Large Language Model Approach for Zero-Shot Information Extraction and Clustering of Japanese Radiology Reports: Algorithm Development and Validation

Large Language Model Approach for Zero-Shot Information Extraction and Clustering of Japanese Radiology Reports: Algorithm Development and Validation

Abstract BackgroundThe application of natural language processing in medicine has increased significantly, including tasks such as information extraction and classification. Natural language processing plays a crucial role in structuring free-form radiology reports, facilitati...

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Bibliographic Details
Main Authors: Yosuke Yamagishi, Yuta Nakamura, Shouhei Hanaoka, Osamu Abe
Format: Article
Language:English
Published: JMIR Publications 2025-01-01
Series:JMIR Cancer
Online Access:https://cancer.jmir.org/2025/1/e57275
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