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Multiple instance neural networks based on sparse attention for cancer detection using T-cell receptor sequences

Early detection of cancers has been much explored due to its paramount importance in biomedical fields. Among different types of data used to answer this biological question, studies based on T cell receptors (TCRs) are under recent spotlight due to the growing appreciation of the roles of the host...

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Detalles Bibliográficos
Autores principales: Kim, Younghoon, Wang, Tao, Xiong, Danyi, Wang, Xinlei, Park, Seongoh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9644450/
https://www.ncbi.nlm.nih.gov/pubmed/36348271
http://dx.doi.org/10.1186/s12859-022-05012-2