Subtype classification and heterogeneous prognosis model construction in precision medicine

DOI10.1111/biom.12843zbMath1415.62146OpenAlexW2790460527WikidataQ47557710 ScholiaQ47557710MaRDI QIDQ3119920

Shun He, Xue-Qin Wang, Na You, Junxian Zhu, Heping Zhang

Publication date: 13 March 2019

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/biom.12843

zbMATH Keywords

classificationEM algorithmheterogeneityhigh-dimensional datavariable selectionsubtypefinite-mixture Cox proportional hazards modelprognosis model

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Protein sequences, DNA sequences (92D20)

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