Feasibility of Machine Learning and Logistic Regression Algorithms to Predict Outcome in Orthopaedic Trauma Surgery.

Jacobien Hillina Froukje Oosterhoff Benjamin Yaël Gravesteijn Aditya V Karhade Ruurd L JaarsmaGino M M J KerkhoffsDavid C RingJoseph H SchwabEwout W SteyerbergJob N Doornbergnull null

Published in: The Journal of bone and joint surgery. American volume (2022)

The observation that ML models produce probability estimates comparable with logistic regression models for binary events in musculoskeletal trauma suggests that their benefit may be limited in this context.

Keyphrases

machine learning
minimally invasive
artificial intelligence
trauma patients
coronary artery bypass
deep learning
big data
coronary artery disease