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CancerSiamese: one-shot learning for predicting primary and metastatic tumor types unseen during model training

BACKGROUND: The state-of-the-art deep learning based cancer type prediction can only predict cancer types whose samples are available during the training where the sample size is commonly large. In this paper, we consider how to utilize the existing training samples to predict cancer types unseen du...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:BMC Bioinformatics
Prif Awduron: Mostavi, Milad, Chiu, Yu-Chiao, Chen, Yidong, Huang, Yufei
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BioMed Central 2021
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC8117642/
https://ncbi.nlm.nih.gov/pubmed/33980137
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-021-04157-w
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