AIMC Topic: Pulmonary Circulation

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Microscopy Image Dataset for Deep Learning-Based Quantitative Assessment of Pulmonary Vascular Changes.

Scientific data Jun 15, 2024
Pulmonary hypertension (PH) is a syndrome complex that accompanies a number of diseases of different etiologies, associated with basic mechanisms of structural and functional changes of the pulmonary circulation vessels and revealed pressure increasi...
Humans Deep Learning Microscopy Hypertension, Pulmonary Pulmonary Artery Pulmonary Circulation
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Machine learning-based hemodynamics quantitative assessment of pulmonary circulation using computed tomographic pulmonary angiography.

International journal of cardiology Oct 15, 2025
BACKGROUND: Pulmonary hypertension (pH) is a malignant pulmonary circulation disease. Right heart catheterization (RHC) is the gold standard procedure for quantitative evaluation of pulmonary hemodynamics. Accurate and noninvasive quantitative evalua...
Humans Machine Learning Retrospective Studies Female Aged Adult Male Middle Aged Hemodynamics Hypertension, Pulmonary Computed Tomography Angiography Pulmonary Artery Pulmonary Circulation
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Prediction of Pulmonary to Systemic Flow Ratio in Patients With Congenital Heart Disease Using Deep Learning-Based Analysis of Chest Radiographs.

JAMA cardiology Apr 1, 2020
IMPORTANCE: Chest radiography is a useful noninvasive modality to evaluate pulmonary blood flow status in patients with congenital heart disease. However, the predictive value of chest radiography is limited by the subjective and qualitive nature of ...
Humans Retrospective Studies Female Male Infant Deep Learning Child, Preschool Child Radiographic Image Interpretation, Computer-Assisted Radiography, Thoracic Heart Defects, Congenital Blood Circulation Pulmonary Circulation
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