Strategies to develop radiomics and machine learning models for lung cancer stage and histology prediction using small data samples.
Strategies to develop radiomics and machine learning models for lung cancer stage and histology prediction using small data samples.
L. Ubaldi,V. Valenti,9 Authors,M. Marrale
2021 · DOI: 10.1016/j.ejmp.2021.08.015
Physica medica (Testo stampato) · 47 Citations
TLDR
An operative pipeline for model training to exploit data already available to the scientific community to explore the capability of radiomic features in predicting tumor histology and stage in patients with non-small cell lung cancer (NSCLC).