Surrogate Biomarker Prediction from Whole-Slide Images for Evaluating Overall Survival in Lung Adenocarcinoma.

Pierre MurchanAnne-Marie BairdPilib Ó BroinOrla SheilsStephen P Finn

Published in: Diagnostics (Basel, Switzerland) (2024)

Gene expression predicted from WSIs is an effective method of evaluating OS in patients with LUAD. These results may open up new avenues of cost- and time-efficient prognosis assessment in LUAD treatment.

Keyphrases

gene expression
dna methylation
deep learning
minimally invasive
convolutional neural network
optical coherence tomography
combination therapy
free survival
machine learning