MALDI-Imaging for Classification of Epithelial Ovarian Cancer Histotypes from a Tissue Microarray Using Machine Learning Methods.

Oliver KleinFrederic KanterHagen KulbePaul JankCarsten DenkertGrit NebrichWolfgang D SchmittZhiyang WuCatarina A KunzeJalid SehouliSilvia Darb-EsfahaniIoana BraicuJan LellmannHerbert ThieleEliane T Taube

Published in: Proteomics. Clinical applications (2018)

The pilot study demonstrates the potential of MALDI-Imaging derived proteomic classifiers in combination with machine learning algorithms to discriminate EOC histotypes. Applications may support the development of new prognostic parameters in the assessment of EOC.

Keyphrases

machine learning
mass spectrometry
high resolution
deep learning
artificial intelligence
big data
human health
fluorescence imaging