A systematic review of biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data
Abstract Background There is an increasing interest in the use of Deep Learning (DL) based methods as a supporting analytical framework in oncology. However, most direct applications of DL will deliver models with limited transparency and explainability, which constrain their deployment in biomedica...
Main Authors: | , , , , |
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Format: | Article |
Language: | English |
Published: |
BMC
2023-05-01
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Series: | BMC Bioinformatics |
Subjects: | |
Online Access: | https://doi.org/10.1186/s12859-023-05262-8 |