MRI-Based Prediction of Clinical Improvement after Ventricular Shunt Placement for Normal Pressure Hydrocephalus: Development and Evaluation of an Integrated Multisequence Machine Learning Algorithm.
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| Title: | MRI-Based Prediction of Clinical Improvement after Ventricular Shunt Placement for Normal Pressure Hydrocephalus: Development and Evaluation of an Integrated Multisequence Machine Learning Algorithm. |
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| Authors: | Leary OP; From the Department of Neurosurgery (O.P.L., K.M., S.S., K.S., P.M.K.), Brown University Warren Alpert Medical School, Providence, Rhode Island owen_leary@brown.edu., Zhong Z; Department of Diagnostic Imaging (Z.Z., L.B., Z.J., G.R., S.C., J.L.B.), Brown University Warren Alpert Medical School, Providence, Rhode Island.; School of Electronic Engineering (Z.Z.), Xidian University, Xi'an, China., Bi L; Department of Diagnostic Imaging (Z.Z., L.B., Z.J., G.R., S.C., J.L.B.), Brown University Warren Alpert Medical School, Providence, Rhode Island., Jiao Z; Department of Diagnostic Imaging (Z.Z., L.B., Z.J., G.R., S.C., J.L.B.), Brown University Warren Alpert Medical School, Providence, Rhode Island., Dai YW; Department of Neurology (Y.-W.D., L.Y.), The Second Xiangya Hospital, Central South University, Hunan, China., Ma K; From the Department of Neurosurgery (O.P.L., K.M., S.S., K.S., P.M.K.), Brown University Warren Alpert Medical School, Providence, Rhode Island.; Columbia University Vagelos College of Physicians and Surgeons (K.M.), New York, New York., Sayied S; From the Department of Neurosurgery (O.P.L., K.M., S.S., K.S., P.M.K.), Brown University Warren Alpert Medical School, Providence, Rhode Island., Kargilis D; Department of Radiology (D.K., M.I., L.-M.Z., H.B.), Johns Hopkins University School of Medicine, Baltimore, Maryland., Imami M; Department of Radiology (D.K., M.I., L.-M.Z., H.B.), Johns Hopkins University School of Medicine, Baltimore, Maryland., Zhao LM; Department of Radiology (D.K., M.I., L.-M.Z., H.B.), Johns Hopkins University School of Medicine, Baltimore, Maryland., Feng X; Carina Medical (X.F.), Lexington, Kentucky.; Department of Biomedical Engineering (X.F.), University of Virginia, Charlottesville, Virginia., Riccardello G; Department of Diagnostic Imaging (Z.Z., L.B., Z.J., G.R., S.C., J.L.B.), Brown University Warren Alpert Medical School, Providence, Rhode Island., Collins S; Department of Diagnostic Imaging (Z.Z., L.B., Z.J., G.R., S.C., J.L.B.), Brown University Warren Alpert Medical School, Providence, Rhode Island., Svokos K; From the Department of Neurosurgery (O.P.L., K.M., S.S., K.S., P.M.K.), Brown University Warren Alpert Medical School, Providence, Rhode Island., Moghekar A; Department of Neurology (A.M.), Johns Hopkins University School of Medicine, Baltimore, Maryland., Yang L; Department of Neurology (Y.-W.D., L.Y.), The Second Xiangya Hospital, Central South University, Hunan, China., Bai H; Department of Radiology (D.K., M.I., L.-M.Z., H.B.), Johns Hopkins University School of Medicine, Baltimore, Maryland., Klinge PM; From the Department of Neurosurgery (O.P.L., K.M., S.S., K.S., P.M.K.), Brown University Warren Alpert Medical School, Providence, Rhode Island., Boxerman JL; Department of Diagnostic Imaging (Z.Z., L.B., Z.J., G.R., S.C., J.L.B.), Brown University Warren Alpert Medical School, Providence, Rhode Island. |
| Source: | AJNR. American journal of neuroradiology [AJNR Am J Neuroradiol] 2024 Oct 03; Vol. 45 (10), pp. 1536-1544. Date of Electronic Publication: 2024 Oct 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 |
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