How (Not) to Generate a Highly Predictive Biomarker Panel Using Machine Learning

Exposing the Brain Proteomic Signatures of Alzheimer’s Disease in Diverse Racial Groups: Leveraging Multiple Data Sets and Machine Learning

(2022) Heather Desaire et al.   JOURNAL OF PROTEOME RESEARCH

Improved Discrimination of Disease States Using Proteomics Data with the Updated Aristotle Classifier

(2021) David Hua et al.   JOURNAL OF PROTEOME RESEARCH

Machine Learning Applications for Mass Spectrometry-Based Metabolomics

(2020) Ulf W. Liebal et al.   Metabolites

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

(2018) Oliver Klein et al.   Proteomics Clinical Applications

Ten quick tips for machine learning in computational biology

(2017) Davide Chicco   BioData Mining

Addressing the Challenge of Defining Valid Proteomic Biomarkers and Classifiers

(2011) Mohammed Dakna et al.   BMC BIOINFORMATICS

Comparison of feature selection and classification for MALDI-MS data

(2009) Qingzhong Liu et al.   BMC GENOMICS