Compound computer vision workflow for efficient and automated immunohistochemical analysis of whole slide images.

Michael Kyung Ik LeeMadhumitha RabindranathKevin FaustJennie YaoAriel GershonNoor Said Alsafwani Phedias Diamandis

Published in: Journal of clinical pathology (2022)

We show how innovations in computer vision can be serially compounded to automate and improve implementation in clinical workflows. Generalisation of this approach to other ancillary studies has significant implications for computational pathology.

Keyphrases

deep learning
convolutional neural network
machine learning
primary care
healthcare
quality improvement
electronic health record
high throughput
single cell