Revisiting the Endoscopic Third Ventriculostomy Success Score using machine learning: can we do better?

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Title: Revisiting the Endoscopic Third Ventriculostomy Success Score using machine learning: can we do better?
Authors: Adil SM; Departments of1Neurosurgery and., Seas A; Departments of1Neurosurgery and.; 2Department of Biomedical Engineering, Duke University, Durham, North Carolina; and., Sexton DP; Departments of1Neurosurgery and., Warman PI; Departments of1Neurosurgery and., Wissel BD; Departments of1Neurosurgery and., Carpenter KL; Departments of1Neurosurgery and., Carter L; 3Department of Pediatrics, Division of Pediatric Neurosurgery, Prisma Health Greenville Memorial Hospital, Greenville, South Carolina., Kolls BJ; 4Neurology, Duke University Medical Center, Durham, North Carolina., Fuller AT; Departments of1Neurosurgery and., Lad SP; Departments of1Neurosurgery and., Dunn TW; Departments of1Neurosurgery and.; 2Department of Biomedical Engineering, Duke University, Durham, North Carolina; and., Fuchs H; Departments of1Neurosurgery and., Vestal M; Departments of1Neurosurgery and., Grant GA; Departments of1Neurosurgery and.
Source: Journal of neurosurgery. Pediatrics [J Neurosurg Pediatr] 2024 Dec 06; Vol. 35 (3), pp. 246-254. Date of Electronic Publication: 2024 Dec 06 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: American Association of Neurological Surgeons Country of Publication: United States NLM ID: 101463759 Publication Model: Electronic-Print Cited Medium: Internet ISSN: 1933-0715 (Electronic) Linking ISSN: 19330707 NLM ISO Abbreviation: J Neurosurg Pediatr Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: <searchLink fieldCode="AU" term="%22Adil+SM%22">Adil SM</searchLink>; Departments of1Neurosurgery and.<br /><searchLink fieldCode="AU" term="%22Seas+A%22">Seas A</searchLink>; Departments of1Neurosurgery and.; 2Department of Biomedical Engineering, Duke University, Durham, North Carolina; and.<br /><searchLink fieldCode="AU" term="%22Sexton+DP%22">Sexton DP</searchLink>; Departments of1Neurosurgery and.<br /><searchLink fieldCode="AU" term="%22Warman+PI%22">Warman PI</searchLink>; Departments of1Neurosurgery and.<br /><searchLink fieldCode="AU" term="%22Wissel+BD%22">Wissel BD</searchLink>; Departments of1Neurosurgery and.<br /><searchLink fieldCode="AU" term="%22Carpenter+KL%22">Carpenter KL</searchLink>; Departments of1Neurosurgery and.<br /><searchLink fieldCode="AU" term="%22Carter+L%22">Carter L</searchLink>; 3Department of Pediatrics, Division of Pediatric Neurosurgery, Prisma Health Greenville Memorial Hospital, Greenville, South Carolina.<br /><searchLink fieldCode="AU" term="%22Kolls+BJ%22">Kolls BJ</searchLink>; 4Neurology, Duke University Medical Center, Durham, North Carolina.<br /><searchLink fieldCode="AU" term="%22Fuller+AT%22">Fuller AT</searchLink>; Departments of1Neurosurgery and.<br /><searchLink fieldCode="AU" term="%22Lad+SP%22">Lad SP</searchLink>; Departments of1Neurosurgery and.<br /><searchLink fieldCode="AU" term="%22Dunn+TW%22">Dunn TW</searchLink>; Departments of1Neurosurgery and.; 2Department of Biomedical Engineering, Duke University, Durham, North Carolina; and.<br /><searchLink fieldCode="AU" term="%22Fuchs+H%22">Fuchs H</searchLink>; Departments of1Neurosurgery and.<br /><searchLink fieldCode="AU" term="%22Vestal+M%22">Vestal M</searchLink>; Departments of1Neurosurgery and.<br /><searchLink fieldCode="AU" term="%22Grant+GA%22">Grant GA</searchLink>; Departments of1Neurosurgery and.
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  Data: <searchLink fieldCode="JN" term="%22101463759%22">Journal of neurosurgery. Pediatrics</searchLink> [J Neurosurg Pediatr] 2024 Dec 06; Vol. 35 (3), pp. 246-254. <i>Date of Electronic Publication: </i>2024 Dec 06 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Association+of+Neurological+Surgeons%22">American Association of Neurological Surgeons </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101463759 <i>Publication Model: </i>Electronic-Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1933-0715 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2219330707%22">19330707 </searchLink><i>NLM ISO Abbreviation: </i>J Neurosurg Pediatr <i>Subsets: </i>MEDLINE
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        Value: 10.3171/2024.9.PEDS24146
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              Text: 2024 Dec 06
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