Deep learning model with L1 penalty for predicting breast cancer metastasis using gene expression data

Abstract Breast cancer has the highest incidence and death rate among women; moreover, its metastasis to other organs increases the mortality rate. Since several studies have reported gene expression and cancer prognosis to be related, the study of breast cancer metastasis using gene expression is c...

Full description

Saved in:

Bibliographic Details
Published in:	Machine learning: science and technology Vol. 4; no. 2; pp. 25026 - 25037
Main Authors:	Kim, Jaeyoon, Lee, Minhyeok, Seok, Junhee
Format:	Journal Article
Language:	English
Published:	Bristol IOP Publishing 01-06-2023
Subjects:	Artificial neural networks batch normalization Breast cancer breast cancer metastasis Computer architecture Decision trees Deep learning deep neural network dropout Gene expression gene expression data Genes L1 penalty Machine learning Medical prognosis Metastasis Regularization Regularization methods
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!