Dec 8, 2015
We report an autopsy case of hemopericardium caused by rupture of a ventricular aneurysm associated with acute myocarditis in an infant boy aged 2 years and 10 months. Three days before his death, the patient developed fever. On the day of death, he ...
Humans Autopsy Male Immunohistochemistry Child, Preschool Rupture, Spontaneous Myocarditis Aneurysm, Ruptured Heart Ventricles Cardiac Tamponade
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Optical Coherence Tomography Vulnerable Plaque Segmentation Based on Deep Residual U-Net.

Reviews in cardiovascular medicine Sep 30, 2019
Automatic and accurate segmentation of intravascular optical coherence tomography imagery is of great importance in computer-aided diagnosis and in treatment of cardiovascular diseases. However, this task has not been well addressed for two reasons. ...
Image Interpretation, Computer-Assisted Coronary Vessels Rupture, Spontaneous Plaque, Atherosclerotic Entropy Reproducibility of Results Humans Deep Learning Prognosis Predictive Value of Tests Tomography, Optical Coherence Coronary Artery Disease
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[A Surgical Case of AFP-Producing Gastric Cancer Discovered by Rupture of Liver Metastatic Lesion].

Gan to kagaku ryoho. Cancer & chemotherapy Dec 1, 2018
A 57-year-old man visited our hospital with right hypochondralgia. Abdominal contrast CT showed a 10 cm sized mass in S6-7of the liver and abdominal hemorrhage areas. The tumor showed extrahepatic growth. Blood a-fetoprotein(AFP)was high at 4,447.9ng...
Liver Neoplasms Humans Adenocarcinoma Stomach Neoplasms alpha-Fetoproteins Male Japan Middle Aged Rupture, Spontaneous
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