Natural Language Processing in Diagnostic Texts from Nephropathology.
Maximilian LegnarPhilipp DaumkeJürgen HesserStefan PorubskyZoran PopovicJan Niklas BindzusJoern-Helge Heinrich SiemoneitCleo-Aron WeisPublished in: Diagnostics (Basel, Switzerland) (2022)
While textual morphological description alone enables retrieving the correct diagnosis for some entities, it does not work sufficiently for other entities. This is in accordance with a previous image analysis study on glomerular change patterns, where some diagnoses are associated with one pattern, but for others, there exists a complex pattern combination.