Validation of the systematic scoring of immunohistochemically stained tumour tissue microarrays using QuPath digital image analysis.

Maurice B LoughreyPeter BankheadHelen G ColemanRyan S HaganStephanie CraigAmy M B McCorryRonan T GrayStephen McQuaidPhilip David DunnePeter W HamiltonJacqueline A JamesManuel Salto-Tellez

Published in: Histopathology (2018)

Scoring of immunohistochemically stained tumour TMAs using QuPath is functional and reproducible, even among users of limited experience of digital pathology images, and more accurate than manual scoring.

Keyphrases

deep learning
high resolution
optical coherence tomography
convolutional neural network
machine learning