Development and validation of common data model-based fracture prediction model using machine learning algorithm.

Sung Hye KongSihyeon KimYisak KimJung Hee KimKwangsoo KimChan Soo Shin

Published in: Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA (2023)

We developed scoring systems for osteoporotic fractures from hospital-based cohorts and validated them in an independent cohort. These simple scoring models may help predict fracture risks in real-world practice.

Keyphrases

primary care
hip fracture
machine learning
healthcare
electronic health record
deep learning
big data
human health
quality improvement
neural network
risk assessment