Integrating morphologic and molecular histopathological features through whole slide image registration and deep learning.

Kevin FaustMichael K LeeAnglin DentClare FialaAlessia PortanteMadhumitha RabindranathNoor AlsafwaniAndrew GaoUgljesa DjuricPhedias Diamandis

Published in: Neuro-oncology advances (2022)

This efficient neuropathologist-inspired workflow provides a generalizable approach to help automate a variety of advanced immunohistochemically compatible diagnostic and discovery exercises in surgical neuropathology and neuro-oncology.

Keyphrases

deep learning
artificial intelligence
small molecule
convolutional neural network
palliative care
machine learning
high throughput
electronic health record
resistance training
single molecule