Clustering-aided prediction of outcomes in patients with idiopathic pulmonary fibrosis
Wang L, Wu P, Liu Y, Patel D, Leonard T, Zhao H. Clustering-aided prediction of outcomes in patients with idiopathic pulmonary fibrosis. Respiratory Research 2024, 25: 383. PMID: 39443991, PMCID: PMC11515489, DOI: 10.1186/s12931-024-03015-6.Peer-Reviewed Original ResearchConceptsIdiopathic pulmonary fibrosisProgression of idiopathic pulmonary fibrosisMatrix metalloproteinase-9IPF-PRO RegistryClinical factorsC-indexPulmonary fibrosisBlood biomarkersMedian Follow-UpVascular cell adhesion protein 1Area under the curveHarrell's C-indexSurfactant protein DPredictive of outcomeClinical characteristicsComposite outcomeFollow-upCarcinoembryonic antigenCox regressionMetalloproteinase-9Disease progressionProtein DAverage C-indexPatientsCirculating proteins
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