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

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

Abstract 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...

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Bibliographic Details
Main Authors: Younghoon Kim, Tao Wang, Danyi Xiong, Xinlei Wang, Seongoh Park
Format: Article
Language:English
Published: BMC 2022-11-01
Series:BMC Bioinformatics
Subjects:
Multiple instance learning
Instance selection
Primary instance
Sparsemax
Online Access:https://doi.org/10.1186/s12859-022-05012-2

Internet

https://doi.org/10.1186/s12859-022-05012-2

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