Few-shot genes selection: subset of PAM50 genes for breast cancer subtypes classification

Few-shot genes selection: subset of PAM50 genes for breast cancer subtypes classification

Abstract Background In recent years, researchers have made significant strides in understanding the heterogeneity of breast cancer and its various subtypes. However, the wealth of genomic and proteomic data available today necessitates efficient frameworks, instruments, and computational tools for m...

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Bibliographic Details
Main Authors: Leandro Y. S. Okimoto, Rayol Mendonca-Neto, Fabíola G. Nakamura, Eduardo F. Nakamura, David Fenyö, Claudio T. Silva
Format: Article
Language:English
Published: BMC 2024-03-01
Series:BMC Bioinformatics
Subjects:
Gene expression
PAM50
Breast cancer subtypes
EXplainable AI
Online Access:https://doi.org/10.1186/s12859-024-05715-8

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