Lung cancer survival prediction and biomarker identification with an ensemble machine learning analysis of tumor core biopsy metabolomic data.

Hunter A MillerVictor H van BerkelHermann B Frieboes

Published in: Metabolomics : Official journal of the Metabolomic Society (2022)

This study demonstrates the feasibility of an ensemble machine learning approach to accurately predict patient survival from tumor core biopsy metabolomic data.

Keyphrases

machine learning
big data
electronic health record
artificial intelligence
ultrasound guided
fine needle aspiration
convolutional neural network
free survival
case report
neural network
deep learning
data analysis