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Novel Quantification Protocol for Cardiovascular Calcification Progression Using Longitudinal MicroPET/MicroCT Images
Published on: November 15, 2024
A reproducible framework for constructing a longitudinal low-dose CT screening image database: implementation using
Junji Shiraishi1, Rie Tanaka2, Tetsuo Matsunaga3
1Department of Radiological Sciences, Faculty of Medical Science, Fukuoka International University of Health and Welfare, 2-4-16 Momochihama, Sawara-ku, Fukuoka, 814-0001, Japan. j2s@ihwg.jp.
Abstract:
This study presents a reproducible methodological framework for constructing a longitudinal low-dose computed tomography (LDCT) screening image database and demonstrates its implementation using 11 years of real-world data from a single region in Japan. The framework integrates hierarchical identifier design, deterministic metadata linkage, structured anonymization, and a minimal metadata specification to enable consistent organization of longitudinal imaging data. The implemented database comprises 45,337 LDCT examinations from 23,065 examinees, with 47.0% undergoing repeated screening. All examinations were acquired using a standardized CT scanner and protocol and were linked to screening assessment categories and smoking exposure information. The resulting structure supports reproducible subject-level aggregation, temporal tracking, and quantitative image analysis. This framework provides a transferable model for institutions seeking to construct longitudinal screening imaging repositories.
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