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Application of Fourier Transform InfraRed spectroscopy of machine learning with Support Vector Machine and principal components analysis to detect biochemical changes in dried serum of patients with primary myelofibrosis

Zozan Güleken, Zeynep Ceylan, Aynur Dağlar Aday, Ayşe Gül Bayrak, İpek Yönal Hindilerden, Meliha Nalçacı, Paweł Jakubczyk, Dorota Jakubczyk, Joanna Depciuch

2023Biochimica et Biophysica Acta (BBA) - General Subjects14 citationsDOI

Topics & Concepts

Fourier transform infrared spectroscopyPrincipal component analysisHyperparameter optimizationMyelofibrosisSupport vector machineAnalytical Chemistry (journal)ChemistryGastroenterologyBone marrowInternal medicineMedicineChromatographyArtificial intelligenceComputer scienceOpticsPhysicsMyeloproliferative Neoplasms: Diagnosis and TreatmentLiver Disease Diagnosis and TreatmentBlood properties and coagulation
Application of Fourier Transform InfraRed spectroscopy of machine learning with Support Vector Machine and principal components analysis to detect biochemical changes in dried serum of patients with primary myelofibrosis | Litcius