Open-source skull reconstruction with MONAI

Open-source skull reconstruction with MONAI

We present a deep learning model based on an autoencoder for the reconstruction of cranial and facial defects using the Medical Open Network for Artificial Intelligence (MONAI) framework, which has been pre-trained on the MUG500+ and SkullFix dataset. The implementation follows the MONAI contributio...

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Bibliographic Details
Main Authors: Jianning Li, André Ferreira, Behrus Puladi, Victor Alves, Michael Kamp, Moon Kim, Felix Nensa, Jens Kleesiek, Seyed-Ahmad Ahmadi, Jan Egger
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:SoftwareX
Subjects:
Skull reconstruction
Research contribution
MONAI
Open-source
API
PyTorch
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711023001280

Internet

http://www.sciencedirect.com/science/article/pii/S2352711023001280

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