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Testing of rapid evaporative mass spectrometry for histological tissue classification and molecular diagnostics in a multi-site study.

Martin KaufmannPierre-Maxence VaysseAdele SavageLoes F S KooremanNatasja JanssenSonal VarmaKevin Yi Mi RenShaila MerchantCecil Jay EngelSteven W M Olde DaminkMarjolein L SmidtSami ShoushaHemali ChauhanEvdoxia KaraliEmine KazancGeorge PoulogiannisGabor FichtingerBoglárka TauberDaniel Richard LeffSteven D PringleJohn F RudanRon M A HeerenTiffany Porta SiegelZoltán TakátsJúlia Balog
Published in: British journal of cancer (2024)
The results clearly demonstrate the feasibility of creating and using global classification models for a REIMS-based margin assessment tool, supporting the clinical translatability of the approach.
Keyphrases
  • mass spectrometry
  • machine learning
  • deep learning
  • liquid chromatography
  • high resolution
  • gas chromatography
  • ms ms