Attention mechanism based multi-sequence MRI fusion improves prediction of response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer

BACKGROUND: Accurate prediction of response to neoadjuvant chemoradiotherapy (nCRT) is very important for treatment plan decision in locally advanced rectal cancer (LARC). The aim of this study was to investigate whether self-attention mechanism based multi-sequence fusion strategy applied to multip...

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Detalles Bibliográficos
Autores principales: Zhou, Xuezhi, Yu, Yi, Feng, Yanru, Ding, Guojun, Liu, Peng, Liu, Luying, Ren, Wenjie, Zhu, Yuan, Cao, Wuteng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10612200/
https://www.ncbi.nlm.nih.gov/pubmed/37891611
http://dx.doi.org/10.1186/s13014-023-02352-y

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