An accessible, efficient, and accurate natural language processing method for extracting diagnostic data from pathology reports

• Hlavní autoři: Hansen Lam (Autor), Freddy Nguyen (Autor), Xintong Wang (Autor), Aryeh Stock (Autor), Volha Lenskaya (Autor), Maryam Kooshesh (Autor), Peizi Li (Autor), Mohammad Qazi (Autor), Shenyu Wang (Autor), Mitra Dehghan (Autor), Xia Qian (Autor), Qiusheng Si (Autor), Alexandros D. Polydorides (Autor)
• Médium: Kniha
• Vydáno: Elsevier, 2022-01-01T00:00:00Z.
• Témata: article
• On-line přístup: Connect to this object online.

Context: Analysis of diagnostic information in pathology reports for the purposes of clinical or translational research and quality assessment/control often requires manual data extraction, which can be laborious, time-consuming, and subject to mistakes. Objective: We sought to develop, employ, and...