A lasso and random forest model using flow cytometry data identifies primary myelofibrosis

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Non-invasive multiparametric characterization of essential thrombocythemia, premyelofibrosis, and overt myelofibrosis2026
2. 2A Proteomics-Driven Machine Learning Tool for Distinguishing ET from pre-PMF2025
3. 3Immunophenotype of myeloid granulocytes in Chinese patients with BCR::ABL1-negative myeloproliferative neoplasms2024 · 2 citations
4. 4Multi-omics differences in the bone marrow between essential thrombocythemia and prefibrotic primary myelofibrosis2024 · 1 citations
5. 5Conventional Cytogenetic Analysis and Array CGH + SNP Identify Essential Thrombocythemia and Prefibrotic Primary Myelofibrosis Patients Who Are at Risk for Disease Progression2024