Preoperative Neuroimaging Markers, Clinical Severity Measures, and Shunt Characteristics for Predicting Shunt Revision in Idiopathic Intracranial Hypertension: An Explainable Machine Learning Study.
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| Title: | Preoperative Neuroimaging Markers, Clinical Severity Measures, and Shunt Characteristics for Predicting Shunt Revision in Idiopathic Intracranial Hypertension: An Explainable Machine Learning Study. |
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| Authors: | Gholampour S; From the Department of Neurological Surgery (S.G., A.D., P.D., J.B.R., S.C.), University of Chicago Medicine, Chicago, Illinois seifgholampour@bsd.uchicago.edu., Dehghan A; From the Department of Neurological Surgery (S.G., A.D., P.D., J.B.R., S.C.), University of Chicago Medicine, Chicago, Illinois., Carroll TJ; Department of Radiology (T.J.C.), University of Chicago Medicine, Chicago, Illinois., Das P; From the Department of Neurological Surgery (S.G., A.D., P.D., J.B.R., S.C.), University of Chicago Medicine, Chicago, Illinois., Rosen JB; From the Department of Neurological Surgery (S.G., A.D., P.D., J.B.R., S.C.), University of Chicago Medicine, Chicago, Illinois., Chen S; From the Department of Neurological Surgery (S.G., A.D., P.D., J.B.R., S.C.), University of Chicago Medicine, Chicago, Illinois., Patel J; Pritzker School of Medicine (J.P.), The University of Chicago, Chicago, Illinois. |
| Source: | AJNR. American journal of neuroradiology [AJNR Am J Neuroradiol] 2026 Jun 03; Vol. 47 (6), pp. 1569-1577. Date of Electronic Publication: 2026 Jun 03. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: American Society of Neuroradiology Country of Publication: United States NLM ID: 8003708 Publication Model: Electronic Cited Medium: Internet ISSN: 1936-959X (Electronic) Linking ISSN: 01956108 NLM ISO Abbreviation: AJNR Am J Neuroradiol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 1936-959X |
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| DOI: | 10.3174/ajnr.A9166 |
