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Updated: Jul 3, 2026

A Streamlined Approach for Mass Spectrometry-Based Proteomics Using Selected Tissue Regions
Published on: April 18, 2025
Clinical mass spectrometry proteomic diagnosis by conformal predictors
Alex Gammerman1, Ilia Nouretdinov, Brian Burford
1Royal Holloway, University of London. alex@cs.rhul.ac.uk
Abstract:
The paper describes an application of conformal predictors to diagnose breast cancer using proteomic mass spectrometry data provided by Leiden University Medical Center. Unlike many conventional classification systems, this approach allows us not just to classify samples, but add valid measures of confidence in our predictions for individual patients.
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