Skull shape reconstruction using cascaded convolutional networks

O Kodym, M Španěl, A Herout - Computers in Biology and Medicine, 2020 - Elsevier
Designing a cranial implant to restore the protective and aesthetic function of the patient's
skull is a challenging process that requires a substantial amount of manual work, even for an …

Variational shape completion for virtual planning of jaw reconstructive surgery

AH Abdi, M Pesteie, E Prisman, P Abolmaesumi… - … Image Computing and …, 2019 - Springer
The premorbid geometry of the mandible is of significant relevance in jaw reconstructive
surgeries and occasionally unknown to the surgical team. In this paper, an optimization …

[PDF][PDF] DEEP LEARNING FOR VIRTUAL PATIENT-SPECIFIC SKULL MODELLING AND RECONSTRUCTION

I ˇRICH KODYM - theses.cz
Skull segmentation from 3D patient data and virtual reconstruction of the defective skull
shape are the most challenging steps required for creation of patientspecific models of skull …

Machine learnt treatment: machine learning and registration techniques for digitally planned jaw reconstructive surgery

AH Abdi - 2020 - open.library.ubc.ca
The continuous advent of novel imaging technologies in the past two decades has created
new avenues for biomechanical modeling, biomedical image analysis, and machine …