Cardiovascular

Atherosclerosis

Latest AI and machine learning research in atherosclerosis for healthcare professionals.

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CardioTabNet: A Novel Hybrid Transformer Model for Heart Disease Prediction using Tabular Medical Data

The early detection and prediction of cardiovascular diseases are crucial for reducing the severe ...

Enhanced Vascular Flow Simulations in Aortic Aneurysm via Physics-Informed Neural Networks and Deep Operator Networks

Due to the limited accuracy of 4D Magnetic Resonance Imaging (MRI) in identifying hemodynamics in ...

(1)
A Causality-Inspired Model for Intima-Media Thickening Assessment in Ultrasound Videos

Carotid atherosclerosis represents a significant health risk, with its early diagnosis primarily d...

AneuPy: An open source Python tool for creating simulation-ready geometries of abdominal aortic aneurysms

Abdominal aortic aneurysms (AAAs) are localized dilatations of the abdominal aorta that can lead t...

(1)
ImplicitCell: Resolution Cell Modeling of Joint Implicit Volume Reconstruction and Pose Refinement in Freehand 3D Ultrasound

Freehand 3D ultrasound enables volumetric imaging by tracking a conventional ultrasound probe duri...

(2)
Computer-aided shape features extraction and regression models for predicting the ascending aortic aneurysm growth rate

Objective: ascending aortic aneurysm growth prediction is still challenging in clinics. In this st...

Calibration of the mechanical boundary conditions for a patient-specific thoracic aorta model including the heart motion effect

Objective: we propose a procedure for calibrating 4 parameters governing the mechanical boundary c...

(2)
Research on Prediction model of Carotid-Femoral Pulse Wave Velocity: Based on Machine Learning Algorithm.

Carotid-femoral pulse wave velocity (cf-PWV) is an important but difficult to obtain measure of arte...

Mar 2025 40101019
Machine Learning in Drug Development for Neurological Diseases: A Review of Blood Brain Barrier Permeability Prediction Models.

The blood brain barrier (BBB) is an endothelial-derived structure which restricts the movement of ce...

Mar 2025 40146590
Predicting clinical outcomes from patient care pathways represented with temporal knowledge graphs

Background: With the increasing availability of healthcare data, predictive modeling finds many ap...

Machine Learning Framework for Early Power, Performance, and Area Estimation of RTL

A critical stage in the evolving landscape of VLSI design is the design phase that is transformed ...

(1)
Carotid Artery Plaque Analysis in 3D Based on Distance Encoding in Mesh Representations

Purpose: Enabling a comprehensive and robust assessment of carotid artery plaques in 3D through ex...

Learning Wall Segmentation in 3D Vessel Trees using Sparse Annotations

We propose a novel approach that uses sparse annotations from clinical studies to train a 3D segme...

Towards personalised assessment of abdominal aortic aneurysm structural integrity

Abdominal aortic aneurysm (AAA) is a life-threatening condition involving the permanent dilation o...

(1)
A spatially resolved and lipid-structured model for macrophage populations in early human atherosclerotic lesions

Atherosclerosis is a chronic inflammatory disease of the artery wall. The early stages of atherosc...

(1)
Artificial Intelligence Applications in Cardiac CT Imaging for Ischemic Disease Assessment.

Artificial intelligence (AI) has transformed medical imaging by detecting insights and patterns ofte...

(1)
Feb 2025 39927866
A machine learning approach for Premature Coronary Artery Disease Diagnosis according to Different Ethnicities in Iran

Premature coronary artery disease (PCAD) refers to the early onset of the disease, usually before ...

Analysis of TEM micrographs with deep learning reveals APOE genotype-specific associations between HDL particle diameter and Alzheimer's dementia.

High-density lipoprotein (HDL) particle diameter distribution is informative in the diagnosis of man...

(1)
Jan 2025 39874947
Aneumo: A Large-Scale Comprehensive Synthetic Dataset of Aneurysm Hemodynamics

Intracranial aneurysm (IA) is a common cerebrovascular disease that is usually asymptomatic but ma...

Learning Hemodynamic Scalar Fields on Coronary Artery Meshes: A Benchmark of Geometric Deep Learning Models

Coronary artery disease, caused by the narrowing of coronary vessels due to atherosclerosis, is th...

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