Back to search

Article

Revealing Potential Diagnostic Biomarkers of Idiopathic Pulmonary Fibrosis Based on Machine Learning Analysis

2023-02-08

Abstract excerpt

<title>Abstract</title><p><bold>Background</bold>Idiopathic pulmonary fibrosis (IPF) is the most common and serious type of idiopathic interstitial pneumonia, characterized by chronic, progressive, and low survival rates, while unknown disease etiology. Until recently, patients with idiopathic pulmonary fibrosis have a poor prognosis, high mortality, and limited treatment options, due to the lack of effective earl...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
65136136-001f-5ce5-b5c6-e1a4f59a708a
DOI
10.21203/rs.3.rs-2529289/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Revealing Potential Diagnostic Biomarkers of Idiopathic Pulmonary Fibrosis Based on Machine Learning AnalysisDOI 10.21203/rs.3.rs-2529289/v1
Identification of MDK as a diagnostic biomarker for idiopathic pulmonary fibrosis and its association with immune cell infiltrationSemantic proximity
Identification of key genes associated with Idiopathic Pulmonary Fibrosis by combining multiple analytical methodsSemantic proximity
A Comprehensive Study on Molecular Characteristics and Clinical Prognosis of Immune- Related Genes in Idiopathic Pulmonary FibrosisSemantic proximity
A prognostic model of idiopathic pulmonary fibrosis was constructed based on macrophage-related genes and mitochondria-related genesSemantic proximity
Identification and Analysis of Key Immune- and Inflammation-Related Genes in Idiopathic Pulmonary FibrosisSemantic proximity
Identification of Potential Biomarkers and Immune Infiltration Characteristics in Idiopathic Pulmonary Arterial Hypertension Using Bioinformatics AnalysisSemantic proximity
Identification and validation of chemokine system-related genes in idiopathic pulmonary fibrosisSemantic proximity
Identification of endoplasmic reticulum stress-related biomarkers in idiopathic pulmonary fibrosis based on machine learningSemantic proximity
Identification and validation of potential biomarkers related to oxidative stress in idiopathic pulmonary fibrosisSemantic proximity
Machine learning-based screening of the diagnostic genes and their relationship with immune-cell infiltration in patients with lung adenocarcinomaSemantic proximity
An 8-ferroptosis-related genes signature from Bronchoalveolar Lavage Fluid for prognosis in patients with idiopathic pulmonary fibrosisSemantic proximity
Construction and evaluation of prognostic model of genes related to cell burial in idiopathic pulmonary fibrosis (IPF)Semantic proximity
Select a neighboring publication to make it the new centre.