Development of a semi-automated method for tumour budding assessment in colorectal cancer and comparison with manual methods.

Natalie C Fisher Maurice B LoughreyHelen G ColemanMelvin D GelbardPeter BankheadPhilip D Dunne

Published in: Histopathology (2021)

We present a new QuPath-based approach to TB assessment, which compares favourably with established methods and offers a freely available, rapid and transparent tool that is also applicable to whole slide images.

Keyphrases

deep learning
machine learning
high throughput
convolutional neural network
clinical evaluation
single cell