Quantum Computing: The Future of Big Data and Artificial Intelligence in Spine.

Authors :: Mallow GM
Hornung A
Barajas JN
Rudisill SS
An HS
Samartzis D
Source :: Spine surgery and related research [Spine Surg Relat Res] 2022 Feb 10; Vol. 6 (2), pp. 93-98. Date of Electronic Publication: 2022 Feb 10 (Print Publication: 2022).
Publication Year :: 2022
Abstract: With the emergence of big data and more personalized approaches to spine care and predictive modeling, data science and deep analytics are taking center-stage. Although current techniques in machine learning and artificial intelligence have gained attention, their applications remain limited by their reliance on traditional analytic platforms. Quantum computing has the ability to circumvent such constraints by attending to the various complexities of big data while minimizing space and time dimensions within computational algorithms. In doing so, quantum computing may one day address research and clinical objectives that currently cannot be tackled. Understanding quantum computing and its potential to improve patient management and outcomes is therefore imperative to drive further advancements in the spine field for the next several decades.<br />Competing Interests: Conflicts of Interest: The authors declare that there are no relevant conflicts of interest.<br /> (Copyright © 2022 by The Japanese Society for Spine Surgery and Related Research.)