exKidneyBERT: a language model for kidney transplant pathology reports and the crucial role of extended vocabularies

Background Pathology reports contain key information about the patient’s diagnosis as well as important gross and microscopic findings. These information-rich clinical reports offer an invaluable resource for clinical studies, but data extraction and analysis from such unstructured texts is often ma...

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Bibliographic Details
Main Authors: Tiancheng Yang, Ilia Sucholutsky, Kuang-Yu Jen, Matthias Schonlau
Format: Article
Language:English
Published: PeerJ Inc. 2024-02-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-1888.pdf