Serum fourier infrared spectroscopy profiling integrated with machine learning: A novel strategy for rapid classification diagnosis chronic obstructive pulmonary disease
Authors:
- Ziyi FangZFZiyi Fang
- Hui ZhaoHZHui Zhao
- Xiangxiang ZhengXZXiangxiang Zheng
- Nazhaketi SimayiliNSNazhaketi Simayili
- Zihan XiaZXZihan Xia
- Renyong LinRLRenyong Lin
- Guodong LüGLGuodong Lü
- 5 May 2026
- journal article
- Published by Elsevier in Vibrational Spectroscopy
- Vol. 144
Abstract
No abstract availableFunding Information
- Xinjiang Medical University (XYD2024ZX08)
This publication has 31 references indexed in Scilit:
- Molecular profiling of blood plasma-derived extracellular vesicles derived from Duchenne muscular dystrophy patients through integration of FTIR spectroscopy and machine learning reveals disease signaturesSpectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2024
- Relationship between amide ratio assessed by Fourier‐transform infrared spectroscopy : A biomarker candidate for polycythemia vera diseaseJournal of Biophotonics, 2024
- Structural characterization of DNA amplicons by ATR-FTIR spectroscopy as a guide for screening metainflammatory disorders in blood plasmaSpectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2024
- Global burden of chronic respiratory diseases and risk factors, 1990–2019: an update from the Global Burden of Disease Study 2019eClinicalMedicine, 2023
- Rapid and accurate screening of cystic echinococcosis in sheep based on serum Fourier‐transform infrared spectroscopy combined with machine learning algorithmsJournal of Biophotonics, 2023
- Detection of metabolic syndrome with ATR-FTIR spectroscopy and chemometrics in blood plasmaSpectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2022
- Blood serum lipid profiling may improve the management of recurrent miscarriage: a combination of machine learning of mid-infrared spectra and biochemical assaysAnalytical and Bioanalytical Chemistry, 2022
- Rapid diagnosis of malignant pleural mesothelioma and its discrimination from lung cancer and benign exudative effusions using blood serumBiochimica et Biophysica Acta (BBA) - Molecular Basis of Disease, 2022
- Induced sputum metabolomic profiles and oxidative stress are associated with chronic obstructive pulmonary disease (COPD) severity: potential use for predictive, preventive, and personalized medicineEPMA Journal, 2020
- Rapid development of sensitive, high-throughput, quantitative and highly selective mass spectrometric targeted immunoassays for clinically important proteins in human plasma and serumClinical Biochemistry, 2013