Natural Language Processing in Spine Surgery: A Systematic Review of Applications, Bias, and Reporting Transparency

Although the application of NLP to spine surgery is expanding, current studies face limitations and none are indicated as ready for clinical use. Thus, for future studies we recommend an emphasis on transparent reporting and collaboration with NLP experts to incorporate the latest developments to improve models and contribute to further innovation.