The future of artificial intelligence in neurosurgery: a narrative review

Iqbal, J., Jahangir, K., Mashkoor, Y., Sultana, N., Mehmood, D., Ashraf, M. , Iqbal, A. and Hassan Hafeez, M. (2022) The future of artificial intelligence in neurosurgery: a narrative review. Surgical Neurology International, 13, 536. (doi: 10.25259/SNI_877_2022) (PMID:36447868) (PMCID:PMC9699882)

Abstract

Background: Artificial intelligence (AI) and machine learning (ML) algorithms are on the tremendous rise for being incorporated into the field of neurosurgery. AI and ML algorithms are different from other technological advances as giving the capability for the computer to learn, reason, and problem-solving skills that a human inherits. This review summarizes the current use of AI in neurosurgery, the challenges that need to be addressed, and what the future holds. Methods: A literature review was carried out with a focus on the use of AI in the field of neurosurgery and its future implication in neurosurgical research. Results: The online literature on the use of AI in the field of neurosurgery shows the diversity of topics in terms of its current and future implications. The main areas that are being studied are diagnostic, outcomes, and treatment models. Conclusion: Wonders of AI in the field of medicine and neurosurgery hold true, yet there are a lot of challenges that need to be addressed before its implications can be seen in the field of neurosurgery from patient privacy, to access to high-quality data and overreliance on surgeons on AI. The future of AI in neurosurgery is pointed toward a patient-centric approach, managing clinical tasks, and helping in diagnosing and preoperative assessment of the patients.

• Item Type: Articles
• Status: Published
• Refereed: Yes
• Glasgow Author(s) Enlighten ID: Ashraf, Dr Mohammad
• Authors: Iqbal, J., Jahangir, K., Mashkoor, Y., Sultana, N., Mehmood, D., Ashraf, M., Iqbal, A., and Hassan Hafeez, M.
• College/School: College of Medical Veterinary and Life Sciences > School of Medicine, Dentistry & Nursing
• Journal Name: Surgical Neurology International
• Publisher: Scientific Scholar
• ISSN: 2229-5097
• ISSN (Online): 2152-7806
• Published Online: 18 November 2022
• Copyright Holders: Copyright © 2022 Surgical Neurology International
• First Published: First published in Surgical Neurology International 13:536
• Publisher Policy: Reproduced under a Creative Commons license