AIMC Topic: Pulmonary Arterial Hypertension

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Using deep learning to diagnose pulmonary hypertension.

European heart journal. Cardiovascular Imaging Oct 20, 2022
Humans Tomography, X-Ray Computed Deep Learning Hypertension, Pulmonary Pulmonary Arterial Hypertension Familial Primary Pulmonary Hypertension
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A framework of deep learning networks provides expert-level accuracy for the detection and prognostication of pulmonary arterial hypertension.

European heart journal. Cardiovascular Imaging Oct 20, 2022
AIMS: To test the hypothesis that deep learning (DL) networks reliably detect pulmonary arterial hypertension (PAH) and provide prognostic information.
Humans Deep Learning Ventricular Dysfunction, Right Hypertension, Pulmonary Ventricular Function, Right Pulmonary Arterial Hypertension Familial Primary Pulmonary Hypertension
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Discovery of Distinct Immune Phenotypes Using Machine Learning in Pulmonary Arterial Hypertension.

Circulation research Mar 15, 2019
RATIONALE: Accumulating evidence implicates inflammation in pulmonary arterial hypertension (PAH) and therapies targeting immunity are under investigation, although it remains unknown if distinct immune phenotypes exist.
Humans Machine Learning Cytokines Phenotype Female Aged Adult Male Middle Aged Cohort Studies Proteomics Pulmonary Arterial Hypertension
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