Identification of cardiovascular disease in patients with kidney stone disease using explainable machine learning.
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| Title: | Identification of cardiovascular disease in patients with kidney stone disease using explainable machine learning. |
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| Authors: | Yang Q; Department of Urology, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China., Luo N; Shantou University Medical College, Shantou, Guangdong, China.; Department of Psychiatry, Shantou University Mental Health Center, Shantou, Guangdong, China., Lin H; Department of Urology, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.; Shantou University Medical College, Shantou, Guangdong, China., Chen H; Department of Thyroid, Breast and Hernia Surgery, General Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China., Tang H; Shantou University Medical College, Shantou, Guangdong, China.; Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China., Huang J; Shantou University Medical College, Shantou, Guangdong, China.; Department of Sports Medicine and Rehabilitation, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China., Zhang X; Shantou University Medical College, Shantou, Guangdong, China.; Department of Bone & Joint Surgery, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China., Liao W; Department of Urology, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China., Lin Y; Department of Urology, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China., Liu Z; Department of Urology, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China., Sui X; Department of Pathogenic Biology, Shantou University Medical College, Shantou, Guangdong, China., Yang Q; Department of Urology, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China., Hou G; Department of Urology, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China. |
| Source: | Frontiers in cardiovascular medicine [Front Cardiovasc Med] 2026 May 29; Vol. 13, pp. 1696079. Date of Electronic Publication: 2026 May 29 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101653388 Publication Model: eCollection Cited Medium: Print ISSN: 2297-055X (Print) Linking ISSN: 2297055X NLM ISO Abbreviation: Front Cardiovasc Med Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2297-055X |
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| DOI: | 10.3389/fcvm.2026.1696079 |
