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Early detection of squamous cell carcinoma of the oral tongue using multidimensional plasma protein analysis and interpretable machine learning.

Xiaolian GuAmir SalehiLixiao WangPhilip J CoatesNicola SgaramellaKarin Nylander
Published in: Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology (2023)
Using multidimensional plasma protein analysis and interpretable ML, we outline a systematic approach for early detection of SCCOT before the appearance of clinical signs.
Keyphrases
  • squamous cell carcinoma
  • machine learning
  • protein protein
  • artificial intelligence
  • amino acid
  • deep learning
  • small molecule