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System transferability of Raman-based oesophageal tissue classification using modern machine learning to support multi-centre clinical diagnostics

Abstract Background The clinical potential of Raman spectroscopy is well established but has yet to become established in routine oncology workflows. One barrier slowing clinical adoption is a lack of evidence demonstrating that data taken on one spectrometer transfers across to data taken on anothe...

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Principais autores: Nathan Blake, Riana Gaifulina, Martin Isabelle, Jennifer Dorney, Manuel Rodriguez-Justo, Katherine Lau, Stéphanie Ohrel, Gavin Lloyd, Neil Shepherd, Aaran Lewis, Catherine A. Kendall, Nick Stone, Ian Bell, Geraint Thomas
格式: Artigo
語言:Inglês
出版: Nature Portfolio 2024-07-01
叢編:BJC Reports
在線閱讀:https://doi.org/10.1038/s44276-024-00080-8
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