Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures

Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures

Abstract Background Accurate cancer classification is essential for correct treatment selection and better prognostication. microRNAs (miRNAs) are small RNA molecules that negatively regulate gene expression, and their dyresgulation is a common disease mechanism in many cancers. Through a clearer un...

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Bibliographic Details
Main Authors: Emily Kaczmarek, Jina Nanayakkara, Alireza Sedghi, Mehran Pesteie, Thomas Tuschl, Neil Renwick, Parvin Mousavi
Format: Article
Language:English
Published: BMC 2022-01-01
Series:BMC Bioinformatics
Subjects:
Deep learning
miRNA
Cancer classification
Online Access:https://doi.org/10.1186/s12859-022-04559-4

Internet

https://doi.org/10.1186/s12859-022-04559-4

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