Expert-level detection of M-proteins in serum protein electrophoresis using machine learning.

Eike ElfertWolfgang E KaminskiChristian MatekGregor HoermannEyvind W AxelsenCarsten MarrArmin P Piehler

Published in: Clinical chemistry and laboratory medicine (2024)

Feature-based ML systems are capable of automated detection of M-proteins on SPE beyond expert-level and show potential for use in the clinical laboratory.

Keyphrases

machine learning
loop mediated isothermal amplification
deep learning
real time pcr
label free
clinical practice
ms ms
amino acid
human health
small molecule
protein protein
climate change
solid phase extraction