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Artificial intelligence in neurosurgery: a systematic review of applications, model comparisons, and ethical implications.

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Title: Artificial intelligence in neurosurgery: a systematic review of applications, model comparisons, and ethical implications.
Authors: Reyes JS; Center for Image-Guided Neurosurgery, Neurological surgery department, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA. reyesbarretojs@upmc.edu., Lohia VN; Center for Image-Guided Neurosurgery, Neurological surgery department, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA., Almeida T; Center for Image-Guided Neurosurgery, Neurological surgery department, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA., Niranjan A; Center for Image-Guided Neurosurgery, Neurological surgery department, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA., Lunsford LD; Center for Image-Guided Neurosurgery, Neurological surgery department, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA., Hadjipanayis CG; Center for Image-Guided Neurosurgery, Neurological surgery department, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA.
Source: Neurosurgical review [Neurosurg Rev] 2025 May 29; Vol. 48 (1), pp. 455. Date of Electronic Publication: 2025 May 29.
Publication Type: Journal Article; Systematic Review
Journal Info: Publisher: Springer Berlin Heidelberg Country of Publication: Germany NLM ID: 7908181 Publication Model: Electronic Cited Medium: Internet ISSN: 1437-2320 (Electronic) Linking ISSN: 03445607 NLM ISO Abbreviation: Neurosurg Rev Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Reyes+JS%22">Reyes JS</searchLink>; Center for Image-Guided Neurosurgery, Neurological surgery department, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA. reyesbarretojs@upmc.edu.<br /><searchLink fieldCode="AU" term="%22Lohia+VN%22">Lohia VN</searchLink>; Center for Image-Guided Neurosurgery, Neurological surgery department, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA.<br /><searchLink fieldCode="AU" term="%22Almeida+T%22">Almeida T</searchLink>; Center for Image-Guided Neurosurgery, Neurological surgery department, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA.<br /><searchLink fieldCode="AU" term="%22Niranjan+A%22">Niranjan A</searchLink>; Center for Image-Guided Neurosurgery, Neurological surgery department, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA.<br /><searchLink fieldCode="AU" term="%22Lunsford+LD%22">Lunsford LD</searchLink>; Center for Image-Guided Neurosurgery, Neurological surgery department, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA.<br /><searchLink fieldCode="AU" term="%22Hadjipanayis+CG%22">Hadjipanayis CG</searchLink>; Center for Image-Guided Neurosurgery, Neurological surgery department, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA.
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        Value: 10.1007/s10143-025-03597-9
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