The emerging role of artificial intelligence in adult spinal deformity

Izzet Akosman; Francis Lovecchio; Keith Lyons; J. Manuel Sarmiento; Amanda Lans; Hamid Ghaedina; Joseph H. Schwab; Mitchell S. Fourman

doi:10.1016/j.semss.2022.100986

The emerging role of artificial intelligence in adult spinal deformity

Izzet Akosman, Francis Lovecchio, Keith Lyons, J. Manuel Sarmiento, Amanda Lans, Hamid Ghaedina, Joseph H. Schwab, Mitchell S. Fourman

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Abstract

Artificial intelligence (AI) refers to computer-based technologies that seek to replicate human intelligence by allowing software to make decisions and provide recommendations based on the analysis of large datasets. Present applications of AI in spine deformity surgery have focused on improving safety and efficacy by automating, standardizing, and facilitating data guided approaches. In this review, the authors focus on 3 types of AI technology: 1) Surgical classification, 2) individualized outcome prediction, and 3) surgical planning. It is anticipated that AI will become an essential part of the preoperative, intraoperative, and postoperative phases of adult spinal deformity surgery.

Original language	English (US)
Article number	100986
Journal	Seminars in Spine Surgery
Volume	34
Issue number	4
DOIs	https://doi.org/10.1016/j.semss.2022.100986
State	Published - Dec 2022
Externally published	Yes

ASJC Scopus subject areas

Surgery
Orthopedics and Sports Medicine

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title = "The emerging role of artificial intelligence in adult spinal deformity",

abstract = "Artificial intelligence (AI) refers to computer-based technologies that seek to replicate human intelligence by allowing software to make decisions and provide recommendations based on the analysis of large datasets. Present applications of AI in spine deformity surgery have focused on improving safety and efficacy by automating, standardizing, and facilitating data guided approaches. In this review, the authors focus on 3 types of AI technology: 1) Surgical classification, 2) individualized outcome prediction, and 3) surgical planning. It is anticipated that AI will become an essential part of the preoperative, intraoperative, and postoperative phases of adult spinal deformity surgery.",

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AU - Lyons, Keith

AU - Sarmiento, J. Manuel

AU - Lans, Amanda

AU - Ghaedina, Hamid

AU - Schwab, Joseph H.

AU - Fourman, Mitchell S.

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AB - Artificial intelligence (AI) refers to computer-based technologies that seek to replicate human intelligence by allowing software to make decisions and provide recommendations based on the analysis of large datasets. Present applications of AI in spine deformity surgery have focused on improving safety and efficacy by automating, standardizing, and facilitating data guided approaches. In this review, the authors focus on 3 types of AI technology: 1) Surgical classification, 2) individualized outcome prediction, and 3) surgical planning. It is anticipated that AI will become an essential part of the preoperative, intraoperative, and postoperative phases of adult spinal deformity surgery.

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The emerging role of artificial intelligence in adult spinal deformity

Abstract

ASJC Scopus subject areas

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