Verification of the Accuracy of Cervical Spinal Cord Injury Prognosis Prediction Using Clinical Data-Based Artificial Neural Networks.

Jun KishikawaKazu KobayakawaHirokazu SaiwaiKazuya YokotaKensuke KubotaTetsuo HayashiYuichiro MorishitaMuneaki MasudaHiroaki SakaiOsamu KawanoYasuharu NakashimaTakeshi Maeda

Published in: Journal of clinical medicine (2024)

We were able to predict the prognosis of patients with cervical SCI from acute clinical data using ANNs. Performing effective rehabilitation based on this prediction will improve the patient's quality of life after discharge. Although there is room for improvement, ANNs are useful as a prognostic tool for patients with cervical SCI.

Keyphrases

spinal cord injury
neural network
electronic health record
spinal cord
big data
liver failure
case report
respiratory failure
intensive care unit
hepatitis b virus
deep learning
aortic dissection
artificial intelligence
drug induced