Natural language processing in urology: automated extraction of clinical information from histopathology reports of uro-oncology procedures

Objectives: We aimed to automate routine extraction of clinically relevant unstructured information from uro-oncological histopathology reports by applying rule-based and machine learning (ML)/deep learning (DL) methods to develop an oncology focused natural language processing (NLP) algorithm. Meth...

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Bibliographic Details
Main Authors: Huang, Honghong, Lim, Fiona Xin Yi, Gu, Gary Tianyu, Han, Matthew Jiangchou, Fang, Andrew Hao Sen, Chia, Elian Hui San, Bei, Eileen Yen Tze, Tham, Sarah Zhuling, Ho, Henry Sun Sien, Yuen, John Shyi Peng, Sun, Aixin, Lim, Jay Kheng Sit
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2023
Subjects:
Online Access:https://hdl.handle.net/10356/169860
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Institution: Nanyang Technological University
Language: English