A hybrid model combining LM, GA, and BP neural networks improves TCM's diagnostic accuracy for IPF, achieving 81.22% classification accuracy. Feature screening using mean impact value (MIV) enhances ...
A diagnostic product assessing the pulmonary "transcriptome" in a series of cases drawn from real life helped pulmonologists arrive at correct diagnoses of idiopathic pulmonary fibrosis (IPF), ...
The diagnosis of idiopathic pulmonary fibrosis (IPF) typically involves questioning the patient on their medical history and examinations to classify the condition and eliminate other possible ...
Martin Kolb, MD, PhD, highlights the importance of taking time to explain the complexities of idiopathic pulmonary fibrosis (IPF) to patients before starting long-term treatment. Idiopathic pulmonary ...
What Is Idiopathic Pulmonary Fibrosis (IPF)? Idiopathic pulmonary fibrosis (IPF) is a serious lung disease. When you breathe in, oxygen moves through tiny air sacs in your lungs and into your ...
Please provide your email address to receive an email when new articles are posted on . A new screening tool, the zero-burden comorbidity risk score for idiopathic pulmonary fibrosis, led to earlier ...
IPF has an insidious onset. It often presents with persistent dry cough associated with worsening breathlessness and progressive decline in one's exercise capacity. Hemoptysis (coughing up blood) is ...
Classification of interstitial lung disease (ILD) is challenging. [1] The most common and best studied ILD is idiopathic pulmonary fibrosis (IPF). Still, it makes up only one third of all ILD cases, ...
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