AIMC Topic: Idiopathic Interstitial Pneumonias

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Novel 3D-based deep learning for classification of acute exacerbation of idiopathic pulmonary fibrosis using high-resolution CT.

BMJ open respiratory research Mar 9, 2024
PURPOSE: Acute exacerbation of idiopathic pulmonary fibrosis (AE-IPF) is the primary cause of death in patients with IPF, characterised by diffuse, bilateral ground-glass opacification on high-resolution CT (HRCT). This study proposes a three-dimensi...
ROC Curve Idiopathic Pulmonary Fibrosis Idiopathic Interstitial Pneumonias Humans Tomography, X-Ray Computed Deep Learning
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Deep learning diagnostic and severity-stratification for interstitial lung diseases and chronic obstructive pulmonary disease in digital lung auscultations and ultrasonography: clinical protocol for an observational case-control study.

BMC pulmonary medicine Jun 2, 2023
BACKGROUND: Interstitial lung diseases (ILD), such as idiopathic pulmonary fibrosis (IPF) and non-specific interstitial pneumonia (NSIP), and chronic obstructive pulmonary disease (COPD) are severe, progressive pulmonary disorders with a poor prognos...
Idiopathic Pulmonary Fibrosis Lung Diseases, Interstitial Observational Studies as Topic Clinical Protocols Idiopathic Interstitial Pneumonias Auscultation Respiratory Sounds Lung Case-Control Studies Deep Learning Ultrasonography Pulmonary Disease, Chronic Obstructive Quality of Life Adult Humans Artificial Intelligence
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Content-Based Image Retrieval of Chest CT with Convolutional Neural Network for Diffuse Interstitial Lung Disease: Performance Assessment in Three Major Idiopathic Interstitial Pneumonias.

Korean journal of radiology Oct 21, 2020
OBJECTIVE: To assess the performance of content-based image retrieval (CBIR) of chest CT for diffuse interstitial lung disease (DILD).
Neural Networks, Computer Databases, Factual Retrospective Studies Tomography, X-Ray Computed Idiopathic Interstitial Pneumonias Image Processing, Computer-Assisted Humans Diagnosis, Differential Cryptogenic Organizing Pneumonia Thorax
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Classification of usual interstitial pneumonia in patients with interstitial lung disease: assessment of a machine learning approach using high-dimensional transcriptional data.

The Lancet. Respiratory medicine May 20, 2015
BACKGROUND: Idiopathic pulmonary fibrosis is a progressive fibrotic lung disease that distorts pulmonary architecture, leading to hypoxia, respiratory failure, and death. Diagnosis is difficult because other interstitial lung diseases have similar ra...
Diagnosis, Differential Reproducibility of Results Biopsy Sensitivity and Specificity Machine Learning Idiopathic Interstitial Pneumonias Lung Humans Male Female Middle Aged
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Transcriptional phenotyping of fibrotic lung disease: a new gold standard?

The Lancet. Respiratory medicine May 20, 2015
Idiopathic Interstitial Pneumonias Machine Learning Male Female Humans
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Prognosis and prognostic factors for chronic fibrosing idiopathic interstitial pneumonias.

Respiratory investigation Sep 1, 2025
Progressive lung fibrosis is frequently observed in patients with idiopathic interstitial pneumonias (IIPs), especially in those with idiopathic pulmonary fibrosis (IPF) being a representative form of IIPs characterized by a poor prognosis, even in t...
Disease Progression Deep Learning Prognosis Humans Practice Guidelines as Topic Idiopathic Interstitial Pneumonias Idiopathic Pulmonary Fibrosis Chronic Disease
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