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Prediction of prostate tumour hypoxia using pre-treatment MRI-derived radiomics: preliminary findings
PURPOSE: To develop a machine learning (ML) model based on radiomic features (RF) extracted from whole prostate gland magnetic resonance imaging (MRI) for prediction of tumour hypoxia pre-radiotherapy. MATERIAL AND METHODS: Consecutive patients with high-grade prostate cancer and pre-treatment MRI t...
Autores principales: | Zhong, Jim, Frood, Russell, McWilliam, Alan, Davey, Angela, Shortall, Jane, Swinton, Martin, Hulson, Oliver, West, Catharine M., Buckley, David, Brown, Sarah, Choudhury, Ananya, Hoskin, Peter, Henry, Ann, Scarsbrook, Andrew |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Milan
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10264289/ https://www.ncbi.nlm.nih.gov/pubmed/37198374 http://dx.doi.org/10.1007/s11547-023-01644-3 |
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