A new rapid diagnostic system with ambient mass spectrometry and machine learning for colorectal liver metastasis

A new rapid diagnostic system with ambient mass spectrometry and machine learning for colorectal liver metastasis

Abstract Background Probe electrospray ionization-mass spectrometry (PESI-MS) can rapidly visualize mass spectra of small, surgically obtained tissue samples, and is a promising novel diagnostic tool when combined with machine learning which discriminates malignant spectrum patterns from others. The...

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Bibliographic Details
Main Authors: Sho Kiritani, Kentaro Yoshimura, Junichi Arita, Takashi Kokudo, Hiroyuki Hakoda, Meguri Tanimoto, Takeaki Ishizawa, Nobuhisa Akamatsu, Junichi Kaneko, Sen Takeda, Kiyoshi Hasegawa
Format: Article
Language:English
Published: BMC 2021-03-01
Series:BMC Cancer
Subjects:
Colorectal cancer
Liver metastasis
Rapid diagnosis
Mass spectrometry
Machine learning
Online Access:https://doi.org/10.1186/s12885-021-08001-5

Internet

https://doi.org/10.1186/s12885-021-08001-5

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