Image segmentation-based volume approximation-volume as a factor in the clinical management of osteolytic jaw lesions.

Martin KaukeAli-Farid SafiAndrea GrandochHans-Joachim NickenigJoachim ZöllerMatthias Kreppel

Published in: Dento maxillo facial radiology (2018)

Segmentation-based volume approximation holds great promise for patient individualized treatment planning and clinical management. The data suggest that maximum tumour diameter-based size characterization, especially the cuboid-formula and the maximum diameter alone, should not be recommended.

Keyphrases

deep learning
convolutional neural network
big data
optic nerve
electronic health record
machine learning
artificial intelligence
preterm infants