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Development and validation of a machine learning-based prediction model for urinary calculi recurrence.

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Title: Development and validation of a machine learning-based prediction model for urinary calculi recurrence.
Authors: Guo J; Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China.; The Second Clinical Medical School of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450000, China., Zhang J; Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China.; The Second Clinical Medical School of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450000, China., Zhang J; Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China.; The Second Clinical Medical School of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450000, China., Xu C; Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China.; The Second Clinical Medical School of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450000, China., Wang X; Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China.; The Second Clinical Medical School of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450000, China., Liu C; Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China. lcw8001@126.com.; The Second Clinical Medical School of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450000, China. lcw8001@126.com.
Source: Urolithiasis [Urolithiasis] 2025 Jun 19; Vol. 53 (1), pp. 120. Date of Electronic Publication: 2025 Jun 19.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 101602699 Publication Model: Electronic Cited Medium: Internet ISSN: 2194-7236 (Electronic) Linking ISSN: 21947228 NLM ISO Abbreviation: Urolithiasis Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Guo+J%22">Guo J</searchLink>; Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China.; The Second Clinical Medical School of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450000, China.<br /><searchLink fieldCode="AU" term="%22Zhang+J%22">Zhang J</searchLink>; Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China.; The Second Clinical Medical School of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450000, China.<br /><searchLink fieldCode="AU" term="%22Zhang+J%22">Zhang J</searchLink>; Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China.; The Second Clinical Medical School of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450000, China.<br /><searchLink fieldCode="AU" term="%22Xu+C%22">Xu C</searchLink>; Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China.; The Second Clinical Medical School of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450000, China.<br /><searchLink fieldCode="AU" term="%22Wang+X%22">Wang X</searchLink>; Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China.; The Second Clinical Medical School of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450000, China.<br /><searchLink fieldCode="AU" term="%22Liu+C%22">Liu C</searchLink>; Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China. lcw8001@126.com.; The Second Clinical Medical School of Zhengzhou University, No. 2 Jingba Road, Jinshui District, Zhengzhou, 450000, China. lcw8001@126.com.
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  Data: <searchLink fieldCode="JN" term="%22101602699%22">Urolithiasis</searchLink> [Urolithiasis] 2025 Jun 19; Vol. 53 (1), pp. 120. <i>Date of Electronic Publication: </i>2025 Jun 19.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>101602699 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2194-7236 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2221947228%22">21947228 </searchLink><i>NLM ISO Abbreviation: </i>Urolithiasis <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s00240-025-01792-3
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              Text: 2025 Jun 19
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