High-accuracy prediction of colorectal cancer chemotherapy efficacy using machine learning applied to gene expression data

High-accuracy prediction of colorectal cancer chemotherapy efficacy using machine learning applied to gene expression data

Introduction: FOLFOX and FOLFIRI chemotherapy are considered standard first-line treatment options for colorectal cancer (CRC). However, the criteria for selecting the appropriate treatments have not been thoroughly analyzed.Methods: A newly developed machine learning model was applied on several ge...

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Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Soukaina Amniouel, Mohsin Saleet Jafri
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: Frontiers Media S.A. 2024-01-01
Sraith:Frontiers in Physiology
Ábhair:
colorectal cancer
FOLFOX
FOLFIRI
chemoresistance
machine learning
gene expression
Rochtain ar líne:https://www.frontiersin.org/articles/10.3389/fphys.2023.1272206/full

Ar líne

https://www.frontiersin.org/articles/10.3389/fphys.2023.1272206/full

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