Tumor spheroid elasticity estimation using mechano-microscopy combined with a conditional generative adversarial network.

Ken Y FooBryan ShaddyJavier Murgoitio-EsandiMatt S HepburnJiayue LiAlireza MowlaRowan W SandersonDanielle VahalaSebastian E AmosYu Suk ChoiAssad A OberaiBrendan F Kennedy

Published in: Computer methods and programs in biomedicine (2024)

The cGAN elasticity images exhibit better accuracy, spatial resolution, sensitivity, and robustness to noise than the algebraic elasticity images for both simulated and real experimental data.

Keyphrases

optical coherence tomography
deep learning
convolutional neural network
single molecule
high resolution
electronic health record
air pollution
high throughput
high speed
machine learning
mass spectrometry
data analysis