Prognostic Prediction of Cancer Based on Radiomics Features of Diagnostic Imaging: The Performance of Machine Learning Strategies.

Tumor phenotypes can be characterized by radiomics features extracted from images. However, the prediction accuracy is challenged by difficulties such as small sample size and data imbalance. The purpose of the study was to evaluate the performance of machine learning strategies for the prediction o...

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Detalles Bibliográficos
Publicado en:Journal of Digital Imaging Vol. 36; no. 3; pp. 1081 - 1091
Autores principales: Tang, Fuk-hay, Xue, Cheng, Law, Maria YY, Wong, Chui-ying, Cho, Tze-hei, Lai, Chun-kit
Formato: research tables/charts Journal Article
Publicado: Springer Nature Jun2023
Acceso en línea:Ver este registro en EBSCOhost