Multilesion Segmentations in Patients with Intracerebral Hemorrhage: Reliability of ICH, IVH and PHE Masks.

Estelle VogtLy Huong VuHaoyin CaoAnna SpethDmitriy DesserFrieder SchlunkAndrea Dell'Orco Jawed Nawabi

Published in: Tomography (Ann Arbor, Mich.) (2023)

-values < 0.001. Conclusion Manual segmentations of ICH, IVH, and PHE demonstrate good-to-excellent inter- and intrarater reliabilities, with the highest agreement for ICH and IVH and lowest for PHE. Therefore, the degree of variances reported in fully automated quantification methods might be related amongst others to variances in ground-truth masks.

Keyphrases

machine learning
brain injury
deep learning
high throughput
drug induced