Development of a clinical prediction model for inflammatory biomarkers and enlarged basal ganglia perivascular spaces using SHAP analysis: feature selection and model interpretation.
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| Title: | Development of a clinical prediction model for inflammatory biomarkers and enlarged basal ganglia perivascular spaces using SHAP analysis: feature selection and model interpretation. |
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| Authors: | Lv J; Department of Neurology, The First Affiliated Hospital of Baotou Medical College, Baotou, China., Gao D; Department of Neurology, The First Affiliated Hospital of Baotou Medical College, Baotou, China., Yong W; Department of Neurology, The First Affiliated Hospital of Baotou Medical College, Baotou, China., Yu W; Department of Neurology, The First Affiliated Hospital of Baotou Medical College, Baotou, China., Wang L; Department of Neurology, The First Affiliated Hospital of Baotou Medical College, Baotou, China., Ma S; Department of Neurology, The First Affiliated Hospital of Baotou Medical College, Baotou, China., Li H; Baogang Hospital of Inner Mongolia, Baotou, China., Zhang S; Department of Neurology, The First Affiliated Hospital of Baotou Medical College, Baotou, China., Guo Z; Department of Neurology, The First Affiliated Hospital of Baotou Medical College, Baotou, China., Yan H; Department of Neurology, The First Affiliated Hospital of Baotou Medical College, Baotou, China., Ju Z; Department of Neurology, The First Affiliated Hospital of Baotou Medical College, Baotou, China., Liu Y; Department of Neurology, The First Affiliated Hospital of Baotou Medical College, Baotou, China., Wu L; Department of Neurology, The First Affiliated Hospital of Baotou Medical College, Baotou, China., Guo X; Department of Neurology, The First Affiliated Hospital of Baotou Medical College, Baotou, China. |
| Source: | Frontiers in neurology [Front Neurol] 2026 Jan 02; Vol. 16, pp. 1665841. Date of Electronic Publication: 2026 Jan 02 (Print Publication: 2025). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101546899 Publication Model: eCollection Cited Medium: Print ISSN: 1664-2295 (Print) Linking ISSN: 16642295 NLM ISO Abbreviation: Front Neurol Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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