AIMC Journal:
Journal of the Pediatric Orthopaedic Society of North America

Showing 1 to 6 of 6 articles

The Effect of Age, Sex, and Body Mass Index on Spinopelvic Balance Throughout Childhood and Adolescence: An Automated 3D-Computed Tomography Study of 9,721 Pediatric Patients.

Journal of the Pediatric Orthopaedic Society of North America
BACKGROUND: Spinopelvic assessment is critical for surgical planning. It is unknown if age, sex, and body mass index (BMI) influence pelvic orientation during development. This study aimed to (1) describe normative pelvic orientation and (2) investig...

Determination of Modified Waldenström Staging in Legg-Calvé-Perthes Disease Using Deep Learning.

Journal of the Pediatric Orthopaedic Society of North America
BACKGROUND: Age and disease stage are critical factors in guiding management in Legg-Calvé-Perthes disease (LCPD). The modified Waldenström system is the most common staging system for LCPD but has only moderate inter-rater reliability. Deep learning...

Not Ready for Prime Time: Limitations of a Retrieval-Augmented Generation Large Language Model in Assessing Risk of Bias in Observational Studies.

Journal of the Pediatric Orthopaedic Society of North America
BACKGROUND: Current research has focused on the use of large language models (LLMs) to augment systematic reviews. LLMs are limited by their vulnerability to "hallucinations"; retrieval-augmented generation (RAG) reduces these by limiting the model's...

Digital Eye: Deep Learning for Detecting Physeal Fractures of the Pediatric Distal Radius.

Journal of the Pediatric Orthopaedic Society of North America
BACKGROUND: Distal radial fractures (DRFs) are some of the most common pediatric injuries, often involving the physis. Diagnostic accuracy can be challenging for physicians unfamiliar with managing pediatric injuries, with misdiagnosis rates reported...

Training a Bilingual Artificial Intelligence Model on Pediatric Orthopaedic Resources to Enhance the Readability of Patient Education Materials.

Journal of the Pediatric Orthopaedic Society of North America
BACKGROUND: Low health literacy affects nearly one-third of adults in the United States, and almost 68 million Americans speak a language other than English at home. These barriers to understanding medical information are associated with worse clinic...