Classification of thyroid tumors based on mass spectrometry imaging of tissue microarrays; a single-pixel approach
A Kurczyk, M Gawin, M Chekan, A Wilk… - International Journal of …, 2020 - mdpi.com
The primary diagnosis of thyroid tumors based on histopathological patterns can be
ambiguous in some cases, so proper classification of thyroid diseases might be improved if …
ambiguous in some cases, so proper classification of thyroid diseases might be improved if …
Stable feature selection with applications to MALDI imaging mass spectrometry data
J von Schroeder - arXiv preprint arXiv:2006.15077, 2020 - arxiv.org
This paper discusses an approach, based on the subsampling boostrap and FDR control, to
improve the stability of feature selection. It furthermore presents the finite sample distribution …
improve the stability of feature selection. It furthermore presents the finite sample distribution …
[PDF][PDF] Non-parametric Statistical Methods-Applications in MALDI Imaging and Finance
J von Schroeder - 2022 - media.suub.uni-bremen.de
This thesis contains applications of (non-) parametric statistical methods (and the
development of such techniques) with a focus on applications to three distinct topics: 1) …
development of such techniques) with a focus on applications to three distinct topics: 1) …