Unifying the seeds auto-generation (SAGE) with knee cartilage segmentation framework: data from the osteoarthritis initiative.

Hong-Seng GanKhairil Amir SayutiMuhammad Hanif RamleeYeng-Seng LeeWan Mahani Hafizah Wan MahmudAhmad Helmy Abdul Karim

Published in: International journal of computer assisted radiology and surgery (2019)

SAGE enhances the efficiency of segmentation process and attains satisfactory segmentation performance compared to manual and random walks segmentation. Future works should validate SAGE on progressive image data cohort using OA biomarkers.

Keyphrases

deep learning
convolutional neural network
knee osteoarthritis
artificial intelligence
electronic health record
big data
multiple sclerosis
machine learning
total knee arthroplasty
current status
data analysis
extracellular matrix
neural network