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@proceedings{DBLP:conf/miccai/2018brainles-1,
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-11723-8},
  doi          = {10.1007/978-3-030-11723-8},
  isbn         = {978-3-030-11722-1},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/2018brainles-1.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/0009SQL0GH18,
  author       = {Cong Liu and
                  Weixin Si and
                  Yinling Qian and
                  Xiangyun Liao and
                  Qiong Wang and
                  Yong Guo and
                  Pheng{-}Ann Heng},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Multipath Densely Connected Convolutional Neural Network for Brain
                  Tumor Segmentation},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {81--91},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_8},
  doi          = {10.1007/978-3-030-11723-8\_8},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/0009SQL0GH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AbulnagaR18,
  author       = {Sayed Mazdak Abulnaga and
                  Jonathan Rubin},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Ischemic Stroke Lesion Segmentation in {CT} Perfusion Scans Using
                  Pyramid Pooling and Focal Loss},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {352--363},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_36},
  doi          = {10.1007/978-3-030-11723-8\_36},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/AbulnagaR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AnandKVK18,
  author       = {Vikas Kumar Anand and
                  Mahendra Khened and
                  Alex Varghese and
                  Ganapathy Krishnamurthi},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Fully Automatic Segmentation for Ischemic Stroke Using {CT} Perfusion
                  Maps},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {328--334},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_33},
  doi          = {10.1007/978-3-030-11723-8\_33},
  timestamp    = {Mon, 11 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/AnandKVK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AndermattHPC18,
  author       = {Simon Andermatt and
                  Antal Horv{\'{a}}th and
                  Simon Pezold and
                  Philippe C. Cattin},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Pathology Segmentation Using Distributional Differences to Images
                  of Healthy Origin},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {228--238},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_23},
  doi          = {10.1007/978-3-030-11723-8\_23},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/AndermattHPC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AslaniDMS18,
  author       = {Shahab Aslani and
                  Michael Dayan and
                  Vittorio Murino and
                  Diego Sona},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Deep 2D Encoder-Decoder Convolutional Neural Network for Multiple
                  Sclerosis Lesion Segmentation in Brain {MRI}},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {132--141},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_13},
  doi          = {10.1007/978-3-030-11723-8\_13},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/AslaniDMS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BagariKKKK18,
  author       = {Aditya Bagari and
                  Ashish Kumar and
                  Avinash Kori and
                  Mahendra Khened and
                  Ganapathy Krishnamurthi},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {A Combined Radio-Histological Approach for Classification of Low Grade
                  Gliomas},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {416--427},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_42},
  doi          = {10.1007/978-3-030-11723-8\_42},
  timestamp    = {Tue, 26 Mar 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/BagariKKKK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BanerjeeMMR18,
  author       = {Subhashis Banerjee and
                  Sushmita Mitra and
                  Francesco Masulli and
                  Stefano Rovetta},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Brain Tumor Detection and Classification from Multi-sequence {MRI:}
                  Study Using ConvNets},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {170--179},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_17},
  doi          = {10.1007/978-3-030-11723-8\_17},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/BanerjeeMMR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BaurWAN18,
  author       = {Christoph Baur and
                  Benedikt Wiestler and
                  Shadi Albarqouni and
                  Nassir Navab},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Deep Autoencoding Models for Unsupervised Anomaly Segmentation in
                  Brain {MR} Images},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {161--169},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_16},
  doi          = {10.1007/978-3-030-11723-8\_16},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/BaurWAN18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BertelsRVS18,
  author       = {Jeroen Bertels and
                  David Robben and
                  Dirk Vandermeulen and
                  Paul Suetens},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Contra-Lateral Information {CNN} for Core Lesion Segmentation Based
                  on Native {CTP} in Acute Stroke},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {263--270},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_26},
  doi          = {10.1007/978-3-030-11723-8\_26},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/BertelsRVS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BohmeMSW18,
  author       = {Lasse B{\"{o}}hme and
                  Frederic Madesta and
                  Thilo Sentker and
                  Ren{\'{e}} Werner},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Combining Good Old Random Forest and DeepLabv3+ for {ISLES} 2018 CT-Based
                  Stroke Segmentation},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {335--342},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_34},
  doi          = {10.1007/978-3-030-11723-8\_34},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/BohmeMSW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/Booth18,
  author       = {Thomas C. Booth},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {An Update on Machine Learning in Neuro-Oncology Diagnostics},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {37--44},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_4},
  doi          = {10.1007/978-3-030-11723-8\_4},
  timestamp    = {Wed, 13 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/Booth18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BrusiniGZGM18,
  author       = {Lorenza Brusini and
                  Ilaria Boscolo Galazzo and
                  Mauro Zucchelli and
                  Cristina Granziera and
                  Gloria Menegaz},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Can Diffusion {MRI} Reveal Stroke-Induced Microstructural Changes
                  in GM?},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {464--471},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_47},
  doi          = {10.1007/978-3-030-11723-8\_47},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/BrusiniGZGM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BuiALS18,
  author       = {Toan Duc Bui and
                  Sang{-}il Ahn and
                  Yongwoo Lee and
                  Jitae Shin},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {A Skip-Connected 3D DenseNet Networks with Adversarial Training for
                  Volumetric Segmentation},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {378--384},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_38},
  doi          = {10.1007/978-3-030-11723-8\_38},
  timestamp    = {Thu, 28 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/BuiALS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChenM18,
  author       = {Long Chen and
                  Dorit Merhof},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {MixNet: Multi-modality Mix Network for Brain Segmentation},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {367--377},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_37},
  doi          = {10.1007/978-3-030-11723-8\_37},
  timestamp    = {Tue, 28 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ChenM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DharaAAFWLS18,
  author       = {Ashis Kumar Dhara and
                  Kalyan Ram Ayyalasomayajula and
                  Erik Arvids and
                  Markus Fahlstr{\"{o}}m and
                  Johan Wikstr{\"{o}}m and
                  Elna{-}Marie Larsson and
                  Robin Strand},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Segmentation of Post-operative Glioblastoma in {MRI} by U-Net with
                  Patient-Specific Interactive Refinement},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {115--122},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_11},
  doi          = {10.1007/978-3-030-11723-8\_11},
  timestamp    = {Mon, 11 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/DharaAAFWLS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DolzAD18,
  author       = {Jose Dolz and
                  Ismail Ben Ayed and
                  Christian Desrosiers},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in
                  Multiple Image Modalities},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {271--282},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_27},
  doi          = {10.1007/978-3-030-11723-8\_27},
  timestamp    = {Mon, 11 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/DolzAD18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ElsheikhBMCDC18,
  author       = {Samar S. M. Elsheikh and
                  Spyridon Bakas and
                  Nicola J. Mulder and
                  Emile R. Chimusa and
                  Christos Davatzikos and
                  Alessandro Crimi},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Multi-stage Association Analysis of Glioblastoma Gene Expressions
                  with Texture and Spatial Patterns},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {239--250},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_24},
  doi          = {10.1007/978-3-030-11723-8\_24},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/ElsheikhBMCDC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GalassiCVB18,
  author       = {Francesca Galassi and
                  Olivier Commowick and
                  Emmanuel Vall{\'{e}}e and
                  Christian Barillot},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Voxel-Wise Comparison with a-contrario Analysis for Automated Segmentation
                  of Multiple Sclerosis Lesions from Multimodal {MRI}},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {180--188},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_18},
  doi          = {10.1007/978-3-030-11723-8\_18},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/GalassiCVB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HakimW18,
  author       = {Arsany Hakim and
                  Roland Wiest},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {{CT} Brain Perfusion: {A} Clinical Perspective},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {15--24},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_2},
  doi          = {10.1007/978-3-030-11723-8\_2},
  timestamp    = {Wed, 13 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/HakimW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HanBKAABDN18,
  author       = {Xu Han and
                  Spyridon Bakas and
                  Roland Kwitt and
                  Stephen R. Aylward and
                  Hamed Akbari and
                  Michel Bilello and
                  Christos Davatzikos and
                  Marc Niethammer},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Patient-Specific Registration of Pre-operative and Post-recurrence
                  Brain Tumor {MRI} Scans},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {105--114},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_10},
  doi          = {10.1007/978-3-030-11723-8\_10},
  timestamp    = {Fri, 08 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/HanBKAABDN18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HessMKJSLWM18,
  author       = {Andreas Hess and
                  Raphael Meier and
                  Johannes Kaesmacher and
                  Simon Jung and
                  Fabien Scalzo and
                  David S. Liebeskind and
                  Roland Wiest and
                  Richard McKinley},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Synthetic Perfusion Maps: Imaging Perfusion Deficits in {DSC-MRI}
                  with Deep Learning},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {447--455},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_45},
  doi          = {10.1007/978-3-030-11723-8\_45},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/HessMKJSLWM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/IslamSSJK018,
  author       = {Mobarakol Islam and
                  Parita Sanghani and
                  Angela An Qi See and
                  Michael Lucas James and
                  Nicolas Kon Kam King and
                  Hongliang Ren},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {ICHNet: Intracerebral Hemorrhage {(ICH)} Segmentation Using Deep Learning},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {456--463},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_46},
  doi          = {10.1007/978-3-030-11723-8\_46},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/IslamSSJK018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/IslamVJ018,
  author       = {Mobarakol Islam and
                  N. Rajiv Vaidyanathan and
                  V. Jeya Maria Jose and
                  Hongliang Ren},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Ischemic Stroke Lesion Segmentation Using Adversarial Learning},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {292--300},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_29},
  doi          = {10.1007/978-3-030-11723-8\_29},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/IslamVJ018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/IsmailPHBAPCV18,
  author       = {Abdol Aziz Ould Ismail and
                  Drew Parker and
                  Mois{\'{e}}s Hern{\'{a}}ndez{-}Fern{\'{a}}ndez and
                  Steven Brem and
                  Simon Alexander and
                  Ofer Pasternak and
                  Emmanuel Caruyer and
                  Ragini Verma},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Characterizing Peritumoral Tissue Using DTI-Based Free Water Elimination},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {123--131},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_12},
  doi          = {10.1007/978-3-030-11723-8\_12},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/IsmailPHBAPCV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiZM18,
  author       = {Hongwei Li and
                  Andrii Zhygallo and
                  Bjoern H. Menze},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Automatic Brain Structures Segmentation Using Deep Residual Dilated
                  U-Net},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {385--393},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_39},
  doi          = {10.1007/978-3-030-11723-8\_39},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/LiZM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiZMKM18,
  author       = {Hongwei Li and
                  Jianguo Zhang and
                  Mark M{\"{u}}hlau and
                  Jan Kirschke and
                  Bjoern H. Menze},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Multi-scale Convolutional-Stack Aggregation for Robust White Matter
                  Hyperintensities Segmentation},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {199--207},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_20},
  doi          = {10.1007/978-3-030-11723-8\_20},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/LiZMKM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/Liu18,
  author       = {Pengbo Liu},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Stroke Lesion Segmentation with 2D Novel {CNN} Pipeline and Novel
                  Loss Function},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {253--262},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_25},
  doi          = {10.1007/978-3-030-11723-8\_25},
  timestamp    = {Mon, 11 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/Liu18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiuYM0W18,
  author       = {Liangliang Liu and
                  Shuai Yang and
                  Li Meng and
                  Min Li and
                  Jianxin Wang},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Multi-scale Deep Convolutional Neural Network for Stroke Lesions Segmentation
                  on {CT} Images},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {283--291},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_28},
  doi          = {10.1007/978-3-030-11723-8\_28},
  timestamp    = {Tue, 23 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/LiuYM0W18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LunaP18,
  author       = {Miguel Luna and
                  Sang Hyun Park},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {3D Patchwise U-Net with Transition Layers for {MR} Brain Segmentation},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {394--403},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_40},
  doi          = {10.1007/978-3-030-11723-8\_40},
  timestamp    = {Wed, 01 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/LunaP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MokC18,
  author       = {Tony C. W. Mok and
                  Albert C. S. Chung},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine
                  Generative Adversarial Networks},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {70--80},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_7},
  doi          = {10.1007/978-3-030-11723-8\_7},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/MokC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MomeniTG18,
  author       = {Alexandre Momeni and
                  Marc Thibault and
                  Olivier Gevaert},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Dropout-Enabled Ensemble Learning for Multi-scale Biomedical Data},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {407--415},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_41},
  doi          = {10.1007/978-3-030-11723-8\_41},
  timestamp    = {Mon, 11 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/MomeniTG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/OsmanliogluAPKV18,
  author       = {Yusuf Osmanlioglu and
                  Jacob A. Alappatt and
                  Drew Parker and
                  Junghoon Kim and
                  Ragini Verma},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {A Graph Based Similarity Measure for Assessing Altered Connectivity
                  in Traumatic Brain Injury},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {189--198},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_19},
  doi          = {10.1007/978-3-030-11723-8\_19},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/OsmanliogluAPKV18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PinheiroVBR18,
  author       = {Gustavo Retuci Pinheiro and
                  Raphael Voltoline and
                  Mariana P. Bento and
                  Let{\'{\i}}cia Rittner},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {V-Net and U-Net for Ischemic Stroke Lesion Segmentation in a Small
                  Dataset of Perfusion Data},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {301--309},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_30},
  doi          = {10.1007/978-3-030-11723-8\_30},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/PinheiroVBR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ReinaP18,
  author       = {G. Anthony Reina and
                  Ravi Panchumarthy},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Adverse Effects of Image Tiling on Convolutional Neural Networks},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {25--36},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_3},
  doi          = {10.1007/978-3-030-11723-8\_3},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ReinaP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RobbenS18,
  author       = {David Robben and
                  Paul Suetens},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Perfusion Parameter Estimation Using Neural Networks and Data Augmentation},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {439--446},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_44},
  doi          = {10.1007/978-3-030-11723-8\_44},
  timestamp    = {Mon, 11 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/RobbenS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RosaFKRGTC18,
  author       = {Francesco La Rosa and
                  M{\'{a}}rio Jo{\~{a}}o Fartaria and
                  Tobias Kober and
                  Jonas Richiardi and
                  Cristina Granziera and
                  Jean{-}Philippe Thiran and
                  Meritxell Bach Cuadra},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Shallow vs Deep Learning Architectures for White Matter Lesion Segmentation
                  in the Early Stages of Multiple Sclerosis},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {142--151},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_14},
  doi          = {10.1007/978-3-030-11723-8\_14},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/RosaFKRGTC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SepahvandHAA18,
  author       = {Nazanin Mohammadi Sepahvand and
                  Tal Hassner and
                  Douglas L. Arnold and
                  Tal Arbel},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {{CNN} Prediction of Future Disease Activity for Multiple Sclerosis
                  Patients from Baseline {MRI} and Lesion Labels},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {57--69},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_6},
  doi          = {10.1007/978-3-030-11723-8\_6},
  timestamp    = {Mon, 11 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/SepahvandHAA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ShellerREMB18,
  author       = {Micah J. Sheller and
                  G. Anthony Reina and
                  Brandon Edwards and
                  Jason Martin and
                  Spyridon Bakas},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Multi-institutional Deep Learning Modeling Without Sharing Patient
                  Data: {A} Feasibility Study on Brain Tumor Segmentation},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {92--104},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_9},
  doi          = {10.1007/978-3-030-11723-8\_9},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ShellerREMB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SolanesRI18,
  author       = {Aleix Solanes and
                  Joaquim Radua and
                  Laura Igual},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Detection of Midline Brain Abnormalities Using Convolutional Neural
                  Networks},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {152--160},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_15},
  doi          = {10.1007/978-3-030-11723-8\_15},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/SolanesRI18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SongH18,
  author       = {Tao Song and
                  Ning Huang},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Integrated Extractor, Generator and Segmentor for Ischemic Stroke
                  Lesion Segmentation},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {310--318},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_31},
  doi          = {10.1007/978-3-030-11723-8\_31},
  timestamp    = {Mon, 11 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/SongH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TureckovaR18,
  author       = {Alzbeta Tureckova and
                  Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {{ISLES} Challenge: U-Shaped Convolution Neural Network with Dilated
                  Convolution for 3D Stroke Lesion Segmentation},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {319--327},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_32},
  doi          = {10.1007/978-3-030-11723-8\_32},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/TureckovaR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ValcarcelLKVTSM18,
  author       = {Alessandra M. Valcarcel and
                  Kristin A. Linn and
                  Fariha Khalid and
                  Simon N. Vandekar and
                  Shahamat Tauhid and
                  Theodore D. Satterthwaite and
                  John Muschelli and
                  Rohit Bakshi and
                  Russell T. Shinohara},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {MIMoSA: An Approach to Automatically Segment {T2} Hyperintense and
                  {T1} Hypointense Lesions in Multiple Sclerosis},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {47--56},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_5},
  doi          = {10.1007/978-3-030-11723-8\_5},
  timestamp    = {Mon, 11 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/ValcarcelLKVTSM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VermaOI18,
  author       = {Ragini Verma and
                  Yusuf Osmanlioglu and
                  Abdol Aziz Ould Ismail},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Multimodal Patho-Connectomics of Brain Injury},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {3--14},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_1},
  doi          = {10.1007/978-3-030-11723-8\_1},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/VermaOI18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WuWY18,
  author       = {Guoqing Wu and
                  Yuanyuan Wang and
                  Jinhua Yu},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {3D Texture Feature Learning for Noninvasive Estimation of Gliomas
                  Pathological Subtype},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {218--227},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_22},
  doi          = {10.1007/978-3-030-11723-8\_22},
  timestamp    = {Wed, 21 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/WuWY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/XieLZS18,
  author       = {Xinpeng Xie and
                  Yuexiang Li and
                  Menglu Zhang and
                  Linlin Shen},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Robust Segmentation of Nucleus in Histopathology Images via Mask {R-CNN}},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {428--436},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_43},
  doi          = {10.1007/978-3-030-11723-8\_43},
  timestamp    = {Mon, 11 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/XieLZS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/Yang18,
  author       = {Hao{-}Yu Yang},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Volumetric Adversarial Training for Ischemic Stroke Lesion Segmentation},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {343--351},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_35},
  doi          = {10.1007/978-3-030-11723-8\_35},
  timestamp    = {Mon, 11 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/Yang18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhouLZCGXX18,
  author       = {Yufan Zhou and
                  Zheshuo Li and
                  Hong Zhu and
                  Changyou Chen and
                  Mingchen Gao and
                  Kai Xu and
                  Jinhui Xu},
  editor       = {Alessandro Crimi and
                  Spyridon Bakas and
                  Hugo J. Kuijf and
                  Farahani Keyvan and
                  Mauricio Reyes and
                  Theo van Walsum},
  title        = {Holistic Brain Tumor Screening and Classification Based on DenseNet
                  and Recurrent Neural Network},
  booktitle    = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
                  Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
                  with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
                  Papers, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11383},
  pages        = {208--217},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-11723-8\_21},
  doi          = {10.1007/978-3-030-11723-8\_21},
  timestamp    = {Wed, 06 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ZhouLZCGXX18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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