# Stable Feature Selection with Applications to MALDI Imaging Mass Spectrometry Data

arXiv: https://arxiv.org/abs/2006.15077 · HTML: https://mlsanity.com/paper/2006.15077/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 26 Jun 2020.

## Built on by (most cited first, 1 of 1)

- [Supervised topological data analysis for MALDI mass spectrometry imaging applications](https://mlsanity.com/paper/2302.13948/) (2023)

## Abstract (arXiv)

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 of the correlation coefficient recently proposed by Chatterjee (2020) under the setting relevant for this paper. Finally an application to matrix-assisted laser desorption/ionization (MALDI) imaging mass spectroscopy data is discussed.