Machine Learning Algorithms for Neurosurgical Preoperative Planning: A Scoping Review

Jhon E. Bocanegra-Becerra; Julia Sader Neves Ferreira; Gabriel Simoni; Anthony Hong; Wagner Rios-Garcia; Mohammad Mirahmadi Eraghi; Adriam M. Castilla-Encinas; Jhair Alejandro Colan; Rolando Rojas-Apaza; Emanuel Eduardo Franco Pariasca Trevejo; Raphael Bertani; Miguel Angel Lopez-Gonzalez

doi:10.1016/j.wneu.2024.11.048

Machine Learning Algorithms for Neurosurgical Preoperative Planning: A Scoping Review

Jhon E. Bocanegra-Becerra
, Julia Sader Neves Ferreira
, Gabriel Simoni
, Anthony Hong
, Wagner Rios-Garcia
, Mohammad Mirahmadi Eraghi
, Adriam M. Castilla-Encinas
, Jhair Alejandro Colan
, Rolando Rojas-Apaza
, Emanuel Eduardo Franco Pariasca Trevejo
, Raphael Bertani
, Miguel Angel Lopez-Gonzalez

Research output: Contribution to journal › Review article › peer-review

Original language	English
Article number	123465
Journal	World Neurosurgery
Volume	194
DOIs	https://doi.org/10.1016/j.wneu.2024.11.048
State	Published - Feb 2025

ASJC Scopus Subject Areas

Surgery
Clinical Neurology

Keywords

Artificial intelligence
Machine learning
Neurosurgery
Preoperative planning
Spine surgery
Algorithms
Humans
Preoperative Care/methods
Neurosurgical Procedures/methods
Machine Learning

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10.1016/j.wneu.2024.11.048

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Bocanegra-Becerra, J. E., Neves Ferreira, J. S., Simoni, G., Hong, A., Rios-Garcia, W., Eraghi, M. M., Castilla-Encinas, A. M., Colan, J. A., Rojas-Apaza, R., Pariasca Trevejo, E. E. F., Bertani, R., & Lopez-Gonzalez, M. A. (2025). Machine Learning Algorithms for Neurosurgical Preoperative Planning: A Scoping Review. World Neurosurgery, 194, Article 123465. https://doi.org/10.1016/j.wneu.2024.11.048

Bocanegra-Becerra, JE, Neves Ferreira, JS, Simoni, G, Hong, A, Rios-Garcia, W, Eraghi, MM, Castilla-Encinas, AM, Colan, JA, Rojas-Apaza, R, Pariasca Trevejo, EEF, Bertani, R & Lopez-Gonzalez, MA 2025, 'Machine Learning Algorithms for Neurosurgical Preoperative Planning: A Scoping Review', World Neurosurgery, vol. 194, 123465. https://doi.org/10.1016/j.wneu.2024.11.048

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title = "Machine Learning Algorithms for Neurosurgical Preoperative Planning: A Scoping Review",

keywords = "Artificial intelligence, Machine learning, Neurosurgery, Preoperative planning, Spine surgery, Algorithms, Humans, Preoperative Care/methods, Neurosurgical Procedures/methods, Machine Learning",

author = "Bocanegra-Becerra, \{Jhon E.\} and \{Neves Ferreira\}, \{Julia Sader\} and Gabriel Simoni and Anthony Hong and Wagner Rios-Garcia and Eraghi, \{Mohammad Mirahmadi\} and Castilla-Encinas, \{Adriam M.\} and Colan, \{Jhair Alejandro\} and Rolando Rojas-Apaza and \{Pariasca Trevejo\}, \{Emanuel Eduardo Franco\} and Raphael Bertani and Lopez-Gonzalez, \{Miguel Angel\}",

year = "2025",

month = feb,

doi = "10.1016/j.wneu.2024.11.048",

language = "English",

volume = "194",

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AU - Neves Ferreira, Julia Sader

AU - Simoni, Gabriel

AU - Hong, Anthony

AU - Rios-Garcia, Wagner

AU - Eraghi, Mohammad Mirahmadi

AU - Castilla-Encinas, Adriam M.

AU - Colan, Jhair Alejandro

AU - Rojas-Apaza, Rolando

AU - Pariasca Trevejo, Emanuel Eduardo Franco

AU - Bertani, Raphael

AU - Lopez-Gonzalez, Miguel Angel

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KW - Preoperative planning

KW - Spine surgery

KW - Algorithms

KW - Humans

KW - Preoperative Care/methods

KW - Neurosurgical Procedures/methods

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VL - 194

JO - World Neurosurgery

JF - World Neurosurgery

M1 - 123465

ER -

Machine Learning Algorithms for Neurosurgical Preoperative Planning: A Scoping Review

ASJC Scopus Subject Areas

Keywords

Access to Document

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