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Machine Learning Models Cannot Replace Screening Colonoscopy for the Prediction of Advanced Colorectal Adenoma

Screening for colorectal cancer (CRC) continues to rely on colonoscopy and/or fecal occult blood testing since other (non-invasive) risk-stratification systems have not yet been implemented into European guidelines. In this study, we evaluate the potential of machine learning (ML) methods to predict...

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Detalles Bibliográficos
Autores principales: Semmler, Georg, Wernly, Sarah, Wernly, Bernhard, Mamandipoor, Behrooz, Bachmayer, Sebastian, Semmler, Lorenz, Aigner, Elmar, Datz, Christian, Osmani, Venet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8538127/
https://www.ncbi.nlm.nih.gov/pubmed/34683122
http://dx.doi.org/10.3390/jpm11100981