Automated scoring of total inflammation in renal allograft biopsies.

Byron H SmithJoseph GrandeMaggie RyanMaxwell SmithAleksandar DenicMeyke HermsenWalter D ParkWalter KremersMark D Stegall

Published in: Clinical transplantation (2022)

Automated scoring of inflammation showed a high correlation with Banff scoring. Digital image analysis provides a powerful tool for analysis of renal pathology, not only because it is reproducible and can be automated, but also because it provides much more granular data for studies.

Keyphrases

deep learning
machine learning
high throughput
oxidative stress
big data
electronic health record
artificial intelligence
case control
data analysis