Lipidome-based rapid diagnosis with machine learning for detection of TGF-β signalling activated area in head and neck cancer.

Hiroki IshiiMasao SaitohKaname SakamotoKei SakamotoDaisuke SaigusaHirotake KasaiKei AshizawaKeiji MiyazawaSen TakedaKeisuke MasuyamaKentaro Yoshimura

Published in: British journal of cancer (2020)

This diagnostic system combined with PESI-MS and machine learning encourages us to clinically diagnose intratumoural phenotypic heterogeneity induced by TGF-β.

Keyphrases

machine learning
loop mediated isothermal amplification
transforming growth factor
artificial intelligence
big data
mass spectrometry
multiple sclerosis
ms ms
single cell
deep learning
label free
real time pcr