Automatic Detection of Medial and Lateral Compartments from Histological Sections of Mouse Knee Joints Using the Single-Shot Multibox Detector Algorithm.

Yoshifumi MoriTakeshi OichiMasahiro IwamotoTaku Saito

Published in: Cartilage (2022)

By applying deep learning based on the SSD algorithm, we successfully developed a model that detects the locations of the medial and lateral compartments of tissue sections of mouse knee joints with high accuracy.

Keyphrases

deep learning
total knee arthroplasty
machine learning
artificial intelligence
convolutional neural network
knee osteoarthritis
minimally invasive
anterior cruciate ligament
anterior cruciate ligament reconstruction
loop mediated isothermal amplification
magnetic resonance