Fully convolutional networks in multimodal nonlinear microscopy images for automated detection of head and neck carcinoma: Pilot study.

Erik RodnerThomas BocklitzFerdinand von EggelingGünther ErnstOlga ChernavskaiaJürgen PoppJoachim DenzlerOrlando Guntinas-Lichius

Published in: Head & neck (2018)

Multimodal nonlinear microscopy in combination with automated image analysis using FCN seems to be a promising technique for objective differentiation between head and neck cancer and noncancerous epithelium.

Keyphrases

deep learning
high throughput
label free
single molecule
high resolution
optical coherence tomography
convolutional neural network
high speed
pain management
machine learning
loop mediated isothermal amplification
single cell
neural network
real time pcr
chronic pain
mass spectrometry