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AutoImplant@MICCAI
2021
2021
2021
Keyphrases
Publications
2021
Oldrich Kodym
,
Michal Spanel
,
Adam Herout
Segmentation of Defective Skulls from CT Data for Tissue Modelling.
AutoImplant@MICCAI
(2021)
Bokai Yang
,
Ke Fang
,
Xingyu Li
Cranial Implant Prediction by Learning an Ensemble of Slice-Based Skull Completion Networks.
AutoImplant@MICCAI
(2021)
Marek Wodzinski
,
Mateusz Daniol
,
Daria Hemmerling
Improving the Automatic Cranial Implant Design in Cranioplasty by Linking Different Datasets.
AutoImplant@MICCAI
(2021)
Jianning Li
,
Antonio Pepe
,
Christina Gsaxner
,
Yuan Jin
,
Jan Egger
Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation.
AutoImplant@MICCAI
(2021)
Lei Yu
,
Jianning Li
,
Jan Egger
PCA-Skull: 3D Skull Shape Modelling Using Principal Component Analysis.
AutoImplant@MICCAI
(2021)
Laurèl Rauschenbach
,
Christoph Rieß
,
Ulrich Sure
,
Karsten H. Wrede
Personalized Calvarial Reconstruction in Neurosurgery.
AutoImplant@MICCAI
(2021)
David G. Ellis
,
Carlos M. Alvarez
,
Michele R. Aizenberg
Qualitative Criteria for Feasible Cranial Implant Designs.
AutoImplant@MICCAI
(2021)
Hamza Mahdi
,
Allison Clement
,
Evan Kim
,
Zachary Fishman
,
Cari M. Whyne
,
James G. Mainprize
,
Michael R. Hardisty
A U-Net Based System for Cranial Implant Design with Pre-processing and Learned Implant Filtering.
AutoImplant@MICCAI
(2021)
Shashwat Pathak
,
Chitimireddy Sindhura
,
Rama Krishna Sai Subrahmanyam Gorthi
,
Degala Venkata Kiran
,
Subrahmanyam Gorthi
Cranial Implant Design Using V-Net Based Region of Interest Reconstruction.
AutoImplant@MICCAI
(2021)
Artem Kroviakov
,
Jianning Li
,
Jan Egger
Sparse Convolutional Neural Network for Skull Reconstruction.
AutoImplant@MICCAI
(2021)
volume 13123, 2021
Towards the Automatization of Cranial Implant Design in Cranioplasty II - Second Challenge, AutoImplant 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings
AutoImplant@MICCAI
13123 (2021)
2020
Gord von Campe
,
Karin Pistracher
Patient Specific Implants (PSI) - Cranioplasty in the Neurosurgical Clinical Routine.
AutoImplant@MICCAI
(2020)
Amirhossein Bayat
,
Suprosanna Shit
,
Adrian Kilian
,
Jürgen T. Liechtenstein
,
Jan S. Kirschke
,
Bjoern H. Menze
Cranial Implant Prediction Using Low-Resolution 3D Shape Completion and High-Resolution 2D Refinement.
AutoImplant@MICCAI
(2020)
James G. Mainprize
,
Zachary Fishman
,
Michael R. Hardisty
Shape Completion by U-Net: An Approach to the AutoImplant MICCAI Cranial Implant Design Challenge.
AutoImplant@MICCAI
(2020)
David G. Ellis
,
Michele R. Aizenberg
Deep Learning Using Augmentation via Registration: 1st Place Solution to the AutoImplant 2020 Challenge.
AutoImplant@MICCAI
(2020)
Jianning Li
,
Jan Egger
Dataset Descriptor for the AutoImplant Cranial Implant Design Challenge.
AutoImplant@MICCAI
(2020)
Yuan Jin
,
Jianning Li
,
Jan Egger
High-Resolution Cranial Implant Prediction via Patch-Wise Training.
AutoImplant@MICCAI
(2020)
Haochen Shi
,
Xiaojun Chen
Cranial Implant Design Through Multiaxial Slice Inpainting Using Deep Learning.
AutoImplant@MICCAI
(2020)
Franco Matzkin
,
Virginia F. J. Newcombe
,
Ben Glocker
,
Enzo Ferrante
Cranial Implant Design via Virtual Craniectomy with Shape Priors.
AutoImplant@MICCAI
(2020)
Matthias Eder
,
Jianning Li
,
Jan Egger
Learning Volumetric Shape Super-Resolution for Cranial Implant Design.
AutoImplant@MICCAI
(2020)
Pedro Pimentel
,
Angelika Szengel
,
Moritz Ehlke
,
Hans Lamecker
,
Stefan Zachow
,
Laura Estacio
,
Christian Doenitz
,
Heiko Ramm
Automated Virtual Reconstruction of Large Skull Defects using Statistical Shape Models and Generative Adversarial Networks.
AutoImplant@MICCAI
(2020)
Bomin Wang
,
Zhi Liu
,
Yujun Li
,
Xiaoyan Xiao
,
Ranran Zhang
,
Yankun Cao
,
Lizhen Cui
,
Pengfei Zhang
Cranial Implant Design Using a Deep Learning Method with Anatomical Regularization.
AutoImplant@MICCAI
(2020)
Oldrich Kodym
,
Michal Spanel
,
Adam Herout
Cranial Defect Reconstruction Using Cascaded CNN with Alignment.
AutoImplant@MICCAI
(2020)
volume 12439, 2020
Towards the Automatization of Cranial Implant Design in Cranioplasty - First Challenge, AutoImplant 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings
AutoImplant@MICCAI
12439 (2020)