Detection of primary myelofibrosis in blood serum via Raman spectroscopy assisted by machine learning approaches; correlation with clinical diagnosis

Primary myelofibrosis (PM) is one of the myeloproliferative neoplasm, where stem cell-derived clonal neoplasms was noticed. Diagnosis of this disease is based on: physical examination, peripheral blood findings, bone marrow morphology, cytogenetics, and molecular markers. However, the molecular mark...

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Veröffentlicht in:	Nanomedicine 2023-09, Vol.53, p.102706-102706, Article 102706
Hauptverfasser:	Guleken, Zozan, Ceylan, Zeynep, Aday, Aynur, Bayrak, Ayşe Gül, Hindilerden, İpek Yönal, Nalçacı, Meliha, Jakubczyk, Paweł, Jakubczyk, Dorota, Kula-Maximenko, Monika, Depciuch, Joanna
Format:	Artikel
Sprache:	eng
Schlagworte:	Jak2 mutation Machine learning Partial least squares (PLS) Primary myelofibrosis Principal components analysis (PCA) Raman
Online-Zugang:	Volltext
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