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Home > Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: Second International Workshop, BrainLes 2016, with the Challenges on BRATS, ISLES and mTOP 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers > Brain Tumor Segmentation Using a Fully Convolutional Neural Network with Conditional Random Fields
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: Second International Workshop, BrainLes 2016, with the Challenges on BRATS, ISLES and mTOP 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers |
Alessandro Crimi; Bjoern Menze; Oskar Maier; Mauricio Reyes; Stefan Winzeck; Heinz Handels
Springer International Publishing
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: Second International Workshop, BrainLes 2016, with the Challenges on BRATS, ISLES and mTOP 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers
Brain Tumor Segmentation Using a Fully Convolutional Neural Network with Conditional Random Fields
Authors

Xiaomei Zhao; Yihong Wu; Guidong Song; Zhenye Li; Yong Fan; Yazhuo Zhang

ARI Id

1664708302153_2840327

Access

Not Available Free

Pages

75-87

DOI

10.1007/978-3-319-55524-9_8

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-319-55524-9_8

Table of Contents of Book
Showing 1 to 20 of 32 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
I-XI
Front Matter
1-1
Fully Automated Patch-Based Image Restoration: Application to Pathology Inpainting
Ferran Prados; M. Jorge Cardoso; Niamh Cawley; Baris Kanber; Olga Ciccarelli; Claudia A. M. Gandini Wheeler-Kingshott et al.
3-15
Towards a Second Brain Images of Tumours for Evaluation (BITE2) Database
I. J. Gerard; C. Couturier; M. Kersten-Oertel; S. Drouin; D. De Nigris; J. A. Hall et al.
16-22
Topological Measures of Connectomics for Low Grades Glioma
Benjamin Amoah; Alessandro Crimi
23-31
Multi-modal Registration Improves Group Discrimination in Pediatric Traumatic Brain Injury
Emily L. Dennis; Faisal Rashid; Julio Villalon-Reina; Gautam Prasad; Joshua Faskowitz; Talin Babikian et al.
32-42
An Online Platform for the Automatic Reporting of Multi-parametric Tissue Signatures: A Case Study in Glioblastoma
Javier Juan-Albarracín; Elies Fuster-Garcia; Juan M. García-Gómez
43-51
A Fast Approach to Automatic Detection of Brain Lesions
Subhranil Koley; Chandan Chakraborty; Caterina Mainero; Bruce Fischl; Iman Aganj
52-61
Front Matter
63-63
Improving Boundary Classification for Brain Tumor Segmentation and Longitudinal Disease Progression
Ramandeep S. Randhawa; Ankit Modi; Parag Jain; Prashant Warier
65-74
Brain Tumor Segmentation Using a Fully Convolutional Neural Network with Conditional Random Fields
Xiaomei Zhao; Yihong Wu; Guidong Song; Zhenye Li; Yong Fan; Yazhuo Zhang
75-87
Brain Tumor Segmentation with Optimized Random Forest
László Lefkovits; Szidónia Lefkovits; László Szilágyi
88-99
CRF-Based Brain Tumor Segmentation: Alleviating the Shrinking Bias
Raphael Meier; Urspeter Knecht; Roland Wiest; Mauricio Reyes
100-107
Fully Convolutional Deep Residual Neural Networks for Brain Tumor Segmentation
Peter D. Chang
108-118
Nabla-net: A Deep Dag-Like Convolutional Architecture for Biomedical Image Segmentation
Richard McKinley; Rik Wepfer; Tom Gundersen; Franca Wagner; Andrew Chan; Roland Wiest et al.
119-128
Brain Tumor Segmantation Using Random Forest Trained on Iteratively Selected Patients
Abdelrahman Ellwaa; Ahmed Hussein; Essam AlNaggar; Mahmoud Zidan; Michael Zaki; Mohamed A. Ismail et al.
129-137
DeepMedic for Brain Tumor Segmentation
Konstantinos Kamnitsas; Enzo Ferrante; Sarah Parisot; Christian Ledig; Aditya V. Nori; Antonio Criminisi et al.
138-149
3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures
Adrià Casamitjana; Santi Puch; Asier Aduriz; Verónica Vilaplana
150-161
Anatomy-Guided Brain Tumor Segmentation and Classification
Bi Song; Chen-Rui Chou; Xiaojing Chen; Albert Huang; Ming-Chang Liu
162-170
Lifted Auto-Context Forests for Brain Tumour Segmentation
Loic Le Folgoc; Aditya V. Nori; Siddharth Ancha; Antonio Criminisi
171-183
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 32 entries
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