A stacking ensemble deep learning approach to cancer type classification based on TCGA data

Abstract Cancer tumor classification based on morphological characteristics alone has been shown to have serious limitations. Breast, lung, colorectal, thyroid, and ovarian are the most commonly diagnosed cancers among women. Precise classification of cancers into their types is considered a vital p...

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Bibliographic Details
Main Authors: Mohanad Mohammed, Henry Mwambi, Innocent B. Mboya, Murtada K. Elbashir, Bernard Omolo
Format: Article
Language:English
Published: Nature Publishing Group 2021-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-95128-x