Prediction of Monosodium Urate Crystal Deposits in the First Metatarsophalangeal Joint Using a Decision Tree Model

The DT model demonstrates strong predictive capability. Disease duration, GFR, SUA, age, and SCR are pivotal factors for predicting MSU deposition at the first MTP joint, with disease course being the most critical factor.

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Publication Details

Journal
Current Medical Imaging Formerly Current Medical Imaging Reviews
Published
2025-05-26
DOI
https://doi.org/10.2174/0115734056355443250505051813
Primary Topic
Gout, Hyperuricemia, Uric Acid
Type
article
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article

Prediction of Monosodium Urate Crystal Deposits in the First Metatarsophalangeal Joint Using a Decision Tree Model

Yunyan Zi, Jianxiong Zhuang, Lin Liu, Lina Chen et al.
Current Medical Imaging Formerly Current Medical Imaging Reviews
Gout, Hyperuricemia, Uric Acid
article

Prediction of Monosodium Urate Crystal Deposits in the First Metatarsophalangeal Joint Using a Decision Tree Model

Yunyan Zi, Jianxiong Zhuang, Lin Liu, Lina Chen, Haijun Wu, Yingyi Zhu, Hongjing Leng, Bei Weng
article en

Abstract

The DT model demonstrates strong predictive capability. Disease duration, GFR, SUA, age, and SCR are pivotal factors for predicting MSU deposition at the first MTP joint, with disease course being the most critical factor.

Current Medical Imaging Formerly Current Medical Imaging ReviewsVol. 21
Sun Yat-sen University (CN), Chinese Academy of Medical Sciences & Peking Union Medical College (CN), Fuwai Yunnan Cardiovascular Hospital (CN), The First Affiliated Hospital, Sun Yat-sen University (CN), Huizhou Central People's Hospital (CN), Guangdong Academy of Medical Sciences (CN), Siemens Healthcare (United States) (US), Siemens Healthineers (Germany) (DE), Guangdong Provincial People's Hospital (CN)
Openalex Percentile: Top 86%
Gout, Hyperuricemia, Uric Acid
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