Achieving Expert-Level Interpretation of Serum Protein Electrophoresis through Deep Learning Driven by Human Reasoning.

Floris ChabrunXavier DieuMarc FerreOlivier GaillardAnthony MeryJuan Manuel Chao de la BarcaAudrey TaisneGeoffrey UrbanskiPascal ReynierDelphine Mirebeau-Prunier

Published in: Clinical chemistry (2022)

SPECTR is an algorithm based on artificial intelligence suitable to high-throughput SPEs analyses and interpretation. It aims at improving SPE reproducibility and reliability. It is freely available in open access through an online tool providing fully editable validation assistance for SPE.

Keyphrases

artificial intelligence
deep learning
ms ms
high throughput
machine learning
big data
endothelial cells
convolutional neural network
solid phase extraction
minimally invasive
induced pluripotent stem cells
pluripotent stem cells
single cell
protein protein
binding protein
high resolution