Exploring the consistency, quality and challenges in manual and automated coding of free-text diagnoses from hospital outpatient letters.

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Title: Exploring the consistency, quality and challenges in manual and automated coding of free-text diagnoses from hospital outpatient letters.
Authors: Del-Pinto, Warren1 (AUTHOR) warren.del-pinto@manchester.ac.uk, Demetriou, George1 (AUTHOR), Jani, Meghna2,3,4 (AUTHOR), Patel, Rikesh5 (AUTHOR), Gray, Leanne6 (AUTHOR), Bulcock, Alex4 (AUTHOR), Peek, Niels7,8 (AUTHOR), Kanter, Andrew S.9,10 (AUTHOR), Dixon, William G.2,4,8 (AUTHOR), Nenadic, Goran1 (AUTHOR)
Source: PLoS ONE. 8/25/2025, Vol. 20 Issue 8, p1-17. 17p.
Database: Academic Search Ultimate
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ISSN:19326203
DOI:10.1371/journal.pone.0328108