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A deep learning model to classify neoplastic state and tissue origin from transcriptomic data

Application of deep learning methods to transcriptomic data has the potential to enhance the accuracy and efficiency of tissue classification and cell state identification. Herein, we developed a multitask deep learning model for tissue classification combining publicly available whole transcriptomi...

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Detalles Bibliográficos
Autores principales: Hong, James, Hachem, Laureen D., Fehlings, Michael G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9188604/
https://www.ncbi.nlm.nih.gov/pubmed/35690622
http://dx.doi.org/10.1038/s41598-022-13665-5