Cutting Edge to Cutting Time: Can ChatGPT Improve the Radiologist's Reporting?
J Imaging Inform Med
; 2024 Jul 17.
Article
em En
| MEDLINE
| ID: mdl-39020157
ABSTRACT
Radiology-structured reports (SR) have many advantages over free text (FT), but the wide implementation of SR is still lagging. A powerful tool such as GPT-4 can address this issue. We aim to employ a web-based reporting tool powered by GPT-4 capable of converting FT to SR and then evaluate its impact on reporting time and report quality. Thirty abdominopelvic CT scans were reported by two radiologists across two sessions (15 scans each) a control session using traditional reporting methods and an AI-assisted session employing a GPT-4-powered web application to structure free text into structured reports. For each radiologist, the output included 15 control finalized reports, 15 AI-assisted pre-edits, and 15 post-edit finalized reports. Reporting turnaround times were assessed, including total reporting time (TRT) and case reporting time (TATc). Quality assessments were conducted by two blinded radiologists. TRT and TATc have decreased with the use of the AI-assisted reporting tool, although statistically not significant (p-value > 0.05). Mean TATc for RAD-1 decreased from 002008 to 001630 (hoursminutesseconds) and TRT decreased from 050200 to 040800. Mean TATc for RAD-2 decreased from 001204 to 001004 and TRT decreased from 030100 to 023100. Quality scores of the finalized reports with and without AI-assistance were comparable with no significant differences. Adjusting the AI-assisted TATc by removing the editing time showed statistically significant results compared to the control for both radiologists (p-value < 0.05). The AI-assisted reporting tool can generate SR while reducing TRT and TATc without sacrificing report quality. Editing time is a potential area for further improvement.
Texto completo:
1
Coleções:
01-internacional
Base de dados:
MEDLINE
Idioma:
En
Revista:
J Imaging Inform Med
Ano de publicação:
2024
Tipo de documento:
Article
País de afiliação:
Arábia Saudita
País de publicação:
CH
/
SUIZA
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SUÍÇA
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SWITZERLAND