Yuta Nakamura

Yuta Nakamura

Biomedical natural language processing (NLP) researcher & Diagnostic radiologist at the University of Tokyo Hospital

ChatGPT for automating lung cancer staging: feasibility study on open radiology report dataset

Published in medRxiv preprint, 2023

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CT imaging is essential in the initial staging of lung cancer. However, free-text radiology reports do not always directly mention clinical TNM stages. We explored the capability of OpenAI’s ChatGPT to automate lung cancer staging from CT radiology reports.

Recommended citation: Yuta Nakamura, Tomohiro Kikuchi, Yosuke Yamagishi, Shouhei Hanaoka, Takahiro Nakao, Soichiro Miki, Takeharu Yoshikawa, Osamu Abe. ChatGPT for automating lung cancer staging: feasibility study on open radiology report dataset. medRxiv preprint 2023. doi: 10.1101/2023.12.11.23299107.

Recommended citation: Yuta Nakamura, Tomohiro Kikuchi, Yosuke Yamagishi, Shouhei Hanaoka, Takahiro Nakao, Soichiro Miki, Takeharu Yoshikawa, Osamu Abe. ChatGPT for automating lung cancer staging: feasibility study on open radiology report dataset. medRxiv preprint 2023. doi: 10.1101/2023.12.11.23299107. https://www.medrxiv.org/content/10.1101/2023.12.11.23299107v1